市场太小？模式同质？职业前教育的下一站其实是招聘服务时间进入到 11 月，2018 年的校招季也进行了大半。高校毕业生的就业率一直是学校的“老大难”问题，2017 年与此同时，大多数高校的设立的就业指导中心在功能定位上只负责就业信息的对接和后期三方协议的收发，并没有涉及到学生就业的具体实践，指导意义并不大。庞大的在校人群、企业用人需求和高等教育之间的割裂激发了职业前教育这一新市场。
异军突起的同时我们也看到，除了市场规模小之外，各家从模式和内容也都出现了同质化的特征，如何去抬高天花板呢？跳开“教育”的框架，既然同时连接了C端有直接应聘需求的学生以及B端有招聘目的的企业，那么，招聘服务或许才是这个这新兴市场里玩家们的下一站。
新兴的细分赛道
严格意义上，华图、中公们“安身立命”的公务员考试培训也可以看做是职业前教育的一个细分，但我们此次要讨论的职业前教育玩家们更多服务于求职意愿集中在咨询、金融等“泛商科”领域的学生，虽然没有强制性、通过率低的考试在前，但 “背景提升”这一诉求同样也是激发这部分用户付费意愿的关键点，这部分用户的需求具体来讲可以分为以下 3 方面：
帮助缺乏职场人脉的大学生获取理想的企业内推和实习的机会；
课堂学习和职场断层，不清楚自己所在行业具体需要哪些专业技能；
跨专业就业信息不对称。
在职业前教育这个近两年异军突起的新领域里，国内玩家并不多，大部分都还在较早期的阶段，处于天使轮或 pre-A 轮，跑得比较快的是职业蛙（CareerFrog）和职优你（UniCareer ），都已经跑到了 B 轮。
简单总结这一细分赛道。
首先是直接 to C 端的，如 UniCareer、职业蛙、DreamBigCareer 等先从留学生群体切入，除了泛商科学生群体更大、更广之外，在另外还有一类如小灶计划、Offer先生等从求职咨询、技巧类公众号做起，在积累了一定粉丝之后，以职业前教育的形式将垂直流量变现。
除了直接面对小C端之外，也有一部分玩家直接面向高校 B 端收取费用，开展合作，例如曾经介绍过的职得、一起点拨和 FutureTour，三者都有一定的内容研发能力，为学校提供课程包。不过，to C 端和B端之间也并非隔离开，前面提到的 C 端产品同样能够以提供测评工具或课程内容的形式进校。
除了天花板低，小赛道内的大小玩家们还都越来越像了
关于职业前教育的故事听起来很美，但到底能做到多大呢？和 K12、语言培训相比，职业前教育的确是教育领域内的一个小众细分市场。
我的同事郭雨萌曾经对职业前教育的市场容量进行过测算：根据教育部在 2016 年发布的《中国高等教育质量报告》，2015 年度中国在校大学生规模为 3700 万人，现阶段各家用户多集中在大二（找实习）和大三（校招）阶段，即1800 万左右，以 2015 年 91.7% 的就业率计算，有直接就业意向的学生约 1600 万，以人均付费意愿在 3000 元计算，市场规模乐观估计 480 亿左右。
此外，复购率低也是影响市场规模的一个因素所在，即找工作更多是一个“一锤子买卖”，不过对于这一点，各家都在强调“从大二年级第一次找实习到毕业后 3 年内”都会是平台的潜在用户，即用户生命周期平均为 5~6 年。
除了市场规模之外，记者还观察到，这个小赛道内的大小玩家们都越来越像了。
B端资源，C端收费是对职业前教育商业模式的简单概括。职业前教育满足的就是 C 端对于 B 端资源的需求，在某种程度上颇有种“花钱买一份工作”的感觉，而依靠吸引到的 C 端用户，这些玩家又得以和 B 端企业合作去获取更多的 C 端用户，进而形成循环。
内容层面上，各家也都主打从"测评"到"拿offer"的一站式服务，内容层面都呈现出”课程学习+求职辅导“，都想要抓住“测评-规划-行业知识学习-求职技能咨询-Offer 发放”这几个环节，讲回到具体的服务内容上，虽然由于体量和阶段不同在呈现结果是略有区别，但都涉及到了以下几方面：
都需要将非标内容进行标准化和模块化；
“资源依赖”，这里提到的资源涉及到两部分，行业导师和企业资源。以企业资源为例，前面提到，对于C端学生，选择职业前教育的初衷除了能够进行职业规划外，也会带有“花钱买一份工作”的感觉，但这类合作是否足够稳定仍是影响前端获客和后续用户体验的重要因素。对于“稳定”我的理解是，是直接和企业合作还是
“课程学习+职业规划”里，前者可以通过模块化的内容来解决，而后者则可以抽象类比到留学咨询服务，因此除了内容，职业前教育其实更重服务和运营。
B端和C端都收费是一个理想状态，但招聘的确是一个通路
当 C 端市场之外，沿着前端的人才资源，职业前教育的玩家们能否向 B 端开始收费呢？当然，这也意味着，职业前教育的下一站能否有走向招聘。
根据易观发布的《中国互联网招聘市场年度报告2016》，中国的互联网招聘市场规模在 43.5 亿元，从市场份额来看，前程无忧占到了 32.5%，智联招聘则占到了 28.0%，这两者都是国内具有一定代表性的综合招聘平台，从产品服务架构上来看，不难发现，除了招聘之外，“培训测评”也占到了如果从上下游产业链延伸逻辑来看，传统招聘服务商们从招聘切入职业前教育大多满足的是企业端在培训侧的长尾需求，全人力资源产业拓展、丰富业务形态的盈利模式已经得到了验证。
图片来源：《中国互联网招聘市场年度报告2016 》
不过传统招聘平台也存在信息对称性不足、信息流单向无反馈、供需匹配度不高，用户求职招聘效率较低等服务体验等问题，因此，也出现了拉钩这类垂直招聘平台和以LinkedIn 为代表的社交型招聘平台。HR 的招聘渠道有千千万，如果谈到付费意愿的话，抛开形式，企业端用户关注的核心在于人员的输送效率和精准程度，这同时也是职业前教育要分招聘服务（确切来说，应届生求职招聘服务）一杯羹时需要考虑的两方面。
精准程度显然是职业前教育去切入招聘服务时的前提优势。这一点很好理解，毕竟测评和规划本身就是无论客户的求职意愿还是后期的课程培训都具有一定的针对性和指向性，像 UniCareer、职业蛙等在授课之上也都有自己的测评工具和体系，能够给到 HR 们相对客观和直接的评价指标帮助他们进行判断。
如果说对于C端用户，职业前教育服务解决的是到哪儿去的问题，那么到了B端，这些产品就需要在优质人才“从哪儿来”的问题上进行发力，即扩充 C 端用户数。
UniCareer 在今年 5 月完成了 B 轮融资，新东方是资方之一，职业蛙也已经和启德留学建立了合作，不论是新东方的融资还是和启德的合作，二者都是从“留学后”市场切入来打开自己的前端流量，当然，某种程度上，也能够降低自己的获客成本。此外，面包求职也已经拿到慧科教育集团的战略融资，其课程内容直接嵌入慧科旗下高校邦的产品内，间接获得慧科的流量资源。
不难发现，无论是在上一部分提到的企业端和导师之间的资源，还是这一部分讲到的为了扩大流量而从扩充 C 端流量，职业前教育都体现出了很强的”资源依赖型“的特征。当然，除了拼资源之外，从 C 端向 B 端延伸也存在一个时间的问题，虽然在C端学生和B端资源之间的关系链条很难去做先后权重的判断，但如果要获取足够稳定的 B 端合作，C端流量的体量和质量仍旧是基础。
值得一提的是，大学生求职教育开始延伸到人力外包服务这件事已经有巨头实践过了。在 2014 年成功 IPO 的 Recruit 就是从针对大学生的新闻广告媒体做起，最终在盛业模式上实现了人力资源和市场营销的打通，从 Recruit 财报数据来看，收入来源最重的部分就是人才外包。
来源：36氪，作者：思齐。转载或内容合作请联系zhuanzai@36kr.com；违规转载法律必究。
资讯
2017年11月08日
资讯
DataFox获得近500万美金新一轮融资
旧金山创业公司 Fox Intelligence, Inc. (San Francisco, CA, 94103) 完成新一轮融资 $4,960,232 美元，利用机器学习分析成千上万数据源的公司信息变化，帮助销售代表开拓新业务。投资者包括 高盛，Green Visor和Google Ventures，客户有UPS，Box和Toyota等。
