Tech Lead Manager (Machine Learning) |M1|
Tasks
- Apply compliance guardrails
- Apply fairness guardrails
- Build data pipelines for feature engineering
- Build feature stores
- Conduct code reviews
- Conduct design reviews
- Develop reinforcement learning models
- Ensure ML system reliability
- Ensure platform scalability
- Implement multi armed bandits
- Improve model effectiveness
- Lead ML model deployment and monitoring
- Mentor and coach ML engineers
- Monitor and adapt models to changing environments
- Optimize feedback loop for real time decisions
- Own machine learning lifecycle
- Partner with product and design
- Train ensemble models
- Translate business problems into ML tasks
Perks/Benefits
- 401k match
- Coaching and management mentoring
- Hands-on mentorship
- Health benefits
- Paid parental leave
- Remote work flexibility
- Team learning development budget
- Unlimited PTO
- Wellness package
Skills/Tech-stack
Compliance | Data Pipelines | Ensemble learning | Fairness | Feature Store | Generative AI | MLOps | Machine Learning | Model Deployment | Model Monitoring | Multi-Armed Bandits | Python | Reinforcement Learning | SQL | Supervised Learning | Unsupervised Learning
Education
N/A
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