Remote Machine Learning Engineer Job in United States Wipro

Who you are

• Automating CI/CD pipelines to account for data, code, and model changes
• Programming, working knowledge of machine learning algorithms and frameworks, and domain knowledge
• Querying and working with databases, testing ML models, Git and version control, frameworks like Flask, Fast API
• Proficiency in tools such as Docker and Kubernetes
• Familiarity with experiment tracking frameworks such as MLflow
• Setting up and automating data pipelines using tools such as Airflow, Kafka and Rabbitmq
• Providing best practices and executing POC for automated and efficient model operations at scale
• Good to have hands-on experience using large foundation models and associated tool chains (e.g. Lang chain) and APIs to build applications
• Automating AI/ML model deployment and setting up monitoring for the ML pipeline

Desirables

• CI/CD automation
• Machine learning proficiency
• Database querying
• ML model testing
• Version control (Git)
• Flask/Fast API proficiency
• Docker/Kubernetes proficiency
• Experiment tracking (MLflow)
• Data pipeline automation (Airflow, Kafka, Rabbitmq)
• Experience with large foundation models
• AI/ML model deployment automation

What the job involves

• Automating CI/CD pipelines for data, code, and model integration
• Programming with ML algorithms and frameworks
• Setting up and automating data pipelines with Airflow, Kafka, Rabbitmq