Staff Machine Learning Engineer, SentinelOne
NLP, LLMs, New PurpleAI product
Employee Stock Plan in the form of RSUs + Yearly bonus depending on company performance available
Autonomous cybersecurity platform
Job no longer available
Autonomous cybersecurity platform
1001+ employees
Job no longer available
Employee Stock Plan in the form of RSUs + Yearly bonus depending on company performance available
1001+ employees
Company mission
To defeat every attack, every second, of every day.
Role
Who you are
- Master’s Degree in any quantitative science or engineering field. Additional or directly relevant experience will be considered in lieu of a degree
- 7+ years of experience solving complex problems using modern AI/ML techniques
- Experience in designing, training and evaluating models
- Experience with collecting, building, and tailoring large datasets for training machine learning models
- Comfort-level working cross-functionally across both research and product teams
Desirable
- Prior experience leading the development of generative models and their applications
- Experience in software engineering and with data structures
- Experience with endpoint security or OS concepts
- Experience with model parallelism for working with large neural network architectures
- First-author publications at peer-reviewed AI conferences
- Expertise in natural language processing, especially practical experience developing modern, transformer-based language models
- Experience developing complex applications leveraging API-based LLMs
What the job involves
- We are continuously expanding the capabilities of SentinelOne, actively listening to customers and responding to their needs
- We are looking for a Staff-level AI / Machine Learning Researcher who will be directly involved in developing our core technology and ensuring we are always staying ahead of cybercriminals
- You'll be part of a team of globally distributed AI engineers and researchers, focused on bringing the most recent advances in machine learning technology to help our customers efficiently discover and defeat threats. We're the team behind products such as PurpleAI (released for general availability in April 2024, see also the latest demo), awarded one of the Top10 hottest cyber products of 2023, and more!
- As a ML specialist on the team, you will ideate and create features that will help our engineering teams as well as support our customers by providing better visibility into the health of the endpoints in the field
- You will collaborate across multiple engineering teams to design and build net new capabilities that will be used across SentinelOne’s industry-leading platform
- As Staff-level engineer, you should be willing and able to inspire others and lead them technically
- As we're extending our team by more new colleagues, your focus may be directed more to either Science side (take functional requirements in ML/AI from ideation to delivery) or Platform side (efficiently deliver models & science systems into production) - depending on your skills, experience & interests
Our take
Cybercriminals are now leveraging the power of automation to make the current threat landscape too advanced for a lot of legacy antivirus software. SentinelOne is a cybersecurity company that matches this automation with machine learning-focused software designed to help businesses defend against online attacks.
The company expanded the scope of its business from the endpoint security market to three markets valued at a combined $30 billion, including the corporate endpoint security and IT operations management markets. This gives SentinelOne a bigger potential customer base, although it also puts them in direct competition with more focused cybersecurity companies, in addition to its biggest competitor, CrowdStrike.
When the company went public in 2021, it made financial headlines as the highest-valued cybersecurity IPO ever, which gave SentinelOne a market capitalisation of $10 billion. However, it's since fallen to around $ 4 billion. It has subsequently launched S Ventures, a $100M fund, through which SentinelOne invests in cybersecurity startups and has expanded its partnership with major tax firm KPMG to accelerate cyber investigations and responses to threats.
Steph
Company Specialist at Welcome to the Jungle
Insights
61% employee growth in 12 months
Company
Funding (last 2 of 9 rounds)
Feb 2021
$100m
LATE VC
Nov 2020
$267m
LATE VC
Total funding: $800m
Company benefits
- Incentive-based Wellness Challenges
- Medical, Dental & Vision
- Gym Reimbursement
- Career Wellness Perks
- Mental Health & Mindfulness
- Paid Parental Leave
- 401k
- Flexible Spending Accounts
- Short & Long Term Disability Insurance
- Employee Assistance Program
- Life Insurance
- Unlimited Time Off
- Paid Sick Time
- Paid Holidays
- Happy Hours
- Parties & Celebrations
- Team Building Activities
- All-Hands & Town Hall Gatherings
Company HQ
Old Mountain View, Mountain View, CA
Leadership
Tomer Weingarten
(Co-Founder & CEO)They started their career in Software Development at Mckit Systems prior to co-founding dPolls and Carambola Media. They left their position as VP of Products at Toluna in December 2012 to found SentinelOne in January 2013, where they serve as CEO.
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