Job Description
Job Title: AI PRE Engineer
Location: Noida
Experience: 10-16 Years
AI PRE Engineer (Platform Reliability / Production Readiness Engineer)
The Role
An AI PRE Engineer ensures AI/ML platforms are production-ready, highly reliable, observable, secure, and cost-efficient, bridging AI engineering, SRE, Dev Ops, and MLOps disciplines.
Responsibilities:
Define and maintain production readiness standards across platform, data, model, application, and security layers.
Establish SLO/SLI frameworks for latency, availability, quality, safety, and drift implement error budget policies.
Publish reference architectures for LLM apps, RAG, vector stores, agent frameworks, and batch/stream inference.
Curate deployment blueprints (canary/shadow, blue–green, A/B) for models and prompts with rollback guidance.
Standardize observability patterns for prompts, embeddings, latency, cost, quality, and safety telemetry.
Own capacity engineering (token/concurrency budgets, GPU/...
Location: Noida
Experience: 10-16 Years
AI PRE Engineer (Platform Reliability / Production Readiness Engineer)
The Role
An AI PRE Engineer ensures AI/ML platforms are production-ready, highly reliable, observable, secure, and cost-efficient, bridging AI engineering, SRE, Dev Ops, and MLOps disciplines.
Responsibilities:
Define and maintain production readiness standards across platform, data, model, application, and security layers.
Establish SLO/SLI frameworks for latency, availability, quality, safety, and drift implement error budget policies.
Publish reference architectures for LLM apps, RAG, vector stores, agent frameworks, and batch/stream inference.
Curate deployment blueprints (canary/shadow, blue–green, A/B) for models and prompts with rollback guidance.
Standardize observability patterns for prompts, embeddings, latency, cost, quality, and safety telemetry.
Own capacity engineering (token/concurrency budgets, GPU/...
Ready to Apply?
Submit your application today and join our talented team at HCLTech.
Submit ApplicationJob Details
- Location Noida, Uttar Pradesh
- Job Type Full-time
- Category Other-General
- Posted Date February 20, 2026
- Application Deadline April 01, 2026