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ML Ops Engineer

2 weeks ago

Mississauga, Ontario, Canada Tata Consultancy Services Full time $80,000 - $140,000 per year

Inclusion without Exception

Tata Consultancy Services (TCS) is an equal opportunity employer, and embraces diversity in race, nationality, ethnicity, gender, age, physical ability, neurodiversity, and sexual orientation, to create a workforce that reflects the societies we operate in. Our continued commitment to Culture and Diversity is reflected in our people's stories across our workforce and implemented through equitable workplace policies and processes.

TCS is an IT services, consulting, and business solutions organization that has been partnering with many of the world's largest businesses in their transformation journeys for over 55 years. Its consulting-led, cognitive-powered portfolio of business, technology, and engineering services and solutions is delivered through its unique Location Independent Agile delivery model, recognized as a benchmark of excellence in software development. A part of the Tata group, India's largest multinational business group, TCS operates in 55 countries and employs over 607,000 highly skilled individuals, including more than 10,000 in Canada. The company generated consolidated revenues of US $30 billion in the fiscal year ended March 31, 2025, and is listed on the BSE and the NSE in India. TCS' proactive stance on climate change and award-winning work with communities across the world have earned it a place in leading sustainability indices such as the MSCI Global Sustainability Index and the FTSE4Good Emerging Index.

Job Description:

  • Knowledge of CICD tools Looper proJenkins.
  • Model versioning, continuous training, and deployment using Vertex AI pipelines.
  • Google Cloud Platform (GCP) services AI Platform (Vertex AI), Cloud Storage, BigQuery, Cloud Functions, Cloud PubSub, Cloud Build, Airflow, and Cloud Run.
  • Element Platform visibility

Required Skill Set: ML ops - Data Engineering

  • Understanding of ML concepts and LLMs (training, validation, hyperparameter tuning, evaluation).
  • Experience with TensorFlow, Keras, PyTorch, and scikit-learn.
  • Data preprocessing, ETL, and data pipelines using pyspark
  • Scala using serverless dataproc
  • Knowledge of CICD tools, Looper pro, Jenkins.
  • Model versioning, continuous training, and deployment using Vertex AI pipelines.

Tata Consultancy Services Canada Inc. is committed to meeting the accessibility needs of all individuals in accordance with the Accessibility for Ontarians with Disabilities Act (AODA) and the Ontario Human Rights Code (OHRC). Should you require accommodation during the recruitment and selection process, please inform Human Resources.

Thank you for your interest in TCS. Candidates that meet the qualifications for this position will be contacted within a 2-week period. We invite you to continue to apply for other opportunities that match your profile.