Lead ML Data Engineer/Data Engineer/Data Architect
Lead ML Data Engineer/Data Engineer/Data Architect
Posted on :
13-08-2025
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1 Vacancy
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Job Description
Job Title Lead ML Data Engineer/Data Engineer/Data Architect
Job Type CTH
Location Columbus Ohio - Easton location - 4 days onsite 1-day remote starting day 1
Interview Video
Job Description
MUST HAVE:
1-2 years of experience w/ open-source tools Kubernetes Python migrating Sagemaker to open-source models
Responsibilities:
- Build and maintain secure scalable infrastructure for ML model training testing and deployment using open-source tools.
- Create reusable deployment templates that standardize the path to production across teams.
- Translate prototype models into resilient monitored and observable production systems.
- Implement guardrails and controls that ensure compliance with internal standards (e.g. SR 11-7 ISO 42001).
- Partner with data scientists to simplify onboarding to platform capabilities.
- Establish CI/CD pipelines with hooks for testing scanning and validation of model code and artifacts.
- Serve as a technical lead for cross-functional delivery efforts involving model onboarding and platform integration.
- Required Qualifications
- 6 years of experience in software data or ML engineering roles.
- Strong hands-on experience with tools like MLflow Metaflow Airflow or similar orchestration frameworks.
- Production experience with Kubernetes Docker and Helm.
- Deep understanding of Python and software engineering best practices.
- Experience implementing CI/CD pipelines and infrastructure-as-code in a cloud or hybrid environment.
Preferred Qualifications:
- Experience working in regulated industries or environments with strong risk and compliance expectations.
- Familiarity with open-source model monitoring drift detection or lineage tools (e.g. Evidently AI Feast LakeFS).
- Hands-on experience serving models using KServe Ray Serve or Triton Inference Server.
- Familiarity with enterprise security tools like Trivy Aqua or Snyk for code and container scanning.
- Exposure to LLM/RAG architecture or GenAI platform integration.
Employment Type
Full-time
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