Aerodynamic Data Scientist
Tesat-Spacecom GmbH & Co. KG
Manching, Germany
2 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English, Spanish, French, German Experience level
IntermediateJob location
Manching, Germany
Tech stack
Artificial Intelligence
Airflow
Amazon Web Services (AWS)
Azure
Big Data
C++
Computer Simulation
Databases
ETL
Fortran
Python
NumPy
SciPy
SQL Databases
Google Cloud Platform
PyTorch
Spark
Jupyter
Pandas
Core Data
Scikit Learn
Information Technology
Machine Learning Operations
Job description
- Process Improvement: Identify and drive process improvements, build compelling business cases, and test, mature, and industrialize these improvements to enhance our aerodynamic capabilities.
- Community Building: Build and foster a digital enabler community in flight physics to promote exchange, mutual support, and co-creation.
- Networking: Connect with data science networks both within and outside Airbus to share knowledge and best practices.
- Team Support: Support and collaborate with aerodynamic engineering teams in their daily tasks, especially during peak workloads from industrial programs such as wind tunnel testing, numerical simulation, analysis, and modeling.
- Leadership: Mentor and inspire technical teams, introducing data science methods to drive innovation and efficiency in engineering organizations.
Requirements
- Master's degree in Aerospace Engineering, Mathematics, Data Science, Computer Science, or a related field.
- Proven track record in data science and analytics with at least 3 years of professional experience, including experience in AI and big data analytics.
- Proficiency in Python and fluency in the core data-science stack (NumPy, SciPy, Pandas, Scikit-Learn, PyTorch, Jupyter).
- Experience with SQL and basic proficiency in C/C++ and Fortran are additional assets.
- Familiarity with the design and maintenance of robust ETL pipelines (Airflow, Spark, or equivalent) and databases (on-premises or in cloud).
- Hands-on experience with major cloud analytics stacks (AWS, Azure, Google Cloud) for large-scale processing and model serving.
- Experience implementing experiment and model tracking for reproducibility and suitable for regulatory reviews (e.g., MLflow, DVC).
- Knowledge in aerodynamics and fluid dynamics in the aerospace context.
- Experience in aerodynamic design, characterization, simulation, and wind tunnel testing is valuable.
- Experience in the aerospace industry or a related field will be valuable. In particular, experience with engineering or physics-based simulations is a strong plus.
- Excellent interpersonal and communication skills, with the ability to work effectively in a team environment.
- Strong analytical and problem-solving skills, with a focus on data-driven decision-making.
- Ability to explain complex methods and the strategic value of data science to both engineers and senior managers.
- Integrity, confidence to speak up, and a commitment to act with integrity.
- Evident ability to learn and grow fast.
- Good analytical capabilities, assertive and stress resilient.
- Proven experience mentoring technical teams and introducing data-science methods in engineering organizations.
- Advanced proficiency in English.
- Proficiency in additional languages (e.g., Spanish, German, French) is an asset.
- Willingness to travel as needed.
- Commitment to compliance and integrity., This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company's success, reputation and sustainable growth.
About the company
Located about an hour's drive north of Munich, Manching is an up-and-coming market town that offers a wide range of leisure and cultural activities. Here, you can enjoy the quality of life in the countryside while the pleasures of near-by cities are still within easy reach.
Your benefits
* Attractive salary and special payments
* 30 days paid vacation and extra days-off for special occasions
* Excellent upskilling opportunities and great international, group wide development prospects
* Special benefits: employer-funded pension, employee stock options, discounted car leasing, special conditions for insurances, subsidies for public transport, employee benefits at cooperating companies
* On-site-facilities: Medical officer for check-ups and other health-related services, canteen and cafeteria, kindergarten close to the site
* Compatibility of family & work (job sharing, part-time models, flexible working hours, individual timeout)
* Working in a diverse environment, with more than 140 nationalities, where every voice is heard, Not a 100% match? No worries! Airbus supports your personal growth with customized development solutions., Airbus is committed to achieving workforce diversity and creating an inclusive working environment. We welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation or religious belief.
Airbus is, and always has been, committed to equal opportunities for all. As such, we will never ask for any type of monetary exchange in the frame of a recruitment process. Any impersonation of Airbus to do so should be reported to emsom@airbus.com.
At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.