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Sr. Python Developer/ MLOps Engineer

4 months ago

Tempe, United States Lorven Technologies Full time

Job Title: Sr. Python Developer/ MLOps Engineer

Location: Tempe, AZ (Hybrid)

Duration: 1+ year contract

RESPONSIBILITIES

Collaborate with Data Scientists, Software Engineers and DevOps teams to develop, deploy and monitor ML models. Develop and contribute to MLOps procedures and best practices. Design and Implement scalable and reliable ML infrastructure, including but not limited to data pipelines, model training, model deployment, CI/CD pipelines, and monitoring systems. Automate and streamline model deployment, maintenance, and monitoring processes. Continuously monitor ML models to ensure their accuracy and effectiveness, and identify areas for improvement. Ensure data quality for ML models by establishing data validation and data quality checks.

MINIMUM REQUIREMENTS

Proven experience designing, building, and deploying machine learning models in a production environment Strong programming skills in Python and experience with relevant libraries/frameworks (. TensorFlow, Keras, Pytorch) Familiarity with Cloud infrastructures (. AWS, GCP, Azure) Strong knowledge of DevOps concepts and CI/CD pipelines Experience working with distributed and scalable data systems like Spark Excellent troubleshooting and problem-solving skills Strong team player with excellent communication and collaboration skills Ability to work in a fast-paced, dynamic environment

EDUCATION REQUIREMENT

Master degree(s) in Computer Science, Engineering, Mathematics or relevant field.

NICE TO HAVE

Experience in (Digital) Media industry Experience building end to end products using Linux, EC2, EMR, Serverless AWS Lambda, Elastic Load Balancers, Bastion Hosts, NAT, etc.