Solutions Architect

Department Icon Data Science Analytics & Machine Learning
Posted: 4 months ago
10-12 years
Bengaluru / Bangalore, Karnataka
Data Science Analytics & Machine Learning
work from office
Full Time

Posted: 4 months ago
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Posted over 15 days ago, so the role may have closed. Confirm on the employer's page when you apply, or see similar jobs.

Job Description

The Solution Architect will be responsible for designing and implementing end-to-end AI architectures that integrate Large Language Models (LLMs) into production-ready products. This role sits at the intersection of software engineering, data science, and infrastructure, focusing on creating scalable, secure, and cost-effective AI solutions.

Key Responsibilities:

  • Architecture Design: Lead the design of RAG (Retrieval-Augmented Generation) architectures, agentic workflows, and multi-model systems.
  • Product Customization: Translate business requirements into technical blueprints for fine-tuning models or utilizing prompt engineering to meet specific product goals.
  • Evaluation & Optimization: Establish frameworks for evaluating model performance (e.g., faithfulness, relevancy) and optimize for inference latency and token costs.
  • Infrastructure & Integration: Design the integration between LLMs, vector databases (e.g., Pinecone, Milvus, or Weaviate), and existing enterprise data pipelines.
  • Security & Compliance: Ensure all AI implementations adhere to data privacy standards, focusing on PII masking and preventing prompt injection or data leakage.
  • Technical Leadership: Act as the bridge between the Product Owner and the Engineering team, ensuring technical feasibility and long-term maintainability

Required Technical Skills:

  • Bachelors or Masters in Computer Science with 10 years of experience in the field & atleast 3+ years in technical architecture design for AI solutions
  • LLM Frameworks: Deep proficiency in LangChain, LlamaIndex, or Haystack.
  • Model Providers: Experience working with APIs from OpenAI, Anthropic, or Google (Gemini/Vertex AI), as well as open-source models (Llama 3, Mistral).
  • Vector Databases: Practical experience with vector embeddings and similarity search.
  • Cloud & DevOps: Strong knowledge of cloud AI platforms (AWS Bedrock, Azure AI Studio, or Google Vertex AI) and CI/CD for ML (MLOps).
  • Coding: Proficiency in Python (fastAPI, Pydantic) and understanding of asynchronous programming

Preferred Qualifications:

  • Experience in Fine-tuning (PEFT/LoRA) and quantization techniques.
  • Background in traditional NLP (Named Entity Recognition, Sentiment Analysis).
  • Familiarity with guardrail frameworks (e.g., NeMo Guardrails or Guardrails AI).

Job Locations Available:

Mumbai, Bangalore, Pune, Hyderabad, Gurgaon

Skills

PythonData PrivacyData SciencePrompt EngineeringLarge Language ModelsAiMl

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About Company

Publicis Groupe is a global leader in marketing, communication, and digital transformation services. They offer a wide range of services to clients around the world.

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