来源： #美国融资快讯#（新闻机器人@编形金刚）
资讯
2017年11月06日
资讯
LinkedIn通过大数据选出美国最具人才吸引力的50个创业公司LinkedIn Top Companies | Startups: The 50 industry disruptors you need to know now
作者：Daniel Rot Editor in Chief, LinkedIn
所有估值和资金数据来自CB Insights。除非由公司直接提供，否则任职，员工增长和全球员工数据均来自LinkedIn Premium Insights。
全文是英文，我们简单列出前十名：
1、UBER
2、AIRBNB
3、WEWORK
4、LYFT( 跟UBER一样的打车软件)
5、Slack （HR项目）
6、NIO
7、Rubrik
8、Dropbox
9、Houzz
10、Convoy
········
16、Pinterest
19、Udacity
22、Opendoor
31、Coursera
46、Glint （HR项目）
详细的大家可以看这些项目和公司福利。
Some of the most fascinating businesses today are startups. Sensing a chance to transform (or take over) a market, founders are channeling their seemingly endless flow of venture funds into new ideas — and top talent. We wanted to see which startups were winning the talent game. Who are the 50 most in-demand upstarts in the U.S. today?
The all-new LinkedIn “Top Companies | Startups” list is the answer. To surface the companies, we looked at the billions of actions of LinkedIn’s more than 500 million members to determine employee growth, job seeker interest via views and applications, member engagement with the company and its employees — and how well these startups pulled talent from our flagship LinkedIn Top Companies list. (You can learn more about our methodology here.)
To be eligible for Top Companies | Startups, companies must be 10 years old or younger, have at least 100 employees, remain independent and privately held and have at least one round of venture-backed funding. LinkedIn worked with CB Insights to pull a global list of nearly 25,000 eligible venture-backed companies.
Share the list and join the conversation using #LinkedInTopCompanies.
Here are this year’s top 50 startups in the U.S.
All valuation and funding data come from CB Insights. Tenure, employee growth and global headcount data are from LinkedIn Premium Insights unless provided directly by the company.
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Driving forward: Uber has been in the public eye this year for all the wrong reasons: sexual harassment claims, regulatory issues, a new CEO and loads of boardroom drama. That hasn’t kept the ride-sharing giant from growing fast or attracting top talent. Of all the companies on our list, Uber has the most workers who have joined from other LinkedIn Top Companies; employees have left the likes of Google, JPMorgan and Facebook to work at the super-unicorn.
Global headcount: 16,000
Global headquarters: San Francisco
Catch a ride: Worldwide employees get free monthly Uber credits to use on personal rides or UberEATS, the company’s online meal ordering and delivery platform.
Valuation: $68 billion
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Yurt, treehouse, castle: Airbnb has had 200 million guest arrivals since the company launched. Taking on the $550 billion hotel industry is no small feat. To go head-to-head, the company has expanded its instant booking listings and even announced plans to open its first co-branded apartments (which residents will be able to share on Airbnb).
Global headcount: 3,000
Global headquarters: San Francisco
Royal lodgings: Employees receive an annual $2,000 (£1,516) stipend to stay in Airbnb locales around the world, including one of nearly 3,000 listed castles.
