Description
We are looking for an experienced MLOps Engineer to join our team. The ideal candidate will have 5-15 years of experience in the job market context of India and will be responsible for building and deploying machine learning models in production. The candidate should have experience with machine learning frameworks, data engineering, DevOps, and cloud computing.
Responsibilities
- Build and deploy machine learning models in production environments
- Collaborate with data scientists and software engineers to design and implement machine learning pipelines
- Develop and maintain automated testing and deployment processes for machine learning models
- Work with cross-functional teams to identify and address performance and scalability issues
- Manage and monitor machine learning infrastructure in production
Skills and Qualifications
- Bachelor's or Master's degree in Computer Science or a related field
- 5-15 years of experience in MLOps or related field
- Strong programming skills in Python, Java, or Scala
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn
- Experience with data engineering and ETL processes
- Experience with DevOps tools such as Docker, Kubernetes, and Jenkins
- Experience with cloud computing platforms such as AWS, Azure, or GCP
- Strong problem-solving and analytical skills
- Excellent communication and collaboration skills
