Arena
Arena empowers businesses across industries to make high frequency decisions fully autonomous.
51 - 200
Machine Learning Scientist
June 4
🏢 In-office - Manhattan
Arena
Arena empowers businesses across industries to make high frequency decisions fully autonomous.
51 - 200
Description
• As a Machine Learning Scientist at Arena, your responsibilities will include developing ML systems that power closed loop automated decision making for large enterprises. Our technology encompasses large transformer based models that feed multi-modal data in addition to Reinforcement learning based smart exploration/exploitation systems. Your work will span the spectrum from quick exploratory/experimental models to scaled, production processes. Your work may start from simple models, but the ultimate goal is to push the boundaries of what is scientifically and technically possible, and share those advances with the greater scientific community via publication and/or open source.
Requirements
• Working full time in our office in NYC • Model training, deployment and maintenance experience in a production environment • Strong skills in deep learning and related frameworks (ie. Pytorch, Tensorflow, DeepSpeed, Ray, Pytorch Lightning) • Experience in dealing with high performance, large scale ML systems • Strong high-level programming skills and passionate about good engineering, clean code, scalability • Deep passion for AI and building machine learning systems • Interested in the full ML stack from initial R&D through deploying models into production • Strong written and verbal communication skills to operate in a cross functional team environment
Benefits
• 99% of the monthly premium for Aetna medical insurance, plus vision and dental coverage • 401(k) Retirement Plan • Unlimited PTO • Lunch every day from local restaurants via Sharebite • Laptop and monitor provided
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