Senior Data Scientist - Demand Forecasting (f/m/x)
Senior Data Scientist - Demand Forecasting (f/m/x)
Senior Data Scientist - Demand Forecasting (f/m/x)
Senior Data Scientist - Demand Forecasting (f/m/x)
HelloFresh SE
Lebensmittel
Berlin
- Art der Anstellung: Vollzeit
- 51.000 € – 65.000 € (von XING geschätzt)
- Vor Ort
- Zu den Ersten gehören
Senior Data Scientist - Demand Forecasting (f/m/x)
Über diesen Job
Senior Data Scientist - Demand Forecasting (f/m/x)
At HelloFresh, we want to change the way people eat forever by offering our customers high-quality food and recipes for different meal occasions. Over the past 10 years, we've seen this mission spread around the world and beyond our wildest dreams. Now, we are a global food solutions group and the world's leading meal kit company, active in 18 countries across 3 continents. So, how did we do it? Our weekly boxes full of exciting recipes and fresh ingredients have blossomed into a community of customers looking for delicious, healthy, and sustainable options. The HelloFresh Group now includes our core brand, HelloFresh, as well as: Green Chef, EveryPlate, Chefs Plate, Factor_, and Youfoodz.
The role
Do you consider yourself to be a Demand Forecasting Model expert and enthusiast? Then this position might be the perfect fit for you!
You will join a team of data scientists, working on demand forecasting and menu personalization - two domains that causally interact with each other. As a Senior Data Scientist, Demand Forecasting, you will play a pivotal role in designing, implementing, and improving our demand forecasting time series and causal models that are used across HelloFresh’s global markets. In this role, you can expect to have a large and tangible impact on our supply chain. You will work closely with forecasting and menu personalization data scientists, as well as data, backend, and machine learning (ML) engineers, together delivering statistical and ML models to production.
To succeed in this role you should be curious, a fast learner, and someone who relentlessly prioritizes problem statements and tailors the solution accordingly. You should also be comfortable suggesting multiple solutions based on your experience, and prioritizing tasks based on effort and potential impact. As a senior member of the Data Science team, you will jump into problem solving with others as challenges arise, and coach junior members of the team to develop their skills and increase their impact. Your team will be a place where your thoughts and opinions matter, and your contributions will have a tremendous impact on the team's success.
Above all, we are looking for people who will make HelloFresh better. We believe there are many different ways of developing skills and we love diverse experiences! So even if you don’t "tick all the boxes” but think you’d thrive in this role, we would really like to learn more about you.
What you’ll do
- Join and become an integral part of a high-impact data science team covering two domains: menu personalization and forecasting.
- Take technical ownership of our demand forecasting time series and causal models from data collection to operationalization and closely align them with non-technical stakeholders.
- Shape and transform the future of demand forecasting at HelloFresh by proposing new approaches and evolving the statistical and ML models in pace with future company strategies.
- Experiment and explore opportunities to constantly improve and refine the approaches.
- Work with state-of-the-art technologies like AWS (EMR, Glue, S3, etc), Kafka, PySpark, Airflow, Databricks, as well as our in-house MLOPs tools.
- Collaborate closely within cross-functional teams (engineering, product, demand planning) to translate business objectives into concrete, data-driven strategies.
- Think outside the box to come up with new ways to improve the forecasts we deliver to our stakeholders.
- Mentor and support data scientists and colleagues, fostering a collaborative and knowledge-sharing environment.
What you’ll bring
- Proven track record of scientific work in your Bachelor's, Master's, or PhD in econometrics, statistics, computer science, physics, economics, mathematics, data science or similar.
- Long-term (3+ yrs) work experience as a (senior) data scientist in demand forecasting, developing time series and causal models.
- Strong supply chain domain knowledge is a big plus.
- Fluency and long-term experience in Python, including high familiarity with its scientific stack such as Numpy, Pandas, Scikit-learn, Matplotlib, etc. (experience in Databricks and PySpark is a plus).
- In-depth knowledge of how to handle statistical uncertainties and how to apply statistical models such as regressors and classifiers.
- Ability to retrieve (using SQL), manipulate, and analyse large, heterogeneous datasets.
- Familiarity with software development practices and tools (Git, Docker, AWS).
- You love to learn, are a critical thinker and creative problem solver who strives for excellence.
- You are a team player who loves to collaborate and work with stakeholders from different backgrounds in an international environment.
- Exceptional communication and collaboration capabilities.
Interacting with demand planners, data and backend engineers, product managers, as well as business stakeholders, is very much part of our day-to-day, so communication skills are vital. We are looking for strong problem-solvers who can apply their statistical modeling skills to a wide range of business problems in the forecasting space while also acting as an ambassador to coach team members and stakeholders.
What we offer
Elevate your lifestyle! Join one of Europe's fastest-growing tech powerhouses in a dynamic phase of expansion.
- Immerse yourself in a diverse global community of 90+ nationalities.
- Enjoy a competitive compensation package that goes beyond the norm, with perks like a HelloFresh- subsidized Pension Scheme, Berlin relocation support, and a Hybrid working model.
- Elevate your lifestyle with exclusive discounts on your weekly HelloFresh box and office meals.
- Invest in your growth with a German language learning budget, and access to the HelloFresh Academy.
- Plus, we've got your well-being covered with mental health support, transportation perks, and working-parent-friendly benefits. From our 24/7 gym access,wellbeing platforms like Headspace and Spill, to sabbatical leave options, HelloFresh is not just a workplace; it's a lifestyle of perks and possibilities!
#DATA
About HelloFresh
We believe that sharing a meal brings people of all identities, backgrounds, and cultures together. We are committed to celebrating all dimensions of diversity in the workplace equally and ensuring that everyone feels a sense of inclusion and belonging. We also aim to extend this commitment to the partners we work with and the communities we serve. We are constantly listening, learning, and evolving to deliver on these principles. We are proud of our collaborative culture. Our diverse employee population enables us to connect with our customers and turn their feedback into meaningful action - from developing new recipes to constantly improving our process of getting dinner to our customers’ homes. Our culture attracts top talent with shared values and forms the foundation for a great place to work!
At HelloFresh, we embrace diversity and inclusion. We are an equal-opportunity employer and do not discriminate on the basis of an individual's race, national origin, color, gender, gender identity, gender expression, sexual orientation, religion, age, disability, marital status, or any other protected characteristic under applicable law, whether actual or perceived. As part of the Company’s commitment to equal employment opportunity, we provide reasonable accommodations, up to the point of undue hardship, to candidates at any stage, including to individuals with disabilities.
We want to adapt our processes and create a safe space that welcomes everyone so please let us know how we can accommodate our process. In case you have any accessibility requirements you can share that with us in the application form.
To learn more about what it's like working inside HelloFresh, follow us on Instagram and LinkedIn.
HelloFresh is committed to the principles of equal employment opportunity and providing reasonable accommodations to candidates with disabilities. If you need an accommodation during the application process, please reach out to us at:
- Europe:EUaccommodations@hellofresh.com.
- APAC: APACaccommodations@hellofresh.com
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