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Senior Applied Scientist
Software MindSenior Applied Scientist developing state-of-the-art forecasting solutions for a leading online fashion platform in Europe. Collaborating with product managers and engineers to identify opportunities and resource requirements.
Tech Stack
Tools & technologiesPythonPyTorchScalaSQLTensorflow
About the role
Key responsibilities & impact- Actively contribute to the team roadmap, and work closely with product managers and engineers to identify areas of opportunity and resource requirements to deliver impactful projects.
- Conceptualize, prototype, and productionize state-of-the-art demand forecast solutions.
- Communicate technical problems and results effectively with other team members and also with (less technical) stakeholders.
- Educate them about your products and solutions.
- Be the owner of the whole development cycle of algorithms - from opportunity discovery to production.
- Iteratively improve models and explore the art of possibility (e.g. new data sources, new ways of structuring the problem).
- Build model pipelines and streamline analysis processes, using common programming tools (e.g. Python, R, Scala, SQL, PyTorch, Tensorflow etc.)
Requirements
What you’ll need- Master degree or above (PhD) in quantitative economics, statistics, mathematics, physics, operation research or a related quantitative discipline with a strong theoretical foundation in statistics, econometrics, time series analysis, and machine learning methodologies.
- Command of causal inference is a big plus
- At least 5 years of industry experience (3 years with PhD degree) in developing forecasting models, using both statistical methods and machine learning techniques.
- Understand the tradeoff of each method and their areas of applications.
- Have deep knowledge of the state of the art practices in forecasting, but also maintain a bias for simplicity
- Extensive experience with Python and its associated data science libraries, including writing production quality code (not just notebooks).
- Familiarity with optimization software such as Gurobi is a plus.
- Excellent verbal and written communication skills with a curious and self-starter mindset.
- Ability to unblock yourself, but also proactively request support when needed to remove roadblocks
Benefits
Comp & perks- Flexible employment and remote work
- International projects with leading global clients
- International business trips
- Non-corporate atmosphere
- Language classes
- Internal & external training
- Private healthcare and insurance
- Multisport card
- Well-being initiatives
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
demand forecastingstatistical methodsmachine learningcausal inferencetime series analysisalgorithm developmentmodel pipelinesdata analysisproduction quality codeoptimization
Soft Skills
communication skillscurious mindsetself-starterproblem-solvingproactive support seeking
Certifications
PhD in quantitative economicsMaster's degree in quantitative discipline