GENAI • PYTHON • EMBEDDED AI

TEST MODULE LEAD – Gen AI

AI Python Automation Engineer with Embedded Firmware Knowledge

GenAI Testing Python Automation Embedded Testing LangChain AI Agents

Experience 8–10 Years

Primary Role Test Module Lead

Technology Python + LangChain

Domain Embedded & Industrial

Role Overview

This role focuses on building next-generation AI-driven test automation systems for embedded and industrial products. The position combines strong SDET expertise with Python automation, embedded firmware testing, Large Language Models, and agentic AI technologies.

The ideal candidate will design and implement intelligent automation frameworks capable of generating, executing, validating, and analyzing test scenarios for embedded firmware and industrial systems.

Key Responsibilities

Design and develop Python-based test automation frameworks for embedded firmware and industrial systems.
Build AI-driven and LLM-powered automation systems for software testing.
Develop intelligent systems for automated test case generation.
Build and validate LLM-powered agents for test code generation, execution, and analysis.
Implement AI-assisted workflows for embedded firmware testing.
Design strict review and validation processes for AI-generated test cases.
Develop LangChain-based agent pipelines using chains, tools, memory, and orchestration.
Define and execute LLM testing strategies for AI-powered automation systems.
Implement prompt regression testing and consistency validation.
Identify and evaluate hallucinations and unexpected LLM behavior.
Integrate automated testing solutions into CI/CD pipelines.

AI-Driven Test Automation

AI Test Automation LLM-Based Automation Agentic Testing Test Case Generation Test Code Generation Automated Test Execution AI Test Analysis Prompt Engineering Prompt Regression Hallucination Detection Consistency Testing

Embedded & Industrial Testing

The role requires practical experience with embedded or system-level software and the ability to apply automation engineering principles to firmware and industrial products.

Embedded firmware testing
System-level software testing
Embedded test automation
Industrial product validation
Firmware test case generation
AI-assisted firmware testing
Automated execution and analysis

Python Automation Expertise

Strong Python development skills are central to the role. The engineer will use Python to create reusable automation frameworks, integrate LLM services, build intelligent agents, and automate embedded firmware validation workflows.

Python SDET Test Automation Automation Frameworks LLM Integration API Integration

LangChain & Agentic AI

The role involves developing intelligent automation pipelines using LangChain and LLM technologies to support test generation, execution, validation, and analysis.

Agentic Test Automation: Build LLM-powered agents capable of supporting embedded firmware testing through intelligent test generation, execution, result analysis, and feedback workflows.

LangChain-based agent pipelines
Chains and tools
Agent memory
LLM integration
Intelligent test workflows
Automated test analysis

LLM Testing & Evaluation

Prompt Regression Hallucination Detection Consistency Checks LLM Evaluation Output Validation AI Response Testing Prompt Testing

Required Skills

8–10 years of experience in SDET or automation roles.
Strong experience in Embedded and Industrial domains.
Hands-on experience testing embedded or system-level software.
Strong Python programming and automation expertise.
Experience developing embedded firmware test automation frameworks.
Experience designing AI or LLM-based automation systems.
Experience working with Python and LLM technologies.
Experience generating and validating test cases using AI.
Experience building or validating LLM-powered agents.
Experience with LangChain-based pipelines.
Understanding of prompt regression and LLM evaluation strategies.
Knowledge of hallucination detection and consistency validation.
CI/CD experience.

Technology Stack

Python LangChain LLMs AI Agents Embedded Testing Firmware Testing SDET Test Automation CI/CD

Ideal Candidate

An experienced SDET or automation engineer with strong Embedded and Industrial testing expertise who can combine Python automation with Generative AI, LLMs, and agentic technologies to build the next generation of intelligent firmware testing systems.

Career Highlights

✓ Work at the intersection of Embedded Systems and Generative AI.
✓ Build intelligent AI-driven test automation systems.
✓ Develop LLM-powered testing agents.
✓ Apply LangChain to real-world automation workflows.
✓ Design next-generation firmware testing frameworks.
✓ Drive AI-assisted SDET transformation.

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