ML Ops & Data Engineer

Tata Consultancy Services; Mississauga; On-site; CAD 80,000 - 110,000; Full time

Job summary

Tata Consultancy Services is seeking a mid-senior level Talent Acquisition Specialist in Mississauga, Canada. The role involves leveraging AI and cloud technologies for IT services and consulting, focusing on machine learning and data pipelines. Candidates should have a strong understanding of ML concepts and experience with tools like TensorFlow and Google Cloud Platform.

Qualifications

• Mid-Senior level position requiring expertise in ML and cloud technologies.
• Experience with CI/CD tools and Google Cloud Platform services is essential.

Responsibilities

• Utilize CI/CD tools for deployment and model versioning.
• Implement data pipelines and manage machine learning models.

Skills

Machine Learning concepts

TensorFlow

Keras

PyTorch

scikit-learn

Data preprocessing

ETL

PySpark

Scala

CI/CD tools

Job description

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Talent Acquisition Specialist | TCS Canada

Inclusion without Exception

Tata Consultancy Services (TCS) is an equal opportunity employer, embracing diversity in race, nationality, ethnicity, gender, age, physical ability, neurodiversity, and sexual orientation. We are committed to creating a workforce that reflects the societies we operate in, through equitable workplace policies and processes.

TCS is an IT services, consulting, and business solutions organization that has partnered with many of the world’s largest businesses for over 55 years. Our consulting-led, cognitive-powered portfolio of services is delivered through our unique Location Independent Agile model, recognized as a benchmark of excellence. As part of the Tata group, India’s largest multinational, TCS operates in 55 countries with over 607,000 employees, including 10,000 in Canada. In the fiscal year ending March 31, 2025, TCS generated US $30 billion in revenue and is listed on Indian stock exchanges. Our proactive stance on climate change and community engagement have earned us recognition in sustainability indices such as MSCI and FTSE4Good.

Job Description:

Role Responsibilities:

1. Knowledge of CI/CD tools like Looper pro and Jenkins.
2. Model versioning, continuous training, and deployment using Vertex AI pipelines.
3. Utilize Google Cloud Platform services such as AI Platform (Vertex AI), Cloud Storage, BigQuery, Cloud Functions, Cloud Pub/Sub, Cloud Build, Airflow, and Cloud Run.

Element Platform visibility

Required Skill Set:

1. Understanding of ML concepts and LLMs, including training, validation, hyperparameter tuning, and evaluation.
2. Experience with TensorFlow, Keras, PyTorch, and scikit-learn.
3. Data preprocessing, ETL, and data pipelines using PySpark/Scala with serverless Dataproc.
4. Knowledge of CI/CD tools like Looper pro and Jenkins.
5. Model versioning, continuous training, and deployment using Vertex AI pipelines.

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

Thank you for your interest in TCS. Qualified candidates will be contacted within two weeks. We encourage you to apply for other suitable opportunities.

Seniority level

• Mid-Senior level

Employment type

• Full-time

Job function

• IT Services and IT Consulting

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Location: Richmond Hill, Ontario, Canada. Posted 1 month ago.