Senior data scientist (f/m/div.)

Sobre a vaga

We are seeking an experienced Senior Data Scientist to join our team in a P2030 project that will start Q1.2025. As a Senior Data Scientist, you will play a crucial role in organizing and interpreting data to inform decision-makers, and leverage your expertise to develop predictive maintenance models.

O que vais fazer

• Conduct in-depth data analysis, including data mining and predictive modelling
• Provide insights to drive successful operations and strategic decisions
• Design, implement, train, evaluate and optimize machine learning models for predictive maintenance
• Support the deploy of ML models into production
• Build solutions to monitor performance of the data pipelines deployed and take corrective measures when necessary
• Work closely with cross-functional teams to understand business requirements and extract valuable insights
• Communicate findings to technical and non-technical stakeholders through clear and compelling presentations and reports
• Take part in innovation projects and collaborate closely with academic institutions
• Ensure ethical practices in algorithm design and data utilization

O que é pedido

• Minimum of 5 years in a data science or analytics role
• Proficiency in machine learning model development, evaluation, and optimization
• Knowledge of data preprocessing techniques, feature engineering and feature selection methods
• Ability to conduct exploratory data analysis to uncover patterns, anomalies and valuable insights
• Experience with CI/CD pipelines and good software development practices, including version control, code organization and testing
• Proficiency in Python (e.g. NumPy, Pandas, Scikit-learn, TensorFlow or PyTorch, etc.)
• SQL knowledge for data manipulation and querying
• Able to work with no-relational databases (e.g. MongoDB)
• Experience with Microsoft Azure cloud platform
• Knowledge in MLOps
• Experience working in an agile (Scrum or Kanban) framework
• Experience with Linux OS and Docker
• Ability to share knowledge and mentoring junior team members
• Good analytical skills
• Eager to work with the newest technologies
• High initiative and ability to work independently
• Solution-oriented, pragmatic, with an eye for detail and capable of explaining decisions and results
• Evangelist of best practices in ML-based software development
• Good communication skills
• Fluent in English
• MSc or PhD degree in Data Science, Computer Science, Engineering or equivalent
• Hybrid regime - 2 days at the office in Ovar

Valorizado

• Experience with anomaly detection and/or predictive maintenance use cases is a plus

O que é oferecido

• Flexible work conditions
• Hybrid work system
• Exchange with colleagues around the world
• Health insurance and medical office on site (nutrition, psychology, physiotherapy, general clinic)
• Training opportunities (p.e., technical training, foreign languages training) & certifications
• Access to great discounts in partnerships and Bosch products
• Sports and health related activities (gym)
• Free parking lot
• Canteen