Valuation: $29.25 billion
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Creating communities: WeWork has nearly doubled its membership this year to over 150,000 users, expanded to some 170 locations (including its first India location) and purchased private coding academy Flatiron School in a recent acquisition. While the startup has been growing rapidly, a highly competitive office-leasing market recently raised doubts around the company’s rich valuation.
Global headcount: 3,000
Global headquarters: New York City
TGIM: New hires join WeWork every Monday for orientation at the company’s headquarters. The day includes a citywide scavenger hunt where employees get a glimpse of the company’s nearly 40 buildings across New York and ends with the weekly “Thank God it’s Monday” dinner for the entire staff.
Valuation: $20 billion
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Driving across America: Lyft has been rapidly expanding across the U.S. It now covers 95 percent of the population across all 50 states, more than any other rideshare platform, and provides over 1 million rides every day. In mid-October, it raised $1 billion in a new funding round led by the venture arm of Alphabet, Google’s parent company.
Global headcount: 2,000
Global headquarters: San Francisco
Expanding accessibility: Lyft introduced new features to make the app more accessible to deaf or hard-of-hearing drivers, including visual notifications and a message telling passengers to contact the driver via text. Passengers can also get a quick tutorial on how to say “Hello” and “Thank You” in sign language.
Valuation: $11 billion
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Revolutionizing productivity: Known as a dead-simple collaboration tool, Slack is going head-to-head with the likes of LinkedIn parent Microsoft and Atlassian to own workplace productivity. Its platform allows workers to message each other in real time, while connected apps add context or automate mundane tasks to help get the job done.
Global headcount: 890
Global headquarters: San Francisco
Corporate scale: Slack bills itself as the fastest-growing business application in history, serving some 9 million weekly active users and 43 companies from the Fortune 100 list. It’s been hiring rapidly to keep up with that scale: growing 32 percent over the past year.
Valuation: $5.1 billion
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Speeding into the future: Shanghai-based NIO develops smart, electric and autonomous vehicles. The startup, which expanded to the U.S. two years ago, built the world’s fastest electric car, manned or unmanned, able to go from 0 to 60 miles per hour in 2.7 seconds. CEO Padmasree Warrior, formerly of Cisco, says NIO cars will be available in the U.S. as soon as 2020.
Global headcount: 3,000
Global headquarters: Shanghai (San Jose, Calif. in the U.S.)
Welcome to the team: NIO has more than quadrupled its staff since June 2016. Amid such rapid growth, NIO shepherds its culture through bimonthly “team time,” where all employees welcome new hires and get to know each other outside of work through activities like trivia and scavenger hunts.
Valuation: $2.89 billion
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Cloud’s the limit: Rubrik helps companies organize their data in the cloud, ensuring instant access for recovery, analytics and application development. It counts corporate giant JLL, non-profit World Vision and the Tampa Bay Rays among its customers, but CEO Bipul Sinha has even bigger ambitions. “In the future, data will be like money,” he said in a May interview. “Rubrik can be like the Visa for enterprise.”
Global headcount: 600
Global headquarters: Palo Alto, Calif.
Big-name investors: The company counts NBA MVP Kevin Durant as one of its investors and board advisors alongside iconic firms like IVP and Lightspeed Ventures. It’s also notably transparent: all 600 employees can attend board meetings and see the company’s financials.
Valuation: $1.3 billion
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Refreshing storage: Dropbox has a new look these days. The online storage company went through its biggest-ever rebrand this year, repositioning itself as the tool to enable and inspire creativity in the workplace. The new branding also comes with a major milestone: Dropbox reached a $1 billion revenue run rate in February, the company told LinkedIn.
Global headcount: 1,900
Global headquarters: San Francisco
Giving back: Every Dropbox employee is given 32 hours of annual volunteer time off to participate in a cause about which they are passionate. The company will also match up to $1,000 for all donations made by Dropboxers to charitable organizations.
Valuation: $9.38 billion
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Bringing tech home: Houzz, the online platform for remodeling and decorating, is transforming the way people design and shop for their homes. Beyond sketching ideas or hiring the right contractor, users can experience their designs through Houzz’s augmented reality tool. The company says that shoppers who engage with the tool are 11 times more likely to purchase.
Global headcount: 1,600
Global headquarters: Palo Alto, Calif.
More than an office: On their first day, every new employee gets a pair of Houzz slippers to wear around the office so they can feel at home. It’s not much of a stretch: Houzz’s meeting rooms are inspired by household spaces around the world, including the British Tea Room, German Backyard and Italian Closet.
Valuation: $3.84 billion
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Trucking on demand: Convoy believes the world moves on reliable trucks, and it is in the business of building innovative services to match shipments with reliable carriers. The company works with a network of independent trucking companies and uses technology to match the right truck to the right load, helping optimize supply chain performance.
Global headcount: 170
Global headquarters: Seattle
Staffing up: The company has been scaling rapidly since its founding in 2015. In the past six months, Convoy’s headcount has grown 37 percent — and it’s hiring for another 28 jobs currently, according to LinkedIn data. Its recent $62 million funding round, led by Y Combinator, will help rev up that growth.
Total funding: $80 million
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Closing the skills gap: General Assembly is creating a new way to educate today’s workforce. The company, which started as a single co-working space in 2011, now has campuses in 20 cities. GA has served over 40,000 students through its full- and part-time programs, and it says it works with a third of the Fortune 100 to develop proprietary, sustainable talent pipelines in fields like data science and web development.
Global headcount: 580
Global headquarters: New York City
Moving up: While GA has some great perks (like 16 weeks of parental leave for a primary caregiver), the biggest benefit may be the upward mobility within the company. In the first half of 2017, GA had 136 promotions, the company told LinkedIn. That’s a quarter of all employees.
