Lead Scientist, Machine Learning
USA-CA SMO 2220 Colorado Ave, United States
USD 150K-175K Senior-level Full Time
Tasks
- Define success metrics
- Deploy machine learning models
- Design machine learning systems
- Detect concept drift
- Develop machine learning models end-to-end
- Ensure ethical and explainable AI
- Evaluate generative AI use cases
- Identify model degradation
- Integrate ML outputs into dashboards
- Integrate ML outputs into decision support tools
- Measure ROI for ML initiatives
- Mentor junior scientists
- Monitor model performance
- Partner with finance data product engineering
- Productionize LLM workflows
- Prototype generative AI workflows
- Retrain machine learning models
- Set modeling standards and best practices
- Validate generative AI workflows
Perks/Benefits
- 401k immediate vesting
- Company holidays
- Fertility coverage
- Fitness reimbursements
- Flexible paid time off
- Medical, dental & vision coverage
- Outpatient In Network Mental Health Coverage
- Paid parental leave
- Paid winter break
- Student loan repayment assistance
- Tuition reimbursement
Skills/Tech-stack
AWS Glue | Accuracy Optimization | Accuracy evaluation | Amazon EC2 | Amazon SageMaker | Cloud Computing | Data Lineage | Data Privacy | Feature Engineering | Generative AI | LLM | Model Deployment | Model Monitoring | Prompt engineering | PyTorch | Python | Retraining | Scikit-learn | TensorFlow | Transformers
Education
Regions
Countries
States
Cities
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