Job
In dieser Position entwickelst du innovative Datenlösungen, analysierst IIoT-Sensordaten und implementierst ML-Modelle in Produktionsumgebungen, während du eng mit Ingenieuren und Produktmanagern zusammenarbeitest.
Job-Technologien
Deine Rolle im Team
- We are seeking a Senior Data Scientist (f/m/x) to join our team of innovators.
- In this role, you will be at the forefront of developing groundbreaking solutions that solve real-world problems.
- You will work alongside a team of experts who are committed to pushing the boundaries of what's possible and driving innovation forward.
- Develop insights using a wide range of data sources, including IIoT sensor data and other railway domain datasets.
- Design and implement solutions - from understanding customer challenges to releasing models to production.
- Deploy well-tested, maintainable solutions into live systems.
- Develop tools and infrastructure for sensor data analysis that integrate smoothly into our end-to-end software engineering lifecycle.
- Collaborate closely with engineers, product managers, and domain experts to translate business needs into technical impact.
- Drive innovation and help you and your colleagues improve and grow.
Unsere Erwartungen an dich
Ausbildung
- A degree in Mathematics, Statistics, Computer Science, Engineering, or a related field with 5+ years of hands-on experience in data science, having built and tested statistical or ML models.
Qualifikationen
- Familiarity with version control (Git) and common software engineering best-practices.
- A proactive, impact-driven attitude and the ability to thrive in a fast-paced, collaborative environment.
- Understanding of model monitoring techniques, software testing, and CI/CD workflows.
- Worked with and trained models using diverse types of data (e.g. time-series, tabular, event logs, images, sensor data etc.).
Erfahrung
- Fluency in Python and ideally experience with an additional programming language.
- Past experience working with dataframe-centric data manipulation tools such as pandas, PySpark, Polars and SQL.
- Past experience owning complex data science problems independently, having developed models for production systems, beyond pure academic or research settings.
- Experience applying digital signal processing (DSP) techniques to extract features and insights, for example from sensor or time-series data.
- Experience with state-space and survival modeling, and familiarity with statistical packages such as statsmodels, PyMC, or Stan.
- Experience with AWS and Databricks.
Unser Angebot
- Competitive salary (85.000 - 100.000 EUR p.a. depending on seniority/exoerience).
- Equity (all permanent KONUX employees have equity!).
- Dedicated Learning & Development budget of 3.600€ p.a.
- Comprehensive relocation support if this opportunity at KONUX requires you to move.
- Hybrid working model: Meet your colleagues in the office minimum 2 days per week.
- Modern workspace with a cool rooftop with a mountain view.
- Flexible working conditions, home office equipment and free choice between a Windows or Apple laptop.
- Health benefits supporting your physical and mental well-being, e.g wellpass/gym membership and mental health app license.
- Company pension scheme.
- Access to Corporate Benefits and Future Bens.
- 27 vacation days (+1 day on every work anniversary for 3 years).
- Volunteering activities (2 additional days off).
- Company and team events.
- We are a pet-friendly company, so your four-legged friend can join you in the office!
Benefits
Gesundheit, Fitness & Fun
Work-Life-Integration
Themen, mit denen du dich im Job beschäftigst
Job-Standorte
Das ist dein Arbeitgeber
At KONUX, we are empowering the rail industry by building the best possible predictive analytics solutions for our customers. We strive to help industrial companies improve their maintenance and performance decision making in a data-driven world.
- Etablierte Firma
- Hybrid, Onsite
- Internet, IT, Telekom · Logistik, Transport
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