Valuation: $452 million
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Moving the money: Bought something online at Target recently? Or Under Armour? Then you’ve likely used Stripe’s products without even realizing it. The company builds the tools businesses need to instantly accept and manage online payments, helping buyers pay seamlessly and providing sellers real-time analytics.
Global headcount: 810
Global headquarters: San Francisco
Worldwide access: Stripe powers businesses in 25 countries and accepts 135 different currencies (plus Bitcoin). It enables Apple Pay across the internet and in iOS apps, and Stripe even helped launch a new cryptocurrency: Stellar.
Valuation: $9.2 billion
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The birth of an empire: Before starting her direct-to-consumer skincare and makeup company, Glossier CEO Emily Weiss ran the popular blog Into the Gloss. The industry expertise and cult following she gained was a recipe for Glossier success. Her social media-savvy brand became such a hit after launching in 2014 that its products quickly sold out and garnered waitlists 10,000 people long.
Global headcount: 130
Global headquarters: New York City
Growth in all directions: At an annual employee growth rate of 257 percent, Glossier was the fastest-growing company on this list over the past 12 months, according to our data. The company also made strides to meet growing demand abroad with plans to ship to Canada, the UK and France.
Total funding: $34.4 million
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Connecting the dots: Early in his career, Flexport CEO Ryan Petersen worked in logistics importing lawnmowers and jacuzzis from China. Now he’s on a mission to ensure any two businesses can trade regardless of distance or regulatory hurdles. His freight forwarding and customs brokerage company is growing at a rapid clip, with its base of clients up 315 percent over the past year, the company says.
Global headcount: 500
Global headquarters: San Francisco
Branch out: The company does a regular “lunch roulette” where you go out to lunch with coworkers you don’t see on a daily basis.
Valuation: $910 million
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Making the connection: Organizations often spend a fortune investing in telecommunications infrastructure from the likes of AT&T and Verizon. Aryaka Networks, a SD-WAN provider, is disrupting those telecom giants by providing a networking option that eliminates hardware and helps control costs with a pay-as-you-use model. The end result is seamless connectivity that’s optimized for cloud-based applications and global access.
Global headcount: More than 300
Global headquarters: San Mateo, Calif.
Loyal employees: The average employee tenure at Aryaka Networks is 2.7 years, the longest of all the companies on the list, according to LinkedIn data.
Total funding: $120 million
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The visual search engine: Seven years after the company’s debut, it’s still hard to nail down exactly what Pinterest is: it’s part social network, part scrapbook, part catalog of ideas. But, increasingly, it’s defining itself as a search company — one that hopes to offer marketers an alternative to ad behemoths like Google. The company is expected to generate $500 million in ad revenue this year, up from $300 million in 2016.
Global headcount: 1,200
Global headquarters: San Francisco
Just getting started: Pinterest believes most of its site “hasn’t been built yet,” so this year it launched Pinterest Labs, a collaboration with researchers, scientists, engineers and universities to take on the biggest problems in machine learning and artificial intelligence.
Valuation: $12.3 billion
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Working to save lives: Since launching a year ago, GRAIL has attracted a whopping $1 billion in funding from Bill Gates, Jeff Bezos and some of the biggest companies in healthcare. The company's goal is to detect cancer early, when it's possible to cure. To do that, it’s attracted world-class geneticists and biostatisticians, and launched one of the largest clinical research programs in genomic health, with studies enrolling more than 130,000 people.
Global headcount: 250
Global headquarters: Menlo Park, Calif.
Expert leader: CEO Bill Rastetter co-invented one of the world’s most valuable cancer therapies, and has won praise for his work in academia. He held multiple faculty positions at MIT and won the award for “Excellence in the Teaching of Chemistry” at Harvard.
Total funding: $1 billion
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Growth hackers: Duo Security, the first of five cybersecurity companies on the list, provides features like two-factor authentication and secure single sign-on to clients as diverse as Facebook, Toyota and Zillow. The 8-year-old company has been on a tear: In the last year, Duo quadrupled its user base, doubled its headcount and became cash-flow positive, it says.
Global headcount: 500
Global headquarters: Ann Arbor, Mich.
Local flavor: The Ann Arbor, Mich.-based company embraces its Midwestern roots by enforcing a “no jerks” policy and gives each employee a personal candy pack from Zingerman’s, the famous local deli, on the first day.
Valuation: $1.17 billion
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The Silicon Valley university: On a mission to democratize education, Udacity offers courses designed by companies like Google and Salesforce that teach professionals the foundational skills needed to land jobs as web developers, mobile developers or data scientists — all at a fraction of the cost of normal universities.
Global headcount: 500
Global headquarters: Mountain View, Calif.
Driving diversity: If you thought you couldn’t get a degree in self-driving cars, think again. Udacity recently created a scholarship with Lyft for its new Intro to Self-Driving Cars program to help make the field more accessible.
Valuation: $1 billion
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The Yelp for enterprise software: With nearly 250,000 verified user reviews for software and services, G2 Crowd is making it simple to find the best business technology based on people’s real experience, acting as a Yelp for enterprise software. There’s one big difference from the consumer-focused review site: G2 Crowd doesn’t sell any ads. Instead, it uses its data to provide for-purchase research reports.
Global headcount: 120
Global headquarters: Chicago
Personalized welcome: If you land one of G2 Crowd’s 130 forecasted job openings over the next year, expect to see your personal Bitmoji hanging at the entrance to the office on your first day.
Valuation: $300 million
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Modern mortgage making: Blend provides mortgage lenders the digital tools they need to make home loan applications faster, smarter and more secure. The company, which says its clients control about 25 percent of the $10 trillion mortgage lending industry, has helped process $57 billion in applications so far this year.
Global headcount: 200
Global headquarters: San Francisco
Humble beginnings: Blend CEO and founder Nima Ghamsari attributes his foray into entrepreneurship to his first job at McDonald’s. “The one thing it teaches everyone is that most jobs are not glamorous, and you have to do whatever it takes to get by,” he told LinkedIn.
