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AI/ML Architect with Databricks and AWS

Lorven Technologies

 

Los Angeles, CA, USA

Posted On: 15+ days ago
Experience: 12+ years
Availability: Onsite
Openings: 1
Category: AI/ML Architect
Tenure: No Preference/Any
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Description

Architect and implement large-scale AI/ML solutions leveraging Databricks and AWS.

This role is hybrid.

Responsibilities

  • Design and build data pipelines using PySpark and Spark SQL on Databricks.
  • Implement and manage ML workflows using MLflow and Databricks Jobs.
  • Process and optimize multi-terabyte datasets using Delta Lake.
  • Develop production-ready ML models using Python and standard ML libraries.
  • Integrate ML solutions into deployment pipelines using CI/CD tools.

Required Skills

  • 12+ years of experience in AI/ML architecture or data engineering.
  • Deep expertise in Databricks on AWS, including Delta Lake and Unity Catalog.
  • Strong proficiency in Python, including pandas, numpy, and scikit-learn.
  • Proven experience with PySpark and Spark SQL for large-scale data processing.
  • Experience with MLflow for experiment tracking and model registry.
  • Familiarity with CI/CD tools such as GitHub Actions or GitLab CI.
  • Strong understanding of distributed systems and data optimization techniques.
  • Knowledge of core ML algorithms and architectural patterns.

Preferred Skills

  • Any Graduate

Education

Any Graduate

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