INACTIVE
Full-Time
Principal Machine Learning Scientist
Ad & marketing platform
Data & Analytics
$164,500 - $292,000
Junior, Mid, Senior
Seattle, WA, USA
Required Skills
Python
Data Science
Tensorflow
R
Data Structures & Algorithms
Pytorch
Data Analysis
Requirements
- 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
- 5+ 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
Responsibilities
- Provide both hands-on/individual contributor support and technical thought leadership in the 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
- Maintain expert knowledge in computer science, machine (and deep) 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
- Utilize broad and deep knowledge of machine learning to contribute to the development of System1's roadmap for core machine learning capabilities
- Coach and mentor data scientists to elevate the talent bar across System1
System1's mission is to provide the most accurate and useful predictions in marketing. The company operates a Responsive Acquisition Marketing Platform to connect high intent customers with advertisers at scale.
Company Stage
IPO
Total Funding
$920M
Headquarters
Los Angeles, California
Founded
2013
Growth & Insights
Headcount
6 month growth
↓ -4%1 year growth
↓ -7%2 year growth
↓ -1%Benefits
Great compensation
401(k) company match
Excellence benefits
Charitable gift matching
Education subsidy
Referral bonus
Weekly happy hour
Catered lunches & free snacks
Weekly workouts
INACTIVE