Valuation: $500 million
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Moving on: Opendoor wants to cure your real estate woes by making it possible to sell your home online quickly — no real estate listing necessary. The company, which also operates its own mortgage business, buys your home directly then resells it. Opendoor is active in Phoenix, Dallas-Fort Worth, Las Vegas and Atlanta with plans to expand to two new markets before year end, it says.
Global headcount: 415
Global headquarters: San Francisco
Undercover employee: All new hires act as Opendoor secret shoppers in order to experience the service first-hand, using the app to enter a home and explore as if they were potential buyers.
Valuation: $1 billion
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Military grade security: Fighting hackers is no easy task, but Boston-based Cybereason is equipped for the challenge. Many of its employees served in the Israel Defense Forces’ cybersecurity unit and now use similar tactics to protect its clients. The company’s endpoint detection platform finds attackers’ vulnerabilities after they’ve infiltrated an organization, letting companies know if they are under attack and how to quickly stop the threat.
Global headcount: 325
Global headquarters: Boston
Perk alert: Cybereason offers employees unlimited vacation, reimbursement for commuting expenses, free lunch and an employee referral bonus of up to $5,000.
Valuation: $999 million
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Protection on all fronts: Cylance is one of the world’s first companies to provide an antivirus platform built on machine learning and artificial intelligence. It uses its next-generation technology to proactively protect companies like Panasonic and Gap Inc., as well as the U.S. government and even consumer home devices, from malware attacks.
Global headcount: 805
Global headquarters: Irvine, Calif.
The motive: On a flight to Australia in 1989, Founder & CEO Stuart McClure faced a near-death experience when the flight incurred devastating damage en route that cost eight other passengers their lives. Since that day, McClure told LinkedIn, his life’s passion has been “to find and fix the problems introduced by technology to prevent bad stuff from happening to innocent people.”
Valuation: $1 billion
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Making headlines: Cybersecurity company CrowdStrike was the first to point a finger at Russia after its investigation of the Democratic National Committee email hack prior to the 2016 U.S. presidential election. Since then, it’s capitalized on the surging interest in online security to raise new funding (another $100 million in May) and to sign on ever-more clients. CrowdStrike tells LinkedIn that more than 10 percent of the Fortune 1000 now leverage its tech and services.
Global headcount: 760
Global headquarters: Sunnyvale, Calif.
In-person intro: The company flies all new hires in from around the world to meet with execs and learn about company's strategic direction in person.
Valuation: $1.01 billion
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Increasing efficiency: Chicago-based predictive analytics firm Uptake added more than 300 jobs this year. The company’s software analyzes sensor data to improve productivity and decrease failures across a host of industries, from aviation to energy. One example: wind farms. Uptake’s software can predict when parts on a turbine may soon need to be replaced, preventing costly outages.
Global headcount: 800
Global headquarters: Chicago
Your name here: Employees who submit patentable ideas for company review can be awarded up to $2,000 and named inventors if the patent is granted.
Valuation: $2 billion
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Cash, credit, or a loan: Third-party lender Affirm aims to offer shoppers an alternative at the register by providing quick and easy personal loans with fixed monthly payments. The company recently announced it’s available at checkout with more than 1,000 merchants, up from 100 a year ago, often for higher-priced merchandise like furniture and electronics.
Global headcount: 280
Global headquarters: San Francisco
Origin story: Despite just having sold PayPal to eBay for $1.5 billion in 2012, Max Levchin couldn’t get approved for a car loan. He was haunted by minor credit issues racked up in college. The experience proved to him that FICO scores weren’t useful for determining credit worthiness and helped birth the idea for Affirm, where he’s co-founder and CEO.
Valuation: $781 million
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New foundation: Construction projects rarely finish early or under budget. Katerra wants to streamline the process — by owning all of it. With its model, developers don’t parcel out work to contractors who in turn subcontract again, which inflates costs. Katerra oversees everything, from design to materials sourcing and assembly. Its Phoenix, Ariz., manufacturing facility can build a 24-unit apartment building every two weeks.
Global headcount: 850
Global headquarters: Menlo Park, Calif.
Who it’s hiring: The company writes that it looks for employees who can “think big, and lead from any seat.” Another core corporate value: frugality. As the company looks to trim costs from the construction process, one cultural principle is working “in the most cost-efficient manner possible.”
Valuation: $1 billion
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Ding-dong: Video doorbell company Ring turns your smartphone into a surveillance hub, sending you a live feed of your front door. The company, rejected by judges on “Shark Tank” in 2013, went on to generate an estimated $160 million in sales last year. It recently expanded into other user-friendly home security products like floodlight cameras.
Global headcount: 1,500
Global headquarters: Santa Monica, Calif.
Doing battle: In his quest to stay ahead of competitors, CEO Jamie Siminoff treats employees as “confidants in war,” the LA Times reported, “bestowing them with dog-tag-style security badges inscribed with name, start date and title.” Another corporate rarity: Ring’s dozens of team leaders have nearly full autonomy — no mandatory management meetings or even budgets — to encourage speed and innovation.
Valuation: $431 million
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Rethinking real estate: Convene designs and operates corporate meeting spaces, and sees its business model as much more, calling it “workplace as a service.” The company amps up the cool factor of average office buildings by adding high-end touches more common in luxury hotels like microbrew coffee shops and farm-to-table meals. It brought in $40.7 million in revenue in 2016, up from $28.9 million the prior year.
Global headcount: 320
Global headquarters: New York City
Coffee talk: Within a month of starting at Convene, every new hire meets with one or both of the company’s co-founders to chat over coffee. They also receive a giant chocolate business card with their name on it.
Total funding: $113.5 million
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Open classroom: Online education giant Coursera offers a multitude of digital courses on topics from cryptocurrency to game theory. It has grown to over 28 million users globally and is adding nearly a half million new users every month, the company told LinkedIn. Coursera is committed to amping up the technical skills of underemployed people worldwide, often partnering directly with governments to close the skills gap.
