From the course: DJ Patil: Ask Me Anything
How can a company retain employees?
From the course: DJ Patil: Ask Me Anything
How can a company retain employees?
(techno music) - As a leader, how do you retain, not just grow and develop but also retain good people? - I fall into the bucket of people who subscribe to the tour of duty model where it says look if you're here for a bit of time, awesome, let's do something amazing together. And hopefully we are making it such an awesome place that you want to stay. That you are growing because it's so great. But if not, you should go somewhere else and maybe you come back, maybe we do something later. It's a more fluid argument. In the teams I work with, we really have three rules that we have when we're looking for a new talent or bringing on somebody or thinking about how do they go on as we iterate and build the team. The first is, and it's easy to say this is in the Silicon Valley mindset which is would I give a decent chunk of my equity to you? Another way you can say it, is would I give a big chunk of my salary to you, but why? Because I know that by bringing you onboard, we are going to disproportionately do better overall. Maybe it's our bonuses, whatever. But it's just a proxy to think of it in the mental model of you've brought somebody onto the team that you can trust implicitly. It's so good and you know that they're going to give you such value in return that you'd be like yes, please take some chunk of my earnings to be here. Two is will you knock the socks off of the organization in 90 days, maybe 60 days? But will you just totally wow the company. It's saying we are going to massively commit to making you successful so you blow the socks off the organization in 90 days. And you are committed to working aggressively fast on key problems and show how you are going to disproportionately make value and impress everybody. The third one is in four to six years, will you be doing something amazing, amazing? Because we want to be around people that foster the culture of intellectual honesty, curiosity. But also, we want to be around people that are going to go chase for the stars. When I left LinkedIn, that was part of the idea also. It was like look, I'm off to go do something, I'm going to walk this path. In my case, the first time I did it, I had a colossal failure right out of the bat. The first thing I went and did, I had a spectacular failure. But then I got back up and we tried it again. And that's where we started to grow, like start galvanizing not only the science community, but then created RelateIQ and all these other things. It doesn't mean it has to be a straight always linear success story. But you can go around and around as you kind of iterate and test in all those people. And many of those people who've gone off from our teams here and then people I've been able to work with have gone on to do phenomenal things. And by the way, every one of those people when they came on, it was like would I give them a big chunk of my equity? In a heartbeat, because they are so good. Would I be, did they knock the socks off of the company? Oh, absolutely. And many of the things they, ideas came up with, became mainstay projects or products in many cases or ideas that transformed the trajectory of everything we've worked on. (techno music)
Contents
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What were you like as a kid?3m 17s
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How did your parents influence you?1m 55s
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How did you navigate college?4m 7s
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What are some fond memories from grad school?2m 45s
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How can we foster learning for everyone?5m 9s
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What's the importance of learning liberal arts?2m 30s
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What advice do you have for job seekers?3m 23s
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How did data science come about?4m 8s
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What does it take to be a data scientist?4m 1s
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Why is apprenticeship important?3m 41s
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How can a data scientist influence policy?2m 20s
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How can I prepare for data science in college?4m 56s
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How can hackathons benefit me?1m 30s
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How did you use data in grad school?2m 15s
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How is data used in the US?3m 55s
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How is data used worldwide?1m 38s
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How do you expose holes in cybersecurity?3m 32s
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How can we educate people about hacking?2m 30s
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What are the real threats to personal data?4m 6s
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Should we focus on media headlines?1m 39s
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How can we educate people about data use?3m 34s
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How can people fight for data privacy?2m 46s
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What's the role of the data scientist in 15 years?4m 30s
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What are you working on currently?3m 31s
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How can we make data secure?3m 26s
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How to serve the people with data science?1m 47s
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What's the difference between wisdom and experience?1m 54s
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How do you advocate for science?2m 3s
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What is the role of AI in today's world?2m 54s
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What's an example of ethical hacking?2m 9s
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How do you bring data science into the workplace?2m 29s
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What is the role of AI in human resources and recruiting?3m 3s
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What are tools every data scientist should own?2m 44s
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Is there a data science code of ethics?4m 6s
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What are AI threats in the cybersecurity world?4m 38s
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How can data scientists better inform the general public?1m 30s
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How can people participate in data science?2m 31s
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Why do people fear a machine revolution?2m 18s
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How can data inform healthcare?1m 31s
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Why should we democratize data?2m 14s
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How are you advocating for science?3m 9s
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Why is the march for science important?3m 42s
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What is AI?1m 37s
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What is an example of robust machine learning?4m 31s
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What is AI's place in healthcare?3m 29s
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How can AI impact clinical trials?3m 22s
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How can a data scientist be best leveraged for business?1m 28s
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What does a data science team need to thrive?2m 56s
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What are the pros and cons with AI in HR roles?3m 27s
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What should be in a data scientist's toolbox?3m 23s
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What makes up a good data science team?2m 3s
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What new projects are you working on?2m 51s
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What data science projects are you working on?1m 40s
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How can AI and machine learning (ML) help cybersecurity?3m 54s
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How can governments fight back against AI attacks?3m 5s
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What can the public do to protect against AI attacks?1m 14s
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What are neural networks (NN)?2m 8s
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What's the difference between ML and NN?1m 42s
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Do you have a favorite machine learning technique?1m 7s
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How does the Internet of Things work?1m 38s
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What is a connected city?3m 3s
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What is the fear associated with data?2m 30s
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How can we address the fear of machines taking jobs?3m 20s
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What about job loss due to AI?1m 43s
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What's the reality of bringing back jobs?1m 50s
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What is a scientific process for data science?2m 46s
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What is your tip for not getting overwhelmed by big data?1m 40s
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How do you accept that you're not going to know stuff?2m 38s
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What is a dynamic range?2m 1s
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When does data leave holes?3m 8s
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How important is diversity on a data science team?2m 13s
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How does data influence people's emotions?4m 15s
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How do you train yourself to be intellectually curious?2m 20s
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How do we empower people to foster dialogue?3m 33s
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What is your philosophy on leadership?2m 56s
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How can a company retain employees?3m 42s
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How do you cultivate employee development?3m 18s
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How do you identify algorithmic biases?2m 46s
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Can you describe the process of ethical testing?2m 46s
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How do you feel about machine learning for business decisions?1m 52s
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Can you talk about your book?4m 10s
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What are possible solutions for displacement?2m 23s
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What impact does technology have on the US economy?3m 2s
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Can you discuss the future of intelligent things?3m 26s
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What are the current issues with data collection?2m 10s
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How is technology changing human expectations?1m 7s
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Wrapping up1m 5s
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