GenAI for Network Config Templates: Authoring & Troubleshooting

Ericsson; Karlskrona kommun; On-site; SEK 22,000 - 36,000; Full time

Job summary

Ericsson in Karlskrona invites two students to work on a thesis about validating generative AI for device configuration templates. You will build a judge that tests format, translation, and correctness against a simulated device.

The project also covers AI pipelines for template authoring and troubleshooting and offers exploration areas you can define with a team of engineers. You will collaborate on evaluating templates, improving robustness, and understanding where AI assistance adds value in

Qualifications

• Candidate studies in CS/CE or related field.
• Experience with Scala or Java, and Python is a plus.
• Interest in generative AI applications and APIs.
• Familiarity with XML and Docker/Kubernetes is beneficial.
• Interest in networks, tooling, and empirical evaluation.
• No prior knowledge of network configuration protocols required.

Responsibilities

• Build an automatic judge to evaluate templates.
• Develop AI pipelines for template authoring and troubleshooting.
• Define and explore areas such as staged checkers and template generation.
• Compare generated templates with expert templates and measure progress.
• Diagnose failures and propose fixes using systematic experimentation.

Skills

Scala

Java

Python

XML

Docker/Kubernetes

Networking interest

Empirical evaluation

Education

B.Sc./M.Sc. in Computer Science or Computer Engineering

Tools

Docker

Kubernetes

Job description

Ericsson in Karlskrona invites two students to work on a thesis about validating generative AI for device configuration templates. You will build a judge that tests format, translation, and correctness against a simulated device.

The project also covers AI pipelines for template authoring and troubleshooting and offers exploration areas you can define with a team of engineers. You will collaborate on evaluating templates, improving robustness, and understanding where AI assistance adds value in