Senior Data Scientist (m/f/d)
grey engineering GmbH
Erlangen (DE)
Aktualität: 04.12.2024
04.12.2024, grey engineering GmbH
Erlangen (DE)
Senior Data Scientist (m/f/d)
Aufgaben:
- Utilizing expertise in mathematics, computer science, and business knowledge to analyze data, build models, and support data-driven decision-making in procurement
- Gaining and continuously updating business and data knowledge through onboarding and project experiences
- Performing data engineering tasks, including ETL processes and data pipeline creation, using tools like SQL and web scraping technologies
- Designing efficient tabular data models and writing scripts with cloud database technologies such as Snowflake, relational databases, and star schemas
- Conducting advanced exploratory data analyses with techniques like outlier detection, imputation methods, statistical correlations, and dimension reduction methods
- Providing actionable insights through data visualization tools (e.g., Power BI, Qlik, Plotly, Seaborn) and implementing process automation solutions (e.g., ServiceNow, Mendix, Power Apps)
- Delivering high-quality mathematical data models using machine learning, regression techniques, and optimization methods for classification and prediction tasks
- Developing solutions incorporating generative AI techniques and large language models to address complex business challenges
Qualifikationen:
- You hold a degree in Mathematics, Computer Science, Data Science, or a related field
- You have extensive expertise in database technologies, such as SQL, Snowflake, and relational databases
- You are proficient in exploratory data analysis techniques, including outlier detection, statistical correlations, imputation methods, and dimensionality reduction (e.g., PCA)
- You effectively use data visualization and automation tools (e.g., Power BI, Qlik, Seaborn, ServiceNow) to derive insights and optimize processes
- Ideally, you possess programming skills in Python, R, or similar languages
- You demonstrate strong communication and problem-solving skills, paired with a commitment to continuous learning and development
- You are fluent in English; knowledge of German is an advantage