One of our prime clients is hiring an MLOps Consultant for Remote. This is a full-time permanent position.
Role: MLOps Consultant
Location: Permanent Remote
Mode: Fulltime
Responsibilities:
Must Have: MLOps (ML Model deployment and measurement) and SQL
- Solve complex problems requiring innovative data-driven solutions, and measure the solutions to prove they are working as intended
- Ensure any novel solutions are thoroughly vetted from a technical and feasibility standpoint
- Enable iterative development within shared CI/CD pipelines
- Develop frameworks for testing complex or probabilistic tools
- Participate in cross-functional implementation of data science products
- Work with stakeholders and others on assigned projects to ensure that value is being delivered at a regular pace
- Work with SME’s to understand even the most nuanced context behind what is recorded in our data
- Work with technical partners (e.g., Data Engineers, App Developers) to ensure that assets developed for analytical/modeling purposes are stable, reliable, and reproducible
- Document complex aspects of projects to ensure they remain extensible and supportable
- Contribute readable, maintainable, and testable code to ensure that datasets created and models trained will deliver expected results
- Read and contribute to others’ code to help it meet the same standards
- Propose new applications of Data Science to business problems, or help develop these proposals
Essential skills / experience:
Python (and/or Pyspark)
SQL (and/or SparkSQL)
Data Analysis (in code)
Data Visualization (in code or BI tools)
MLOps (ML Model deployment and measurement)
GitHub
Desirable skills / experience:
CI/CD pipelines (working in and/or building)
Jenkins (or other software pipeline tool)
ML Model training & testing
Pytest (or other software testing framework)
Docker
Databricks