System1
Los Angeles
201-500 employees
We use the insights from behavioural science to predict, guide and create effectiveness for marketers.
Senior Machine Learning Scientist - Search & Recommendations
Senior Machine Learning Scientist - Search & Recommendations
This job is no longer open
System1 is looking for an experienced machine learning practitioner to join our data science and machine learning team as a Senior Machine Learning Scientist supporting the Search & Recommendations team. This is an individual contributor role focused on driving research and development of new cutting-edge machine learning and artificial intelligence capabilities that power dynamic content decisioning for one of the biggest real-time acquisition marketing platforms in the world - reaching 100s of millions of users every month.
The ideal candidate will have experience researching, developing, and deploying cutting-edge machine learning search, recommendations, and advanced personalization algorithms into production systems. You should keep up with the latest academic research and developments. You should have strong engineering skills and experience with integrating machine learning and engineering in a dynamic production environment.
With billions of data points ingested daily and the ability to impact and automate millions of critical decisions that drive the core of our business, this is a unique opportunity to build new advanced ML and AI capabilities at a company that still innovates at the pace of a startup but has the data and scale of a successful billion dollar company!
The Role You Will Have
- Hands-on development of highly scalable algorithms based on state-of-the-art machine learning models to build products delivering new recommendations, search, personalization, and dynamic content decisioning capabilities
- Leverage knowledge of software engineering principles to guide development and deployment of production machine learning solutions that can scale to millions of requests per second with millisecond latency
- Research the latest in machine learning for emerging techniques in natural language understanding, semantic search, image recommendations, and optimal ranking
- Actively contribute to the wider internal and external data science and machine learning communities by sharing and publishing research and findings
- Work with cross-functional teams of engineers, scientists, and analysts, to devise implementation and experimentation strategies
- Contribute to the development of System1’s roadmap for core machine learning capabilities
What You Will Bring
- Bachelor's degree (Master's or Ph.D preferred) in a highly quantitative field (e.g. Computer Science, Engineering, Physics, Math, Operations Research, etc) or equivalent work experience
- 2+ years of experience researching & developing algorithms for search and/or dynamic content recommendations
- Strong machine learning and algorithmic background with a deep understanding of advanced language models, recommendations and search systems, and advanced deep learning techniques
- Hands-on experience using high performance machine learning libraries and/or deep learning frameworks (e.g. PyTorch, Tensorflow, RAPIDs, etc)
- Hands-on experience building ML driven products
- Experience leading technical research and production grade development efforts/teams
- Fluency with at least one data science/analytics programming language (e.g. Python, R, Julia)
- Strong software design and implementation skills with a general-purpose programming language (e.g. Rust, Scala, C++/C#, Java, Haskell, etc)
- Experience building scalable distributed products to implement batch, real-time, and streaming machine learning products
- Strong functional programming development skills (preferred)
- Ability to effectively communicate technical information to a wide spectrum of cross-functional team members
What We Have to Offer
- Competitive salary + bonus + equity
- Generous PTO + 11 company holidays
- Open sick time
- 100% covered Medical, Dental, Vision for employees
- 401k with match
- Health & Dependent Care Flex Spending Account
- Paid professional development
- Leadership & growth opportunities
- Virtual company and team building events
- #BI-Remote
- #LI-Remote
This job is no longer open