Master Thesis: Requirements to Verified RTL Releases: A Multi-Agent Traceability Framework for ASIC
Ericsson ABSammanfattning
This thesis work involves developing a multi-agent ecosystem aimed at enhancing traceability and quality assurance for cross-functional teams in an agile environment, specifically for complex ASIC IP development. The role focuses on integrating requirement specifications with various project management and documentation tools, utilizing specialized agents for quality analysis and reporting. This position is ideal for students or recent graduates in Computer Science or Electrical Engineering who,Det här erbjuder vi
Opportunity to work on a technically rigorous research project.Gain experience in agile development and multi-agent systems.Contribute to improving engineering accountability and release transparency.
Ansök senast: Öppet tillsvidare
Publicerad: 2026-11-04
Beskrivning
Join our Team
About this opportunity
This thesis work proposes to develop and test a 'Multi-agent ecosystem for feature-centric traceability and internal + external releases quality assurance and quality gating in for a cross-functional teams-oriented Organization supporting agile ways of development a complex ASIC IP.
What you will do
The proposed eco-system will ingest requirement specifications and connect them with Jira work items movement, RTL revisions for optimization or feature-changes, Documentation updates e.g. DS, VS, reference-model implementations, verification evidence, FPGA builds and release baselines.
Specialized agents are proposed to operate under clearly defined roles, while a coordinating agent will construct an auditable artifact graph, perform change-impact analysis and generate explainable quality-marker reports.
The research will combine LLM-based semantic reasoning with deterministic version, dependency and quality-gate rules. The prototype will be evaluated using traceability accuracy, warning precision, evidence completeness, unsupported-claim rate and practitioner assessment.
The expected contribution is a technically rigorous approach for improving XFT autonomy while preserving system-level consistency, release transparency and engineering accountability.
The skills you bring
About this opportunity
This thesis work proposes to develop and test a 'Multi-agent ecosystem for feature-centric traceability and internal + external releases quality assurance and quality gating in for a cross-functional teams-oriented Organization supporting agile ways of development a complex ASIC IP.
What you will do
The proposed eco-system will ingest requirement specifications and connect them with Jira work items movement, RTL revisions for optimization or feature-changes, Documentation updates e.g. DS, VS, reference-model implementations, verification evidence, FPGA builds and release baselines.
Specialized agents are proposed to operate under clearly defined roles, while a coordinating agent will construct an auditable artifact graph, perform change-impact analysis and generate explainable quality-marker reports.
The research will combine LLM-based semantic reasoning with deterministic version, dependency and quality-gate rules. The prototype will be evaluated using traceability accuracy, warning precision, evidence completeness, unsupported-claim rate and practitioner assessment.
The expected contribution is a technically rigorous approach for improving XFT autonomy while preserving system-level consistency, release transparency and engineering accountability.
The skills you bring
- Curious mind
- Knowledge in Computer Science, Electrical Engineering, or a related field.
- Experience in at least one programming language (Python not mandatory).
- Eagerness to learn and explore new concepts.
- Bonus: experience in machine learning.
Ansök till tjänsten
Master Thesis: Requirements to Verified RTL Releases: A Multi-Agent Traceability Framework for ASIC
OM FÖRETAGET
Ericsson AB
