# Forward AI Engineer - Agentic AI Bengaluru, Karnataka, India at SparkCognition

- Company: SparkCognition
- What the company does: Physical AI for industrial operations. One knowledge graph of your assets, processes, people, and locations, with agents that return the plan rather than the alert.
- Company website: https://avathon.com
- Type: Startups (AI role)
- Level: Mid level
- Location: Remote (US)
- Work setup: Remote
- Posted: 2026-06-01
- Apply by: 2026-10-12
- Apply: https://avathon.com/company/careers/forward-ai-engineer-agentic-ai-4701359005/
- Page: https://www.1752.vc/careers/jobs/sparkcognition-forward-ai-engineer-agentic-ai-bengaluru-karnataka-india/

## About the role

As part of the interview process, you will be asked to complete a technical assessment.

## What they're looking for

- Exposure to Retrieval-Augmented Generation (RAG), vector databases, or embedding-based search systems
- Familiarity with LLM observability and evaluation tools (e.g., Langfuse, LangSmith, Arize Phoenix, Weights & Biases)
- Hands-on experience with practical LLM/ SLM deployment - prompt versioning, cost/latency tracking, guardrails, or hallucination detection
- Exposure to LLM evaluation frameworks (e.g., RAGAS, DeepEval) or LLM-as-judge evaluation patterns
- Basic understanding of MLOps practices and model lifecycle management
- Experience working on applied AI projects in academic, internship, or startup settings