12 Oct
|
vikat ai
|
Hyderabad
12 Oct
vikat ai
Hyderabad
We’re looking for a
AI Lead to own the AI architecture, strategy, and execution for our enterprise security product. You’ll lead a small team, design our Model Gateway, govern prompts, qualify models, and ensure AI makes us smarter without making us less trustworthy.
What You’ll Do
Own the Model Gateway: provider registry, qualification suite, durable task queue, fallback strategies.
Enforce prompt governance: thin prompts, thick code, pseudonymisation, broken chains, split audit.
Build AI compute inside a hardware-isolated enclave: embedding encoder, prompt renderer, response validator.
Drive business context extraction: closed questions into fixed schemas, promotion gates, confidence rules.
Lead investigation and hunting: planner loop with typed tools, deterministic verdicts, narrative generation.
Evaluate recent architectures, track the model landscape, and recommend when to add or remove providers.
Hire, mentor, and lead a team of AI engineers.
What You Bring
8+ years in software engineering, 3+ years leading AI/ML teams in production.
Deep LLM integration experience (Bedrock, Azure OpenAI, Vertex,
Anthropic, OpenAI).
Robust understanding of model limitations: hallucination, prompt injection, data leakage, non-determinism.
Production experience with embeddings and vector search (pgvector or similar).
Experience building systems where AI is not on the critical path determinism, auditability, reproducibility.
Security mindset: you understand why a security product can’t trust a model to make a decision.
Enterprise deployment experience: customer-managed environments, sealed enclaves, compliance (SOC 2, ISO 27001).
Excellent written communication for design docs and governance.
Nice to Have
Confidential computing / secure enclaves (Nitro, Azure Confidential VMs, GCP Confidential Space).
Security product background (SIEM, EDR, CSPM, attack path management).
Graph databases (Apache AGE, Neo4j).
MITRE ATT&CK; familiarity.
Open-source LLM inference (vLLM, TGI).
Published work or talks on AI governance or AI in security.
📌 Ai Lead Hyderabad
🏢 vikat ai
📍 Hyderabad