Master Thesis: Optimizing AI generated code's energy efficiency

Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling · Artificiell intelligens

I korthet

This Master Thesis focuses on optimizing the energy efficiency of AI-generated code. You will investigate integrating coding agents with energy analysis tools to create an energy-aware development workflow, resulting in a prototype and experimental evaluation.

Ansvarsområden

Investigate how coding agents can be integrated with energy analysis, profiling, etc. tools in its pipeline.
Design, implement, and evaluate an energy-aware GenAI-assisted software-development workflow.
Develop a methodology for evaluating the greenness of GenAI-generated applications.
Design an architecture for integrating energy feedback with coding agents.
Develop techniques for whole-application optimization.
Create a benchmark and experimental results.
Provide recommendations for energy-aware agentic software development.

Krav

Background in computer science, software engineering, or a related field.
Good programming skills in Python or another modern programming language.
Familiarity with Linux-based development environments and command-line tools.
Interest and experience in generative AI, large language models, and AI-assisted software development.
Ability to conduct technical literature reviews, design experiments, analyze results, and document findings.
Strong analytical and problem-solving skills.
Ability to work independently while communicating effectively in an international working environment.
Good written and spoken English.

Förmåner

Outstanding opportunity to use your skills and imagination to push the boundaries of what's possible.
Build solutions never seen before to some of the world's toughest problems.
Be challenged, but not alone; join a team of diverse innovators.
Opportunity to craft what comes next.
Encouraging a diverse and inclusive organization is core to our values.
Championing diversity and inclusion in everything we do.
Driving innovation through collaboration with people with different experiences.

Färdigheter

PythonLinuxGenerative AILarge Language Models

#AI#GenAI#energy efficiency#software development#master thesis

Om Ericsson

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