Global headcount: 300
Global headquarters: Mountain View, Calif.
Hit the books: Employees enjoy free Coursera courses as well as time during working hours to meet with colleagues in study groups.
Valuation: $800 million
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Customized: Online styling service Stitch Fix pairs customers with its more than 3,000 personal stylists to gauge wardrobe needs and dispatch regular boxes stuffed with clothes, shoes, and accessories. There is a strict separation between the company’s merchandising and data teams to ensure its recommendation algorithms get just the right products into customers’ hands.
Global headcount: 5,800
Global headquarters: San Francisco
On the market: The company recently filed for its much-anticipated IPO; it reported$977 million in revenue in its most recent fiscal year and lost $594,000, although it was profitable in previous years.
Valuation: $314 million
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Alibaba of the West: Wish, a mobile commerce app, connects shoppers directly with the suppliers of everything from down jackets to wireless chargers. This direct access to manufacturers, many of which are in China, means cheaper prices and a huge selection: the site has tens of millions of listed products.
Global headcount: 310
Global headquarters: San Francisco
Making money: The 7-year-old startup has raised over $1 billion in funding from the likes of Founders Fund and GGV Capital. That bet may pay off. Wish has an annual run rate in the “middle single billions” and is profitable, according to Joe Lonsdale, an investor in the company.
Valuation: $3 billion
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Wooing millennials: Online brokerage Robinhood lets members make trades without paying any fees, an appealing proposition for many first-time traders. "Free is pretty difficult,” says co-founder Baiju Bhatt, noting that most of the company’s employees are software engineers focused on building automation into the system to ensure customers can easily trade without human guidance or intervention.
Global headcount: 100
Global headquarters: Palo Alto, Calif.
On the rise: Robinhood doubled its base to 2 million users in the past year, and Bhatt estimates that 90 percent are under age 40. The company expects to double its headcount next year to keep up with the growth.
Valuation: $1.3 billion
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Threats thwarted: Cybersecurity company Darktrace uses AI and machine learning to defend enterprise networks. Rather than building perimeters to keep hackers out, it looks at what normal behavior is in a system and raises alarms when something deviates. The company was founded by mathematicians from the University of Cambridge.
Global headcount: 600
Global headquarters: Cambridge, UK
Unsolved problem: Darktrace has raised $180.5 million in total, including a new $75 million funding round earlier this year, putting its valuation near unicorn territory. Its more than 3,500 customers include even water-supply systems, eager for help. “The problem of cybersecurity is still unsolved,” CEO Nicole Eagan told Bloomberg TV.
Valuation: $825 million
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Get connected: Sprout Social is an enterprise social media management platform that helps companies with the often chaotic task of tending to their presence across multiple social networks. More than 19,000 brands currently use Sprout, and the company has been expanding both its workforce and its capabilities to meet demand. Sprout grew its headcount by 80 percent since September 2016 and added features like Instagram scheduling and a built-in image editor.
Global headcount: 400
Global headquarters: Chicago
Access to the top: All new employees meet with Sprout CEO Justyn Howard shortly after starting. They can ask questions and hear straight from the top boss about the company’s values and vision.
Valuation: $500 million, according to the company.
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Powerhouse partnership: Hyperloop One recently announced an investment from and partnership with Virgin Group that gives Richard Branson a board seat and rebrands the startup: Meet Virgin Hyperloop One. The company, which remains independent, will be able to tap into Virgin’s expertise in operations, safety and passenger experience as it looks to commercialize its first hyperloop systems as early as 2021.
Global headcount: 300
Global headquarters: Los Angeles
Farther and faster: Virgin Hyperloop One’s autonomous system uses electric propulsion through a low-pressure tube, which could reach airplane-equivalent speeds once fully developed. In a second phase of testing in July, its XP-1 pod reached 190 mph and a maximum distance of 1,433 feet, going farther and faster than its initial runs in May.
Valuation: $700 million
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Data driven: Snowflake Computing is a pay-as-you-go data warehouse for the cloud. The 5-year-old company boasts clients like Adobe, Capital One and Sony Pictures and says its sales have increased 300 percent in the past year while its workforce roughly doubled. It raised $105 million earlier this year, bringing its total funding to $210 million, in part to open more sales offices worldwide. It tells LinkedIn it expects to add another 300 jobs next year, a move that would again double the size of the company.
Global headcount: 280
Global headquarters: San Mateo, Calif.
Warm welcome: In a personal touch at the weekly all-hands meeting, CEO Bob Muglia introduces each new employee, asking them to stand as their colleagues provide thunderous applause and cheers.
Valuation: $500 million
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AI to the rescue: ThoughtSpot is an analytics platform that aims to take the pain out of using business intelligence tools. Its AI-powered software lets users ask questions in everyday language, similar to a Google search. Customers include Chevron, Capital One and OpenTable, with the company aiming for 20 million users by 2020.
Global headcount: 220
Global headquarters: Palo Alto, Calif.
In it together: Co-founder and CEO Ajeet Singh describes himself as “Chief Coffee Maker” and sees his job as being there to help others, even if it's just brewing another pot. ThoughtSpot’s commitment to “selfless excellence” extends into a Slack channel where employees can applaud each other for good deeds.
Valuation: $417 million
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Offline marketing magic: Zenreach has transformed free wifi from a service into a tool: brick-and-mortar businesses can collect the email, demographic information and visit behavior of customers just by inviting them to log onto in-store wifi. Companies can then use that information to better target marketing campaigns to the right consumers at the right time.
Global headcount: 220
Global headquarters: San Francisco
Star-studded cast: Zenreach has raised $80 million in funding and collected a star-studded list of investors, including Peter Thiel, Kevin Durant and Ashton Kutcher.
