3 days ago
Base Salary
$110k - $209k/yr
Responsibilities
- Develop and configure model registries and experiment-tracking systems.
- Set up model-drift detection and observability patterns.
- Create reusable templates and project patterns for rapidly launching ML and AI projects.
- Create centralized CI/CD workflows across ML and AI projects.
- Set up and use feature stores and online feature serving.
- Design cloud architectures for ML and AI solutions.
- Enforce code-quality and data-quality standards while ensuring reproducibility and compliance.
- Initiate and drive projects with minimal oversight and guidance.
Requirements
- Bachelor’s degree with 7 years of experience, master’s degree with 6 years, or PhD with 2 years of experience in ML/AI engineering, data science, or AI platform engineering.
- Experience with advanced SQL, Python, Spark, and a broad range of ML frameworks.
- Experience with Databricks or SageMaker and GitHub Actions.
- Experience with Terraform and data lakes such as Iceberg or Delta.
- Experience developing and deploying solutions in AWS or Azure using large datasets and streaming-data architectures.
- Experience using MLflow for model registration, experiment tracking, and model validation.
- At least 2 years of experience developing generative AI applications, including LLM prompt engineering, RAG-based solution architecture, chatbots, and AI agents using structured and unstructured data.
- Ability to work independently, operate amid ambiguity, and drive projects with minimal oversight.
- Preferred qualifications include pharma-data experience, ML/AI or AI-platform consulting experience, and additional experience with ML/AI engineering, advanced SQL, Python, Spark, Databricks, Iceberg or Delta, cloud platforms, streaming architectures, and MLflow.
Benefits
- Comprehensive benefits package including paid time off, vacation, holidays, sick leave, medical, dental, and vision insurance, and 401(k) for eligible employees.
- Eligible to participate in long-term incentive programs.
- No travel is stated for the role.
