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GenAI Solution Architect

2 weeks ago

Toronto, Ontario, Canada Tata Consultancy Services Full time $120,000 - $180,000 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 stories across our workforce and implemented through equitable workplace policies and processes.

About TCS:

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.

Role Description:


• Product Roadmap Modular Design Define the product vision and roadmap for reusable Gen AI modules (e.g., RAG, prompting frameworks, hybrid MLLLM systems).


• Architect parameterized, business-agnostic solutions that abstract complexity (e.g., pre-configured prompts, vector DB connectors, chunking logic)


• Design APIs and microservices to expose modules as reusable components (e.g., text-to-SQL service, RAG-as-a-service).


• Technical Leadership - Standardize patterns (e.g., prompt templates, chunking strategies, few-shot training pipelines) across use cases


• Integrate LLM workflows (e.g., OpenAI, Claude) with traditional ML (clustering, classification) and enterprise systems (databases, UI tools).


• Optimize performance of Gen AI components (cost, latency, accuracy) and ensure scalability (e.g., load balancing for vector DBs).


• Adoption Enablement - Develop documentation, tutorials, and sandbox environments for testing modules.


• Train teams on best practices (e.g., prompt engineering, security for LLM outputs)


• Track metrics Module reuse rate, contribution volume, time-to-deploy for new use cases.


• Experience Technical Expertise - Gen AIML Engineering


• Hands-on experience with LLM integration (e.g., OpenAI, Anthropic, Llama 2) and frameworks (Lang Chain, Llama Index).


• Expertise in RAG workflows Document chunking (sentence transformers), vector DBs (Pinecone, FAISS), and hybrid search


• Familiarity with text-to-SQL systems, few-shot chain-of-thought prompting, and traditional ML (clustering with scikit-learn, PyTorch).


• Software Engineering - Proficiency in Python, API design (Fast API, Flask), and cloud platforms (AWS Sage maker, Azure AI).


• Experience with CICD, containerization (Docker), and infrastructure-as-code (Terraform).


• UI Integration Skills - Frontend integration (React Stream lit for config UIs) and middleware (message queues, auth systems like R2D2).


• Product Strategy - Proven track record of building reusable MLAPI products or internal platforms.

Required Skill Set:


• Good years of strong design, development experience using c#, .net core, Web API, angular/react, , MVC


• Good years of strong development experience using SQL server/oracle/Sybase, complex procedures, and SSIS/SSRS


• Working experience in financial domain


• Experience working with DevOps, source code management tools like git, SVN, Jira, UCD, Jenkins.


• Experience working with Agile/Scrum/RAD development methodology


• Nice to have container-based technologies like docker, Kubernetes, OpenShift ,cloud platform and familiar with big-data and cloud based technologies


• Nice to have experience in setting application in Linux/Windows, IIS/nginx


• Nice to have working experience with APAC Regulatory Reporting


• Strong technical analytical skills to solve complex problems


• Strategic thinker with excellent interpersonal skills to work across functions and businesses

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.