Ai Architect
1 week ago
**AI Architect**
**Work Mode**: Hybrid
**Working Hours**: 9 am to 6:30 pm IST
**Location**: Pune
**Experience**: 10 to 12 years (with minimum 2 to 3 years hands-on in Generative AI / LLMs)
**Description of Position**:
**Key Responsibilities**:
**Solutioning & Architecture**
- Architect scalable, production-grade AI/ML and GenAI solutions using LLMs (e.g., GPT, Llama, Mistral), LangChain, Vector DBs (e.g., FAISS, Chroma, Pinecone, Weaviate).
- Select and fine-tune LLMs (open-source or proprietary) for customer use cases.
- Build end-to-end pipelines integrating OCR/NLP with AI-driven workflows.
- Design modular and reusable codebases using Python and ML frame
- Provide technical PoCs and solution blueprints for client proposals.
**AI & ML Development**
- Hands-on development of ML/DL models including supervised, unsupervised, and NLP models.
- Build and optimize AI workflows on Azure/AWS platforms or on-premise using open-source stacks.
- Implement vector search pipelines with RAG (Retrieval Augmented Generation).
- Develop and manage APIs, microservices, and pipelines for AI models.
**Team Leadership & Mentorship**
- Guide and mentor junior developers and AI engineers.
- Set up best practices, code quality standards, and model validation/review mechanisms.
- Build and scale internal AI/ML competency through training and CoEs.
**Client & Pre-Sales Engagement**
- Participate in pre-sales calls, technical discussions, and discovery sessions with clients.
- Translate business needs into AI solutions and communicate technical approaches.
- Create solution decks, effort estimations, and demo prototypes.
**Product & Innovation**
- Contribute to building AI-based product ideas into MVPs.
- Define and evolve product roadmap and technical architecture.
- Ensure models are designed for scalability, maintainability, and performance
**Project and Delivery Management**
- Participate and contribute to designing, developing, deploying, documenting, quality assurance, governance, maintenance activities of the project.
- Contribute to projects from the requirements phase to deployment and support and maintenance.
- Participate and contribute to all project phases, including requirements to deployment and support and maintenance.
**Desired Skills & Experience**:
**Core Technical Skills**
- Strong experience with GenAI, LLMs (OpenAI GPT, LLaMA, Mistral, Claude, etc.)
- Expertise in LangChain, LlamaIndex, or similar orchestration frameworks.
- Hands-on with Python, FastAPI/Flask, PyTorch/TensorFlow.
- Strong knowledge of NLP, OCR, Transformers, and Embedding models. **Experience with Vector Databases (FAISS, Pinecone, Chroma, etc.)**:
- Proficiency with cloud AI platforms: Azure AI, AWS Sagemaker, GCP Vertex AI.
- Experience with Hugging Face, OpenAI APIs, model fine-tuning & deployment.
- Familiar with MLOps principles, prompt engineering, and CI/CD for AI models.
- Microsoft technologies and ecosystem, and Azure AI services.
**Architectural & Leadership Experience**
- 2+ years in a solution architect or tech lead role.
- Experience working with agile teams and managing deliveries.
- Ability to design enterprise-grade AI solutions for real-world scenarios.
**Pre-sales & Communication**
- Strong communication and presentation skills.
- Proven track record of participating in pre-sales, preparing proposals, PoCs, and demos.
- Ability to explain complex AI concepts in business terms to non-technical stakeholders.
**Product Management Mindset**
- Experience in designing BI/AI-driven products or tools.
- Understanding of product lifecycle, market-fit analysis, and MVP strategy.
- Passion to do independent research on new trends & technologies in BI/AI domain and how it can fit to solve specific business problems
**Good to Have Skills**:
- Exposure to multimodal models (text, image, audio together).
- Familiarity with data governance, model explainability, and AI ethics.
- Experience with AutoML, RLHF, and LLM fine-tuning with PEFT/LoRA.
- Knowledge of tools like Databricks, MLflow, Azure ML, Streamlit.
- Contribution to open-source projects or AI communities.
**Educational Qualification**:
- Bachelor's or Masters degree in Computer Science, Data Science, AI/ML, or related field.
- Certifications in Azure AI, AWS ML, or Google AI will be an advantage.
**Job Types**: Full-time, Permanent
Pay: ₹2,400,000.00 - ₹3,000,000.00 per year
Work Location: In person
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