Description
The objective of this project is to build an autonomous, multi-agent AI pipeline designed to automate the Software Development Life Cycle (SDLC) for embedded IoT products. The system will operate across diverse environments—including cloud infrastructure, device firmware, and mobile codebases—to seamlessly ingest Jira/ticketing inputs and autonomously drive them through to fully tested, peer-reviewed code changes.
System Architecture
The pipeline relies on a hierarchical, multi-agent orchestration model rather than a single-turn LLM wrapper.
The Orchestrator (Supervisor Agent): Acts as the central brain of the pipeline.
If you have a feeling, even slightly, that this is something for you, don’t hesitate. Our fantastic recruitment team will provide you with more information and guide you through the process
Requirements
Level: Senior Software Engineer
- 2+ years building LLM-powered applications that shipped to production
- Hands-on experience building multi-step agent systems that call tools, handle failures, and iterate, not single-turn LLM wrappers
Strong Python proficiency - Strong understanding of AWS Bedrock Ecosystem, and Knowledge Base DB building and maintaining.
- Experience with prompt engineering, RAG, context window management, and function calling / tool-use patterns
- Experience evaluating non-deterministic AI systems (LLM-as-a-judge, regression testing for AI outputs)
- Experience with MCP (Model Context Protocol), client or server side
Models: Cloud-hosted foundation models (Claude)
Tool Protocol: MCP (Model Context Protocol)
Compute: AWS / Linux OS
Infrastructure: CI/CD pipeline knowledge
Preferred:
- Experience with code generation or code understanding agents (coding assistants, automated code review, code search)
- Familiarity with cloud-hosted LLM services (model invocation APIs, guardrails, inference configuration)
- Familiarity with embedded systems or device software development workflows
Job responsibilities
- Design and implement a multi-agent pipeline that takes a ticket as input and produces a tested, reviewed code change as output
- Build a supervisor/orchestrator agent that manages pipeline state, delegates to specialist agents, handles iteration loops (build fails, fix, rebuild), and supports human-in-the-loop interrupts at any stage
- Build specialist agents for context gathering, codebase understanding, problem analysis, requirements generation, code generation, test result analysis, and code review creation
- Design tool schemas using the Model Context Protocol (MCP) that define how agents interact with external systems (ticketing, code repos, build systems, devices, test frameworks)
- Implement a tiered model strategy, selecting the right foundation model for each pipeline stage based on reasoning complexity, latency, and cost
- Build the evaluation framework: curate test cases with domain experts, implement LLM-as-a-judge scoring, and integrate evaluation gates into the deployment pipeline
- Manage context windows and token budgets across multi-step agent workflows that can span hours of execution
- Iterate on agent reasoning quality through prompt engineering, tool-use patterns, failure recovery, and hallucination mitigation
What we offer
Exciting Projects: Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to work on market-defining products using the latest technologies.
Collaborative Environment:Expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!
Work-Life Balance:GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules.We offer you the best quality of work life so that you exceed the expectations of our clients, while achieving your professional and personal ambitions.
Professional Development:Our dedicated Learning & Development team regularly organizes English classes, professional certifications, and technical and soft skill trainings. We also offer the chance to travel internationally
Excellent Benefits:We provide our employees with competitive salaries, family medical insurance, extended paternity leave, annual performance bonuses, and referral bonuses.
About GlobalLogic
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.
