System1
Los Angeles
201-500 employees
We use the insights from behavioural science to predict, guide and create effectiveness for marketers.
Prior Listings
- Optimization Analyst
- Senior Experimentation Analyst
- Optimization Analyst
- Lead Data Analyst
- Senior Performance Marketing Analyst, Paid Search
- Growth Marketing Analyst, Lead Gen
- Experimentation Analyst
- Software Engineer, Data
- Senior Product Manager, Data Science
- Software Engineer, Data Ops
- Principal Machine Learning Scientist - Search & Recommendations
- Senior Business Intelligence Analyst
- Senior Manager, Machine Learning Engineering
- Lead Data Scientist
- Principal Research Scientist
- Optimization Analyst
- Senior Data Analyst
- Senior Machine Learning Scientist - Search & Recommendations
- Product Marketing Analyst
- Director of Machine Learning Science - AI Automation & Optimization
Senior Machine Learning Scientist - AI Automation & Optimization
Senior Machine Learning Scientist - AI Automation & Optimization
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 AI Automation & Optimization team. This is an individual contributor role focused on driving research and development of new cutting-edge machine learning and artificial intelligence algorithms that power automation and optimization capabilities 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 designing and building algorithms to automate and optimize planning and decisioning for complex dynamic systems with imperfect information. You should keep up with the latest academic research and developments in reinforcement learning (e.g. MuZero, AlphaStar, growing-tree counterfactual regret minimization, etc) and stochastic black box optimization and understand how these algorithms can be applied to automate and optimize execution of large-scale advertising campaigns to balance both performance and portfolio risk.
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 an automated and intelligent advertising system by advancing the state-of-the-art in machine/reinforcement learning techniques to support large-scale optimization of media/channel mix, ad selection, bidding and overall campaign performance, etc
- Deploy and test promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved ML driven products and capabilities
- Keep abreast of relevant research in online ad auction design, computational advertising, and computational economics
- Build expert knowledge in computer science, machine learning, data mining, reinforcement learning, large-scale robust optimization techniques and more
- Work with cross-functional teams of engineers, scientists, and analysts, to devise implementation and experimentation strategies
- Actively contribute to the wider internal and external data science and machine learning communities by sharing and publishing research and findings
- 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 intelligent automation and optimization systems
- Strong machine learning and algorithmic background with a deep understanding of advanced reinforcement learning and 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
- Fluency with at least one data science/analytics programming language (e.g. Python, R, Julia)
- Strong functional programming development skills (preferred)
- Ability to effectively communicate technical information to a wide spectrum of cross-functional team members
- Experience mentoring and coaching junior team members
What We Have to Offer
- Competitive salary + bonus + equity
- Generous PTO + 11 Company Holidays
- Untracked sick time
- 100% covered Medical, Dental, Vision for employees
- 401k w/match
- Paid professional development
- Leadership & growth opportunities
- Virtual company and team building events
- #BI-Remote
- #LI-Remote
This job is no longer open