Data Science Professionals (Supply Chain & Logistic)
Team: Data Science
Location: Istanbul / Maslak
Commitment: Full-time
Workplace Type: hybrid
Responsibilities
- Working in a data driven culture and work to create advocates
- Work on exploratory data analysis so that you can navigate a dataset and come out with broad conclusions based on initial appraisals
- Proven ability to relate and solve business problems through machine/deep learning, optimization, simulation, and statistics
- Work in a highly dynamic environment where you see the result of your actions on the business/operation
- Improve the operational excellence of the fulfillment and delivery teams one step at a time
- Designs, prioritizes, and manages complex experiments through A/B tests and simulations
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
- Challenges existing product assumptions and converts learnings into clear, actionable product decisions
- Synthesize methodology and data into actionable business strategy and communicate findings to engineering and management teams as driving business impact
- Conduct projects end-to-end from early stage research through development, in consultation with stakeholders
Expected Qualifications
- Bachelor's, Master's Degree or Ph.D. preferably in Industrial Engineering, Computer Science, Statistics
- 2-5 years of proven experience in a variety of machine learning modeling techniques (classification, regression, learning to rank algorithms, clustering, gradient boosting, deep learning etc.)
- 2-5 years of hands-on experience with optimization models, heuristics, meta-heuristics
- Hands-on experience in at least one of the programming languages (python, C#, java).
- Proficiency in SQL is required. ML pipeline design experience is essential.
- Develop and implement algorithms/heuristics to apply to real-life problems using programming languages
- Familiar with simulation techniques such as discrete event simulation, real-time simulation, etc.
- Having a curious mind and love to ask (and answer) "impossible" questions
- Background in data mining and statistical analysis expressing data-driven thinking skill
- Experience with delivery services, operations, supply chain, and/or e-commerce is a big plus
- Excellent written and verbal communication skills in English
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