Lead Machine Learning Engineer
USA - NY - 7 Hudson Square, United States
USD 179K-225K Senior-level Full Time
Tasks
- Architect scalable machine learning platforms and reusable components
- Build data and feature foundations
- Build shared libraries and best practices
- Define data contracts and metadata and lineage expectations
- Ensure privacy by design and PII safeguards
- Establish automated data quality controls
- Implement automated evaluation and drift detection
- Lead design reviews and technical requirements
- Lead development training and deployment of machine learning models
- Manage model versioning and model registries
- Mentor engineers through code and design reviews
- Monitor dashboards and alerts for production health
- Prepare audit documentation for machine learning workflows
- Set up CI CD patterns for machine learning operations
Perks/Benefits
- N/A
Skills/Tech-stack
Amazon Kinesis | Apache Spark | CI/CD | Cloud Native | Cloud Pub/Sub | Data Pipelines | Databricks | Deep learning | Distributed Computing | Docker | Docker Kubernetes | Drift Detection | Feature Engineering | Generative AI | Google BigQuery | Google Cloud | Google Cloud Pub/Sub | Kafka | Kubernetes | MLOps | Machine Learning | Model Registry | Model versioning | Monitoring | Pub/Sub | PyTorch | Python | Retrieval-Augmented Generation | SQL | Snowflake | Vector Databases
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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