AI Engineer_ MLOPs_ 3 to 5yrs
Fractal Analytics22 hours ago
Pune, India +3 moreMid Level / Senior
Responsibilities
- Deploy and operate machine learning models in collaboration with data scientists and data engineers.
- Automate and streamline model development and model operations.
- Build and maintain tools for model deployment, monitoring, and operations.
- Enable model tracking, experimentation, and automation.
- Develop scalable ML pipelines and MLOps components across the machine learning development lifecycle.
- Work with model repositories and machine learning services such as MLFlow, Kubeflow, DataRobot, HopsWorks, and Dataiku.
- Build expertise across cloud and on-premises MLOps environments.
- Troubleshoot and resolve issues in development, testing, and production environments.
- Contribute to client business development and delivery engagements across multiple domains.
Requirements
- 3–5 years of experience building production-quality software.
- Strong experience in system integration, application development, or data warehouse projects in enterprise technology environments.
- Basic knowledge of MLOps, machine learning, and Docker.
- Experience with an object-oriented language such as Python, PySpark, Java, C#, or C++.
- Experience developing CI/CD components for production-ready ML pipelines.
- Database programming experience using SQL.
- Knowledge of Git for source code management.
- Foundational knowledge of cloud computing with AWS, Azure, or GCP.
- Bachelor’s or master’s degree in computer science or a related technical field, or equivalent qualification.
- Ability to collaborate with technical teams, solve complex problems, communicate effectively, and learn new skills.
Categories
About Fractal Analytics
Fractal builds enterprise AI and analytics solutions—delivered as consulting services and software products—for large global enterprises, especially Fortune 500 firms. Its teams embed AI in decisions across marketing, pricing, supply chain, forecasting, and customer experience. Founded in 2000 and headquartered in New York, Fractal is publicly listed and operates across North America, EMEA, and APAC.