Data Engineer with ML

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Company: Diamondpick

Location: Atlanta, GA 30349

Description:

Data Engineer with ML experience

Salary: $70-$75/hr on C2C.

Location Required: Atlanta, GA.

Job Summary -

A Data Engineer with Machine Learning (ML) experience is a specialized role that combines data engineering skills with the ability to implement and manage machine learning models. Here are some key responsibilities and skills typically associated with this role.

Responsibilities
  • Data Pipeline Development: Design, build, and maintain scalable data pipelines to support machine learning workflows.
  • Data Integration: Integrate data from various sources, ensuring data quality and consistency.
  • Model Deployment: Deploy machine learning models into production environments, ensuring they are scalable and reliable.
  • Collaboration: Work closely with data scientists, machine learning engineers, and other stakeholders to understand data requirements and deliver solutions.
  • Performance Optimization: Optimize data processing and machine learning model performance.
  • Monitoring and Maintenance: Monitor data pipelines and machine learning models to ensure they are functioning correctly and efficiently.

Years of experience needed -
  • 7 + Years of Experience

Technical Skills:
  • Programming: Proficiency in languages such as Python, Java, and SQL.
  • Data Engineering Tools: Experience with tools like Apache Spark, Hadoop, and Kafka.
  • Machine Learning Frameworks: Familiarity with ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
  • Cloud Platforms: Experience with cloud services like AWS, Google Cloud, or Azure.
  • Database Management: Knowledge of both SQL and NoSQL databases.
  • Data Visualization: Ability to create visualizations to communicate data insights effectively.

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