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Data MLOps Engineer

V2Soft Inc

 

Auburn Hills, MI, USA

Posted On: 30+ days ago
Experience: 5+ years
Availability: Onsite
Openings: 1
Category: Data MLOps
Tenure: No Preference/Any
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Description

You will design, build, and maintain scalable data pipelines and machine learning workflows in the cloud.

This role is on-site.

Responsibilities

  • Orchestrate complex data pipelines using Informatica and Python for seamless data flow.
  • Build scalable ingestion and processing pipelines leveraging GCP Dataflow and Cloud Functions.
  • Implement CI/CD workflows using GitHub Actions and Argo CD to automate deployments.
  • Optimize and fine-tune models for performance, accuracy, and scalability.
  • Build APIs for data presentation and collaborate with stakeholders on analytical frameworks.

Required Skills

  • 5+ years of experience in data or MLOps roles.
  • Proficiency with relational databases: Oracle, SQL Server, MySQL, Postgres, and Snowflake.
  • Experience with big data platforms: Hadoop, BigQuery, Big Lake managed Iceberg, and Parquet.
  • Hands-on experience with streaming data using Kafka and GCP Dataflow/Proc.
  • Ability to use compute engines like Hive, Impala, and Spark for dataset analysis.
  • Experience implementing Vertex AI models to support business requirements.

Preferred Skills

  • Bachelor's degree in a relevant field.

Education

Bachelor's degree

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