System Engineer
Combitech söker System Engineer, för uppdrag hos kund Beskrivning System Engineer, nivå 4 We are seeking a motivated and qualified data science consultant to join our team in mathematical modelling. This role involves analyzing both time-series and non-time-series operational and maintenance data from various sources to gain a comprehensive understanding of component health. Further, the candidate will design and implement data visualizations and dashboards, integrating AI, machine learning and concepts to model equipment behavior, failure modes, degradation patterns, and predictive maintenance strategies etc. The ideal candidate will possess a foundation in mathematics and statistics, complemented by proficiency in programming languages such as Python and other related technologies. This role requires a deep understanding of machine learning techniques and artificial intelligence, as well as the ability to manage and analyze large datasets effectively. Key Responsibilities: • Design, develop, and own end-to-end machine learning, generative AI workflows into operations and predictive maintenance strategies. • Apply machine learning techniques to derive insights from large volumes of data, enhancing decision-making processes. • Utilize programming skills to create efficient data processing pipelines and analytical tools. • Enrich analysis by leveraging sensor data, maintenance logs, and operational records. Qualifications: • Background in mathematical modeling, machine learning, and data analysis or similar. • Experience in programming with Python, including packages such as TensorFlow or PyTorch. • Development experience with LLMs and AI development frameworks (e.g., LangChain, LLamaIndex). • Familiarity with AI agents and relevant standards such as MCP and A2A. • Knowledge of RAG pipelines, vector databases, and semantic search. • Excellent analytical and problem-solving skills, with keen attention to detail. Uppdraget kan omfattas av försvarssekretess, vilket innebär krav på svenskt medborgarskap och godkännande av säkerhetsprövning utförd av myndighet. Uppdragsinformation Uppdragslängd: ca 6 mån Placeringsort: Linköping
Ytterligare information/Bilagor
Är ni intresserad, har tillgänglig och passande konsult för uppdraget, svara och bifoga kompetensprofil (CV) och förslag på pris till partner.network@combitech.se