At ABB, we help industries outrun - leaner and cleaner. As a global market leader, we'll give you what you need to make it happen. It won't always be easy, growing takes grit. R&D Team Lead - Secure Connected Systems
The work model for the role is: #LI-Hybrid
In close collaboration with our research team, you will engage in prototyping and realization of demonstrators, e.g., More specifically, you will implement LLM-based methods to interact with the network and understand the situation, events and failures in an industrial network. You will first work on the solutions that collect the data to fine-tune general LLM models and then interactively improve the performance of the model based on what the industrial network provides as logs, events, warnings, etc.
Investigating the possibility of collecting text data e.g., Developing a method that can use the collected data to fine-tune the general LLM models
Evaluating the performance of LLMs for extracting knowledge from such data to provide network observability
Developing a prototype that can interact with the network as a chatbot to present the data
You have a study background in communication systems, machine learning, computer science, engineering or similar knowledge from software engineering and development experience.
We expect you to bring creativity, initiative and result orientation to support driving our innovations toward new products and services.
Fluent English in verbal and written form is required.
We are looking forward to receiving your complete application through our online tool.