Ml Operations Engineer - Associate Vice President

Citi

Irving, Texas, United States
Base: $107,120.00 - $160,680.00; bonus/equity: dis...
Python for ml development
Ray tune for hyperparameter optimization
Mlflow for experiment tracking
This role is crucial for operationalizing, scaling, and maintaining our Artificial Intelligence (AI) and Machine Learning (ML) applications

Job Summary

  • This role is crucial for operationalizing, scaling, and maintaining our Artificial Intelligence (AI) and Machine Learning (ML) applications.
  • Leverage expertise to ensure seamless, scalable, and reliable deployment and management of AI/ML models, working closely with data scientists and ML engineers.
  • Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs.

Matching Summary

This role is crucial for operationalizing, scaling, and maintaining our Artificial Intelligence (AI) and Machine Learning (ML) applications.

Salary

Base: $107,120.00 - $160,680.00; Bonus/Equity: discretionary and formulaic incentive and retention awards; Benefits: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs

Skills & Requirements

Must-have

  • Python for ML development
  • Ray Tune for hyperparameter optimization
  • MLflow for experiment tracking
  • Docker and Kubernetes
  • CI/CD for ML workflows
  • PostgreSQL, Oracle, MongoDB
  • Kafka for real-time streaming

Nice-to-have

  • Cloud platform experience
  • Deep learning frameworks
  • Generative AI technologies
  • Distributed computing techniques

Key Requirements

  • 3-5 years of hands-on experience
  • Expert-level proficiency in Python
  • Experience with AirFlow or MLflow
  • Strong experience with Docker and Kubernetes
  • Experience implementing CI/CD practices
  • Familiarity with Apache Spark, Iceberg, FLINK, Kafka
  • Experience with PostgreSQL, Oracle, MongoDB
  • Experience with Apache Airflow
  • Experience with HashiCorp Terraform

Work Rights

Not specified

Tailored Resume

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