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Forward Deployed Engineer — AI/ML (AWS Cloud)

Aivar Innovationsmulti, Karnataka, IndiaPosted 18 May 2026

Aivar Innovations is hiring a Forward Deployed Engineer to bridge the gap between AI capabilities and production-grade enterprise solutions. You will work directly with strategic customers in fintech, healthcare, and logistics to deploy agentic workflows using the Aivar stack on AWS. The role requires deep expertise in Python, multi-agent frameworks, and AWS-native AI tools to solve complex integration and scaling challenges. You will act as both a builder and a technical consultant, ensuring successful production cutovers while feeding field insights back into the product roadmap.

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Experience

5-10 years

Function

Engineering

Work mode

Hybrid, India

Company

Tier 2

What you will work on

Aivar Innovations is hiring a Forward Deployed Engineer to bridge the gap between AI capabilities and production-grade enterprise solutions. You will work directly with strategic customers in fintech, healthcare, and logistics to deploy agentic workflows using the Aivar stack on AWS. The role requires deep expertise in Python, multi-agent frameworks, and AWS-native AI tools to solve complex integration and scaling challenges. You will act as both a builder and a technical consultant, ensuring successful production cutovers while feeding field insights back into the product roadmap.

TAL's take

Quality 75/1005/5 clarityTier 2 company

Strong, clearly defined senior technical role at a well-funded AI startup with direct impact on customer success.

Highly specific JD outlining the FDE responsibilities, required stack, and success metrics for the first 90 days.

Must haves

  • 3+ years hands-on Python production-grade engineering
  • Experience building production systems with LLMs and RAG
  • Experience with multi-agent frameworks like LangGraph or CrewAI
  • Expertise in AWS-native AI services like Bedrock and SageMaker
  • Direct experience working with enterprise customers in a technical capacity
  • Track record of shipping AI features into production

Tools and skills

pythonhugging face transformerspytorchkerasnumpypandaslanggraphcrewaiautogenbedrock agentsaws bedrocksagemakerlambdastep functionsopensearchpgvectors3iammcpragasdeepevalpromptfoo

Nice to have: langfuse, langsmith, opentelemetry, aws x-ray, kubernetes, eks, docker, terraform, cdk, twilio.

About the company

Funded AI startup backed by Bessemer and Sorin, but lacks the scale or brand status of Tier 1 global players.

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