Forward deployed Engineer

Tata Consultancy Services; Toronto; On-site; CAD 100,000 - 130,000; Full time

Job summary

Tata Consultancy Services (TCS) seeks a Forward Deployed Engineer to design, build, and deploy AI-powered data solutions in enterprise environments. The role emphasizes Python/PySpark, LLMs, SQL, APIs, and Data/MLOps with client-facing collaboration.

Responsibilities include building large-scale data pipelines, API integration, and applying model governance across cloud platforms such as AWS/Azure/GCP.

Qualifications

• Strong experience with Python and PySpark.
• Hands-on experience with Large Language Models (LLMs).
• Strong problem-solving and analytical skills.
• Ability to work directly with customers and translate business requirements into technical solutions.

Responsibilities

• Design, develop, and deploy AI-driven applications using Python and LLM technologies.
• Build and optimize large-scale data pipelines using PySpark.
• Integrate AI solutions with enterprise systems through APIs.
• Collaborate with clients to understand business challenges and deliver technical solutions.
• Implement DataOps and MLOps best practices for model deployment and monitoring.
• Develop and maintain scalable, reliable, and secure data platforms.
• Troubleshoot production issues and optimize system performance.
• Work closely with data scientists, product teams, and stakeholders to drive AI initiatives.

Skills

Python

PySpark

Large Language Models

Problem solving

Translate business requirements

Tools

Claude AI

REST/GraphQL APIs

Cloud platforms

Job description

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 stories across our workforce and implemented through equitable workplace policies and processes.

TCS has been serving the Canadian marketplace for more than 35 years and today is the technology partner of choice for many of the country's leading organizations. As one of the largest IT services providers in Canada and globally, TCS is aiming to become the world's largest AI-led technology services company and is enabling its clients to transform themselves across the full AI stack, from infrastructure to intelligence.

Rooted in the heritage and values of the Tata Group, TCS is focused on creating long-term value for its clients, investors, employees, and the communities it serves. With a highly skilled workforce supporting customers from coast to coast, TCS has consistently been recognized as a Top Employer by the Top Employers Institute, including a recent top ranking at the country level.

TCS also sponsors 14 of the world's most prestigious marathons and endurance events, including the TCS Toronto Waterfront Marathon, reflecting its commitment to health, sustainability, and community

Role Description:

We are seeking a highly skilled Forward Deployed Engineer to work closely with business stakeholders and engineering teams to design, build, and deploy AI-powered data solutions. The ideal candidate will have strong expertise in Python/PySpark, Large Language Models (LLMs), SQL, APIs, and Data/MLOps with experience integrating AI solutions into enterprise environments.

Required Skills

• Strong experience in Python and PySpark
• Hands-on experience with Large Language Models (LLMs)
• Strong problem-solving and analytical skills
• Ability to work directly with customers and translate business requirements into technical solutions

Preferred Skills

• Experience with Claude AI or similar LLM platforms
• Advanced SQL development and optimization
• API development and integration (REST/GraphQL)
• Knowledge of DataOps/MLOps practices
• Experience with model deployment, monitoring, and governance
• Familiarity with cloud platforms such as AWS, Azure, or GCP

Key Responsibilities

• Design, develop, and deploy AI-driven applications using Python and LLM technologies.
• Build and optimize large-scale data pipelines using PySpark.
• Integrate AI solutions with enterprise systems through APIs.
• Collaborate with clients to understand business challenges and deliver technical solutions.
• Implement DataOps and MLOps best practices for model deployment and monitoring.
• Develop and maintain scalable, reliable, and secure data platforms.
• Troubleshoot production issues and optimize system performance.
• Work closely with data scientists, product teams, and stakeholders to drive AI initiatives.

Salary Range

CA$ 100,000 - CA$ 130,000 Per Year

Note:

TCS does not use artificial intelligence tools for candidate screening or evaluation.

This posting is for a current vacancy

The hiring process includes an initial screening by the TCS Hiring Team, followed by a technical evaluation and managerial discussion conducted by the Business Team, and concluding with the final HR evaluation.

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.