Senior AI/ML Solution Architect

8 years

0 Lacs

Posted:4 days ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Position Overview


We’re looking for a Senior AI/ML Solution Architect with deep expertise in Generative AI and Agentic Systems to lead enterprise-scale AI solution design & implementation.


This role requires:

🔹 Hands-on expertise with LLMs & SLMs

🔹 Architectural vision for scalable enterprise deployments (cloud, edge, on-prem)

🔹 Ability to fine-tune models, orchestrate agents, and integrate AI into enterprise apps


Experience Requirements


✔️ 8+ years in technology & software development

✔️ 2+ years hands-on with LLMs/GenAI systems

✔️ 4+ years in solution architecture (enterprise-scale)


Key Responsibilities

Architecture & Design


Architect scalable agentic solutions using LLMs


Implement Model Context Protocol (MCP) integrations


Build multi-agent orchestration systems


Design context & memory management for persistent interactions


Technical Implementation


Build & optimize RAG systems


Deploy agent frameworks (LangChain, LangGraph, Semantic Kernel, Agno)


Develop fine-tuning strategies for LLMs & SLMs


Architect SLM deployments for constrained environments


Apply compression & quantization for efficient inference


Integration & Connectivity


Design REST/gRPC/GraphQL APIs


Implement event-driven architectures (webhooks, message buses)


Architect secure authentication & SSO/OIDC


Build enterprise connectors (Slack, Jira, Salesforce, CRM/ERP)


Data & Model Management


Build data pipelines (cleaning, deduplication, PII reduction)


Design embedding & re-embedding strategies


Optimize chunking & windowing for mobile environments


Establish model evaluation frameworks


Required Technical Skills


Foundation Models: GPT-4, Claude, LLaMA


SLMs: Phi-3, Gemma, TinyLlama


Agent Frameworks: LangChain, LangGraph, Semantic Kernel, Agno


RAG Systems & Vector Databases


Fine-tuning: LoRA, QLoRA, AdaLoRA, RLHF/RLAIF


Deployment: Multi-platform (cloud, edge, on-prem)


Optimization: Quantization (INT8/INT4), pruning, distillation


Preferred Qualifications


🎓 Master’s/PhD in CS/AI/ML

📖 Published research / OSS contributions

🤝 Experience with multi-modal & cross-modal AI

⚙️ Knowledge of MLOps & model lifecycle mgmt.

📜 Compliance awareness (GDPR, AI Act)

🏆 Track record of leading AI transformation projects


Assessment Focus


✅ System design for distributed AI

✅ Production-level code optimization

✅ Model performance benchmarking

✅ Cost optimization at scale

✅ Security, privacy & compliance in AI

✅ Scalability patterns for enterprise AI

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