Valuation: $193 million
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Keeping data safe: Storing, protecting and analyzing data is big business, and multiple enterprise startups are competing to own the space. Cohesity has been rapidly gaining momentum with its proprietary technology that allows companies to streamline their backup and data protection while delivering real-time analytics. Its products have wooed the likes of Cisco and Hewlett Packard Enterprise, which are both investors.
Global headcount: 210
Global headquarters: Santa Clara, Calif.
Bonding on the beach: Last December, CEO and founder Mohit Aron paid for all employees and their families to vacation in Hawaii to celebrate the 4-year-old company’s rapid growth.
Valuation: $537 million
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Customer service meets business insight: Pendo is making that ubiquitous — and loathed — emailed customer feedback survey obsolete. Its software leverages in-app surveys, polls and analytics to give product developers more detailed user feedback. Revenue is up 400 percent compared to a year ago, Pendo told LinkedIn.
Global headcount: 150
Global headquarters: Raleigh, N.C.
Better than Bitmoji: The Raleigh, N.C.-based startup plans to double in size this year, with an estimated 150 job openings planned for the next year. New hires can look forward to their own hand-illustrated avatar that lives on Pendo’s website and their own personal coffee mug.
Total funding: $56 million, according to the company.
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Know your customer: Moda Operandi is redefining what it means to be a luxury shopper in a digital age, allowing customers to pre-order clothing, accessories and jewelry straight from the runway online. New this year is Moda Operandi Madison, a private boutique off of New York’s Madison Avenue for exclusive events and appointments.
Global headcount: 200
Global headquarters: New York City
Happy (furry) employees: Dogs are welcome in the office anytime, including at Moda Operandi’s weekly Friday happy hours. Biped employees also get bonus and equity at every level.
Valuation: $330 million
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Open-source operation: Databricks is helping companies like Salesforce, Viacom and Shell accelerate innovation by unifying analytics across engineering teams, data scientists and business partners. The company was founded by the creators of the open-source processing engine Apache Spark and is committed to continuing that open tradition. Databricks believes “that no computing platform will win in the big data space unless it is fully open.”
Global headcount: 220
Global headquarters: San Francisco
This is the droid you’re looking for: Databricks employees enjoy free catered lunch every day, Boba tea twice a week and the chance to spot an R2D2 model around the office daily.
Valuation: $856 million
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Easier apps: Skuid is a champion of the better user experience, believing that low adoption rates of business software traces back to bad UX. Based in Chattanooga, Tenn., Skuid’s platform lets businesses build analytics apps with a drag-and-drop interface instead of coding. It scored a $25 million investment this year from Iconiq, the family wealth manager of tech titans like Mark Zuckerberg.
Global headcount: 175
Global headquarters: Chattanooga, Tenn.
Health, ensured: Skuid covers 100 percent of insurance premiums for its employees and their dependents.
Total funding: $35.62 million
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Taking the pulse: Glint attempts to go beyond the employee-happiness survey of old. One of its newest products, Narrative Intelligence, uses AI to analyze employee comments and provide a visual map of what employees care about. HR execs rejoice: No more reading through thousands of survey comments.
Global headcount: 130
Global headquarters: Redwood City, Calif.
Walk the talk: Based on its own employee feedback, Glint has added programs like No Meeting Wednesdays, volunteer opportunities and adjustable-height desks for all employees.
Total funding: $119.17 million
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Standardizing software: Docker is an open-source platform that allows developers and system administrators to build, ship and run distributed applications. Its container-as-a-service platform packages software into standardized units for easier access by teams and clients, which can speed up software shipments as much as 7x for companies, according to Docker.
Global headcount: 325
Global headquarters: San Francisco
Who needs groceries: Employees at Docker can help themselves to lunch, dinner, snacks, and bottomless cups of coffee at the office.
Valuation: $1.3 billion
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Making free services pay: Credit Karma built a profitable business providing free credit reports, credit monitoring services, and — in the wake of the Equifax breach — free ID monitoring. Its services have attracted 75 million users to date, including almost half of all American millennials, according to the company. This year the fintech startup topped $500 million in revenue and opened new offices in Charlotte and Los Angeles.
Global headcount: More than 700
Global headquarters: San Francisco
Recharge in the office: Perks include an on-site spa for manicures and pedicures, nap nooks and dedicated rooms for music jam sessions, art creation and retro arcade games.
Valuation: $3.5 billion
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Better sleep, wherever: Direct-to-consumer mattress maker Casper has gone beyond its flagship single product. It introduced products like a humidity fighting duvet, an adjustable bed frame and a dog bed. Casper has also gone offline in a big way this year, launching a roving “bedmobile,” retail pop-ups and a Target partnership that puts its products in stores across the U.S.
Global headcount: 350
Global headquarters: New York City
Sleeping on the job: New employees receive a full suite of Casper sleep products, from the mattress to pillows to sheets, to ensure they are well-rested. If mid-afternoon sleepiness hits, they also have access to office nap pods for a quick snooze.
Valuation: $920 million
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Making search flexible: Elastic believes that good things come from connecting the dots — lots and lots of them. The company builds open-source data software for easier search, logging, security and analytics in real-time. Elastic’s products have been downloaded more than 150 million times and its community has grown to more than 100,000 developers across 100 countries.
Global headcount: 600
Global headquarters: Mountain View, Calif.
Distributed talent: Elastic searches far and wide for the best tech talent regardless of location — and embraces a distributed workforce model. The company started with employees in places like Amsterdam, London, Prague and Barcelona.
Valuation: $700 million
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Reported by: Chip Cutter, Susan Jackson, Laura Lorenzetti and Ashley Peterson
Corrections: Valuations and funding for Sprout Social, Udacity, Aryaka Networks, Convoy, Pinterest and Cylance have been updated with information directly from the company. Global headcounts for Ring, Darktrace, Pinterest and Airbnb have been updated. WeWork recently acquired Flatiron School; it was incorrectly stated as the company's first acquisition.
