Lead/Senior Domino Data Lab with Python

EPAM·India·Офис·2д. назад

We are seeking an experienced Lead/Senior Domino Data Lab Engineer with strong Python expertise to design, develop, and deploy scalable data science applications and machine learning solutions. In this role, you will leverage the Domino Data Lab platform to build production-ready models, collaborate with cross-functional teams, and drive best practices across the ML lifecycle.

Responsibilities

Design, develop, and deploy applications and machine learning models on the Domino Data Lab platform
Build and maintain Python-based solutions using modern frameworks and libraries
Develop REST APIs to expose models and services for enterprise consumption
Manage Domino Projects, Workspaces, Jobs, and Environments to support data science workflows
Implement MLOps practices covering model deployment, monitoring, and productionization
Collaborate with data scientists, engineers, and stakeholders to translate business needs into technical solutions
Integrate applications with various databases and data sources
Establish CI/CD pipelines and containerization strategies for reliable delivery
Mentor junior team members and promote software development best practices
Ensure the reliability, scalability, and performance of deployed models and services

Requirements

5-14 years of professional software/data engineering experience
Strong hands-on expertise in Domino Data Lab, including Projects, Workspaces, Jobs, and Environments
Proficiency in Python development and scripting
Skills in Pandas, NumPy, and Scikit-learn or similar Python libraries
Experience developing REST APIs with FastAPI, Flask, or Django
Understanding of MLOps principles and the end-to-end ML model lifecycle
Knowledge of Git, Docker, and CI/CD workflows
Familiarity with cloud platforms such as AWS, Azure, or GCP
Background in model deployment, monitoring, and productionization
Capability to work with databases and data integration solutions
Understanding of software development best practices