Data Scientist
About this role
We are seeking a skilled Data Scientist to join our Data Science team within the Enterprise Intelligence Platforms, IT department. This role focuses on developing and implementing advanced AI and machine learning models to enhance our stainless steel and ferrochrome production processes. The successful candidate will work closely with various stakeholders to optimize production, improve product quality, and streamline raw material procurement.
We work in close collaboration with development and R&D engineers at our stainless steel and ferrochrome production sites. Part of the job is to communicate data analysis and modelling results to stakeholders with various backgrounds. Also knowledge from manufacturing industries helps in this position. For example, familiarity with such concepts as statistical process control (SPC), six sigma or quality assurance in manufacturing industries is beneficial.
We have also projects with other business units, for example with sales, so expertise e.g. in market forecasting, pricing optimization, document extraction and similar use cases is a benefit.
Responsibilities
- Develop AI and machine learning models for production optimization, end product quality, energy use and raw material optimization.
- Create time series and computer vision algorithms for stainless steel and ferrochrome production.
- Productize ML/AI models by integrating them into other applications or standalone user interfaces.
- Communicate effectively with stakeholders and participate in project planning, including planning of epics, features, and user stories.
- Maintain high code quality.
- Participate in application, PI, and sprint planning.
- Adhere to best architectural and cybersecurity standards.
Requirements
- Master's or Bachelor's degree in a relevant field. Doctoral degree is an advantage.
- At least two years practical experience in data-science domain.
- At least one of the following: expertise in AI/LLMs (incl. deep learning), ma