Sr. Software Engineer, Machine Learning
June 25
🔄 Hybrid – Bay Area
Description
• Apply state-of-the-art machine learning techniques, including deep learning, reinforcement learning, causal inference, and optimization, to enhance our foundational recommendation models • Leverage your expertise to deliver highly personalized and curated recommendations tailored to our users' preferences • Develop algorithms that optimize our complex ecosystem to meet multiple disparate objectives • Design and implement cutting-edge machine learning algorithms using deep learning frameworks and distributed data processing frameworks such as Spark • Work with big data (handling 1.6B+ user swipes per day) to improve the accuracy and relevance of recommendations • Collaborate with other machine learning engineers, backend software engineers, and product managers to integrate ML models into our systems, improving user experience and driving business objectives
Requirements
• PhD or MS in machine learning, computer science, statistics, or another highly quantitative field • Hands-on experience in designing and building large-scale recommendation systems • In-depth knowledge of deep neural networks, particularly in the recommendations domain • Proficiency in deep learning frameworks such as TensorFlow, Keras, etc.Proficiency in Python, Java, Scala, or similar programming languages • At least 5 years of professional experience in relevant fields
Benefits
• Unlimited PTO (with no waiting period) • 10 annual Wellness Days • Time off to volunteer and charitable donations matched up to $15,000 annually • Comprehensive health, vision, and dental coverage • 100% 401(k) employer match up to 10% • Employee Stock Purchase Plan (ESPP) • 100% paid parental leave (including for non-birthing parents), family forming benefits, and Milk Stork, which provides access to breast milk shipping for business travel, surrogacy, and employee relocation • Investment in your development: mentorship through our MentorMatch program, access to 6,000+ online courses through Udemy, and an annual $3,000 stipend for your professional development • Investment in your wellness: access to mental health support via Modern Health, BetterHelp, and Insight Timer; paid concierge medical membership, pet insurance, fitness membership subsidy, and commuter subsidy • Free subscription to Tinder Gold
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