Machine Learning Engineer, Data Mining
Boston, Massachusetts, United States; Remote U.S.
R
USD 144K-192K Senior-level Full Time
Tasks
- Apply model optimization for production
- Build ML pipelines for multimodal sensor data
- Build active learning workflows
- Build dashboards for system performance
- Develop embedding based search tools
- Follow software engineering standards for ML code
- Identify regressions and support data mining operations
- Implement data preprocessing and augmentation pipelines
- Implement supervised and self supervised learning
- Monitor model health and data drift
- Perform code reviews and write technical documentation
- Train and fine-tune machine learning models
Perks/Benefits
- 401k match
- Dental insurance
- Health insurance
- Health savings account
- Life insurance
- Pet insurance
- Remote work option
- Vision insurance
Skills/Tech-stack
Active Learning | Batch inference | CI/CD | Data Augmentation | Data Drift | Data Preprocessing | Data cleaning | Data drift monitoring | Drift monitoring | Embedding search | Feature Engineering | JAX | Model Evaluation | Model Quantization | NumPy | Pandas | PyTorch | Python | Representation Learning | SQL | Self-Supervised Learning | Self-supervised | Supervised Learning | TensorFlow | Unit Testing | Version control
Education
Regions
Countries
States
Cities
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