Title: MLOps Engineer
Role: MLOps Engineer
Location: Pittsburgh, PA (3 Days onsite/week)
Yrs. of experience: 10+ Yrs.
Mode of employment: Full-Time
Job Responsibilities:
Mandatory Skills: MLOP’s, DevOP’s, CI/CD Pipeline, Python, PySpark, Pandas, TensorFlow, Jenkins or AWS CodePipeline or Azure DevOps, Familiarity with AWS or Azure.
Preferred Skills: Terraform, Ansible, CloudFormation, Airflow, ETL
• Should be able to collaborate, understand the requirement and deliver with minimal guidance.
• 4-5 years of hands-on experience on designing, developing, and maintaining infrastructure to deploy machine learning models onto production.
• Should understand and have operating experience with Agile delivery methodologies
• Experience in the design and implementation of Big Data systems using PySpark, database migration, transformation, and integration solutions for any Data warehousing project.
• Ensure automated deployment, versioning etc using CI/CD pipelines
• Hands-on experience on monitoring tools like Grafana, Prometheus, CloudWatch etc
• Hands on experience with Python programming language and libraries frequently used for data science or engineering
• Hands-on project experience on IDE like VS Code, Jupyter Notebook, PyCharm etc.
• Knowledge on AWS services like EC2, S3, VPC, Lambda, CodePipeline, CloudWatch, ECR, ECS, AWS Sagemaker, Firehose, Kinesis, Glue
• Should have hands-on experience in the following: data validation, writing unit test cases
• Hands-on experience with CI/CD pipelines and containerization tools (Jenkins, Docker, Kubernetes).
• Should have experience in leading requirements gathering and developing solution architecture for Data migration/integration initiatives
• Should have experience in handling client interactions at different phases of the projects
• Should have experience in leading a team in a project or a module
• Should be well versed with onsite/offshore model and its challenges
Wipro is an Equal Employment Opportunity employer and makes all employment and employment-related decisions without regard to a person's race, sex, national origin, ancestry, disability, sexual orientation, or any other status protected by applicable law.
Nearest Major Market: Pittsburgh