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Senior Applied Scientist
Software Mind. 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.
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