Forward Deployed (Generative AI) Engineer

Role Overview

strong technical skills

Key Responsibilities

• Partner with customers to

  identify Business challenges and AI integration opportunities

  across their workflows.

• Design and develop AI agents and RAG pipelines

  using LLMs, embeddings, and vector databases.

• Integrate AI systems

  with enterprise platforms such as CMS, CRM, analytics, and authentication systems.
• Implement

  reliability and safety best practices

  , prompt versioning, hallucination control, HITL loops, and offline evaluations.
• Lead

  PoCs and demos

  , validate use cases, and deliver measurable business outcomes.
• Document and standardize best practices, playbooks, and reusable components for future deployments.
  
• Collaborate with core engineering to

  productize customer prototypes

  .

Required Skills & Experience

• 2-5 years

  of experience in solutions engineering, Machine Learning or AI engineering.
• Strong proficiency in

  Python

  and/or

  TypeScript

  with hands-on API and data integration skills.
• Proven experience in

  building and deploying Generative AI or LLM-based applications

  .
• Expertise in

  RAG architectures

  and concepts(vector stores like Opensearch, Pinecone, Weaviate, hybrid search; metadata filtering).
• Experience with

  prompt engineering

  , evaluation frameworks, and AI safety guardrails.
• Familiarity with

  enterprise security considerations

  (PII handling, access controls, compliance).
• Excellent communication skills and

  customer-facing experience

  .

Nice-to-Have

• Experience with AWS Cloud
• Experience with frameworks like LangChain, LangGraph, DSPy, or LlamaIndex.
• Hands on experience of LLM

  fine-tuning is a big plus

• Experience leading

  PoCs or production deployments

  for enterprise customers.

Preferred Qualifications

• Bachelor of Engineering in Computer Science, Artificial Intelligence.
• PhD, M.Tech, M.E. & B.E-Computer Science or AI is preferred.
• Hands-on experience in product-focused organizations.

Why Karini AI

• Work on

  cutting-edge Generative AI

  technologies and real-world deployments.
• Opportunity to build

  AI agents and solutions for global enterprise clients

  .
• Collaborate with a team of AI experts and engineers solving high-impact problems.
  
• Accelerate your career in AI with end-to-end solution ownership.