Position Description:
Company Profile:
Founded in , CGI is among the largest independent IT and business consulting services firms in the world. With 94, consultants and professionals across the globe, CGI delivers an end-to-end portfolio of capabilities, from strategic IT and business consulting to systems integration, managed IT and business process services and intellectual property solutions. CGI works with clients through a local relationship model complemented by a global delivery network that helps clients digitally transform their organizations and accelerate results. CGI Fiscal reported revenue is CA$14.68 billion and CGI shares are listed on the TSX (GIB.A) and the NYSE (GIB). Learn more at .
Job Title: Python Developer and ML - SE
Position: SE
Experience: 2+ yrs
Category: IT Infrastructure
Main location: Bangalore
Position ID: J-
Employment Type: Full Time
Qualification: Bachelor's degree in Computer Science or related field or higher with minimum 3 years of relevant experience.
Job Description:
Role Overview
We are seeking a Machine Learning Engineer with 2+ years of professional Python experience and 1.5+ years of experience building or deploying ML models in production. The role involves developing, deploying, and maintaining scalable machine learning solutions, collaborating closely with data engineers, software developers, and product teams.
Key Responsibilities
Develop, train, and deploy machine learning models in production environments.
•Build and maintain ML model serving APIs using FastAPI or Flask.
• Implement asynchronous Python services and integrate with REST/gRPC APIs.
• Utilize ML tooling for experiment tracking, model versioning, and monitoring (MLflow, Weights & Biases, ClearML, or similar).
• Work with Docker and basic Kubernetes for containerized ML deployments.
• Integrate ML workflows into CI/CD pipelines for automated deployment and testing.
• Collaborate with data engineers to design and optimize data pipelines for ML workloads.
• Write efficient SQL queries and work with relational/columnar databases like PostgreSQL, ClickHouse, or BigQuery.
• Use Git for version control and implement unit and integration tests using pytest.
Required Skills & Experience
• 2+ years of professional Python experience.
• 1.5+ years of experience building or deploying ML models in production.
• Strong proficiency in ML frameworks: PyTorch (preferred) or TensorFlow.
• Hands-on experience with FastAPI or Flask for serving predictions.
• Solid understanding of REST/gRPC APIs and asynchronous Python.
• Familiarity with ML tooling: MLflow, Weights & Biases, ClearML, or similar.
• Knowledge of Docker and basic Kubernetes concepts.
• Experience with CI/CD for ML workflows.
• Strong SQL skills and experience with PostgreSQL, ClickHouse, or BigQuery.
• Proficiency with Git and writing tests using pytest.
Preferred Qualifications
• Experience with cloud platforms for ML deployment (AWS, GCP, or Azure).
• Familiarity with feature stores, model monitoring, and MLOps best practices.
• Experience with large-scale data processing or distributed training.
• Exposure to container orchestration frameworks like Kubernetes for production ML workloads.
Behavioural Competencies :
• Strong problem-solving and analytical skills.
• Excellent communication and collaboration abilities.
Your future duties and responsibilities:
CGI is an equal opportunity employer. In addition, CGI is committed to providing accommodations for people with disabilities in accordance with provincial legislation. Please let us know if you require a reasonable accommodation due to a disability during any aspect of the recruitment process and we will work with you to address your needs.
Life at CGI:
It is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…
You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction
Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise
You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons
Come join our team, one of the largest IT and business consulting services firms in the world
Skills:
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