资讯
2017年11月05日
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英文阅读：（人工智能与人力资源）AI and human understanding will win the war for talent
简单讲就是AI人工智能与人力资源是一个好的结合点，尤其是招聘面试的时候，AI可以更好的帮忙搜索简历，进行人才搜寻。
同时面试的时候可以用人工智能的聊天机器人与候选人进行基础的面试管理安排以及与面试官进行协作。这块国内专注面试管理服务的优面宝已经开始这方面的工作。在前期职位分析与人才匹配阶段国内很多招聘服务机构也开始了各种的AI机器人的工作。
一切都在路上！人工智能在人力资源上的机会刚刚开始！
One of the most well known tropes in startup and tech culture is that your business is only as good as the team behind it. You can’t do anything without having a strong team, and the most important job for every manager is to hire quality talent that fits into the preexisting team dynamics. The HR and recruiting industry has dedicated itself to finding the people who are right for your company, but the process of skimming resumes and calling in highly rated candidates for an interview hasn’t changed for the past decade or so.
However, the newest trend, AI, is infiltrating all industries. While it might be a very good thing, you shouldn’t put all your hiring eggs in that AI basket. The best solution combines the strengths of HR and AI.
AI in the hiring process
We’ve all been hearing (and reading) about how AI will completely take over our lives. We’ve also been frightened into thinking it will soon replace all of us. While the job of getting people jobs will not be replaced by AI anytime soon, the tech can offer major improvements to the process.
To find the right talent, you need to have the ability to scan resumes quickly, read people immediately, and imagine the future of the applicant sitting in front of you. While some of that work can be replaced by AI, currently we are nowhere near an AI that can read people and assess their fit within the culture of the workplace. But some of the processes for finding the right people to join your company — such as immediately asking for more information, screening, and highlighting special candidates — can be done more quickly and efficiently with AI.
The integration of AI is not just about saving the company time and resources. It also saves time and uncertainty for the candidate. Getting back to top talent to set up an interview a week from now is the best way to have them move on to the next opportunity. If you can provide instantaneous feedback on every application, you get a leg up over other companies looking to snag that candidate, instead of wasting their time and missing a hire.
Onboarding with chatbots
The optimal way to maximize efficiency is combining human and technological resources. A chatbot can onboard new candidates as quickly as possible, as opposed to a form that might never get filled out. If you build a real AI chat bot, you can give candidates real-time feedback on their applications and ask questions to gather information before any interview is scheduled. The bot can even automatically analyze the candidate’s resume and information while onboarding and give them real-time responses relevant to them, making sure that the right people get called in for an interview and that the interviewer has the right information before even asking the first question.
After the chatbot has done its job and flagged the relevant candidates according to your parameters, the human element kicks in. Hiring managers don’t have to read the whole resume, supporting documents, and answers to a questionnaire because AIs can create a personalized summary of documents. The AI behind the hiring process can create a five-bullet summary of everything that’s important to know about each candidate. It can even set up the interview on its own. This means even small companies where C-level executives do the hiring don’t waste time on pre-interview screening, and interviewers have concise information about each candidate before they walk in the room.
The interview is where the human intelligence and expertise shine. Things like a candidate’s cultural fit, connection, and ability to work with others, along with the hiring manager’s overall impression of a person, are vital. Humans can focus on what they do best and automate the rest.
The future of AI in recruiting
At the end of the day, hiring a person doesn’t just hinge on facts and figures, it depends on who they are. And that’s something AIs still can’t assess. But the process of going through those facts and figures to see if someone is qualified can certainly be automated by an intelligent bot. The value is increased by the fact that you can onboard and convert candidates quickly, meaning top talent will be more likely to work for you and you’ll take less time filling important positions at your company. The combination of AI and human understanding is what hiring managers need to win the war on talent — and save a few dollars, as well as time.
Moritz Kothe is the chief executive officer of kununu, a place to find and share workplace insights.
资讯
2017年11月04日
资讯
设计工具InVison获1亿美元E轮融资，企业客户包括Airbnb、迪士尼、耐克
纽约设计协作工具InVison近日完成1亿美元E轮融资，领投的是Battery Ventures，跟投的有原投资人Accel、老虎环球基金、FirstMark和ICONIQ Capital，以及新投资人Spark Capital和Geodesic。
成立于2011年的InVision，立志给设计师提供一款方便的工具，在网站或应用需要稍作改动时，不用工程师们一个代码一个代码地敲出来。自成立以来，财富100强中已经有80%的公司成为该公司客户，用户超过300万，来自Airbnb、迪士尼、耐克等。
“屏幕是最重要的地方。”InVision CEO Clark Valberg说，“每家公司都在向数字方向发展，在这过程中，他们必须重新思考员工、惯例和平台。InVision正成长为产品设计的操作系统，跨越从想法萌生到产品开发再到产品交付的整个过程。”
InVision近来十分忙碌。
不久前，该公司宣布成立InVision Studio，旨在和Photoshop及Sketch竞争，让设计师不仅和同事协作时有工具可利用，进行初始设计师也能有所帮助。InVision还收购了Brand.ai，一款利用云端资产管理技术帮助管理大型设计团队的工具。
InVision表示，其70%的用户都不是管理团队员工，这也是过去6年里，公司能获得如此成功的部分原因。
在谈到公司快速发展和成功的秘诀时，Valberg说，“我们所做的一切，都受到一项启发，那就是世界上最优秀的设计团队们为我们开发出了我们最爱的东西。Netflix和Airbnb的设计团队不只是给我们发邮件，他们告诉我们，未来的产品设计将走向何方，设计工具应当如何依此更新。我密切关注着这些变化，从而能够对这些需求作出回应。”
Valberg补充说，这种亲近用户需求的做法，以及InVision和设计团队建立的“真实、亲密的关系”，是其区别于Adobe等其他同类公司最显著的一点。
【猎云网（微信号：ilieyun）】11月2日报道 （编译：可芮ccino）
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