Job Title: Senior Data Scientist
Overview
We are seeking an experienced Senior Data Scientist to play a crucial role in organizing and interpreting data to inform decision-makers, leveraging statistical analysis and machine learning expertise to develop predictive maintenance models.
Responsibilities
* Conduct in-depth data analysis, including data mining and predictive modeling.
* Provide insights to drive successful operations and strategic decisions.
* Design, implement, train, evaluate, and optimize machine learning models for predictive maintenance.
* Support the deployment 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.
Qualifications
Experience
* Minimum of 5 years in a data science or analytics role.
Technical Skills
* 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 (NumPy, Pandas, Scikit-learn, TensorFlow or PyTorch, etc.).
* SQL knowledge for data manipulation and querying.
* Able to work with non-relational databases (MongoDB).
* Experience with Microsoft Azure cloud platform and knowledge in MLOps.
* Experience working in an agile (Scrum or Kanban) framework.
* Experience with Linux OS and Docker.
* Ability to share knowledge and mentor 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.
* Experience with anomaly detection and/or predictive maintenance use cases is a plus.
* Fluent in English.
Education
* MSc or PhD degree in Data Science, Computer Science, Engineering or equivalent.
What We Offer
* 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 (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.