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Solutions Architect

Solutions Architect

Tata Consultancy Services

10 years

0 Lacs

chennai tamil nadu india

Posted:2 months ago| Platform:

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Skills Required

ml azure aws integration engineering tuning ai architecture openai sagemaker textract gcp vertex api rest docker kubernetes data model governance monitoring summarization translation vision code design mistral retrieval scalability security ui ux

Work Mode

On-site

Job Type

Full Time

Job Description

Greetings from TCS!!!

TCS is hiring for Solutions Architect

Role

Required Technical Skill Set

Expertise in designing GenAI architectures including LLM selection, RAG pipelines, vector databases, and integration patterns. GenAI frameworks and tools: LangChain, LlamaIndex, Haystack, Hugging Face Transformers, etc. Familiarity with prompt engineering, fine-tuning, RLHF, and MLOps workflows.

Desired Experience Range

Bachelor’s or Master’s in Computer Science, AI/ML, Engineering, or related field.

10-16 years of experience in solution architecture or AI/ML roles.

Location

Desired Competencies

Must-Have

Experience architecting AI solutions on at least one cloud platform:
Azure: Azure OpenAI, Azure ML, Cognitive Services, Synapse
AWS: Bedrock, SageMaker, Comprehend, Textract, Kendra
GCP: Vertex AI, PaLM API, LangChain + BigQuery + Looker
Hands-on with GenAI frameworks and tools: LangChain, LlamaIndex, Haystack, Hugging Face Transformers, etc.
Familiarity with prompt engineering, fine-tuning, RLHF, and MLOps workflows.
Knowledge of cloud-native architecture, REST APIs, containers (Docker, Kubernetes), and CI/CD.
Experience with data privacy, model safety, bias mitigation, and AI governance principles.

Good-to-Have

Cloud certifications.
Experience integrating GenAI into enterprise application
Understanding of vector DBs (e.g., Pinecone, Weaviate, Chroma, Qdrant) and embedding models.
Familiarity with Guardrails for LLMs, model monitoring, and LLMOps platforms.

Responsibility of / Expectations from the Role

Architect end-to-end Generative AI solutions for enterprise use cases such as: Agentic solutions, Chatbots and copilots, Knowledge assistants (e.g., RAG), Document summarization, generation, translation, Vision, speech, or code generation models
Lead the design and integration of LLM pipelines with cloud-native services (e.g., serverless, containers, APIs).
Select and fine-tune foundation models (OpenAI, Claude, Mistral, LLaMA, PaLM, etc.) as needed.
Implement retrieval-augmented generation (RAG) using vector databases and hybrid search (e.g., FAISS, Pinecone, Weaviate).
Design architectures that ensure scalability, security, and governance for GenAI applications.
Build reference implementations, proof of concepts (PoCs), and reusable solution templates.
Collaborate with data engineers, MLOps engineers, UI/UX designers, and product teams.
Stay current with emerging GenAI trends, tools, models, and patterns.

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