Role Description
**Why join Ericsson?**
At Ericsson, you´ll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what´s possible. To build solutions never seen before to some of the world’s toughest problems. You´ll be challenged, but you won’t be alone. You´ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.
We develop various applications supporting the network deployment services delivered by Ericsson to its customers. The tools cover Network Rollout Management, Site Design Engineering, Product Configuration, Integration and Acceptance. As part of the team your task will be to contribute actively on the AI transformation of our solution and our ways of working.
**Key responsibilities:**
* Agentic Framework Development: Design and implement multi-agent workflows using frameworks like LangGraph, AutoGen, or CrewAI to automate complex reasoning tasks.
* Traditional ML Pipelines: Build, train, and validate traditional machine learning models (Regression, Random Forests, XGBoost) to provide the "brainpower" for specific agent tools.
* Data Engineering: Clean, tokenize, and vectorize unstructured data to build robust RAG (Retrieval-Augmented Generation) systems that agents can query.
* Optimization \& Evaluation: Run experiments to track agent performance, identify "hallucination" patterns, and optimize prompt chaining for better accuracy.
* Python Prototyping: Write clean, production-ready Python code that is modular and well-documented.
**Required skills:**
* Ongoing university studies in computer science, engineering or related technical field. Applications from PhD students are welcome.
* Advanced Python: Be comfortable with asynchronous programming, decorators, and type hinting.
* Data Science Fundamentals: Proficiency with the standard stack: pandas, numpy, scikit-learn, and matplotlib/seaborn.
* Agentic Logic: Understanding of how to decompose a single prompt into a multi-step plan executed by specialized agents.
* LLM Proficiency: Experience working with APIs (OpenAI, Anthropic) and local models (Ollama/Llama 3\).
**Interns will be offered:**
* 1 year paid internship (3 days weekly working in the office).
* Support of more experienced employees.
* Gaining knowledge and experience in an international environment.
**What happens once you apply?
**Click Here to find all you need to know about what our typical hiring process looks like.Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do. We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth. We encourage people from all backgrounds to apply and realize their full potential as part of our Ericsson team. Ericsson is proud to be an Equal Opportunity Employer. learn more.
**Primary country and city:** Hungary (HU) \|\| Budapest
**Req ID:** 781927