Data Scientist (Marketing Mix Modeling)

Tasks:

• Running end-to-end initiatives (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment)
• Analyzing and interpreting the findings
• Drawing conclusions and recommendations- including expected benefits and measuring ROI for enhancing business processes
• Pre-sales activities

Requirements:

Role Specific - essential:

• familiarity with theory behind various machine learning concepts
• commercial experience with various Machine Learning (ML) models (e.g. decision trees, ensemble-based tree models, linear regression, etc.)
• experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment
• previous experience in an analytical role supporting business
• fluency in Python, basic working knowledge of SQL
• knowledge of specific DS/ML libraries

Role Specific – nice to have:

• familiarity with other languages: R, Scala would be a plus
• experience in working with big data and distributed environments would be a plus
• commercial experience proven by multiple successful projects in the areas of forecasting would be a big plus

General:

• basic computer programming skills and familiarity with programming concepts
• strong business acumen
• ability to come up with creative solutions to address customer problems

We offer:

• Stable employment. On the market since 2008, 1300+ talents currently on board in 7 global sites.
• “Office as an option” model. You can choose to work remotely or in the office.
• Great Place to Work® certified employer.
• Flexibility regarding working hours and your preferred form of contract.
• Comprehensive online onboarding program with a “Buddy” from day 1.
• Cooperation with top-tier engineers and experts.
• Unlimited access to the Udemy learning platform from day 1.
• Certificate training programs. Lingarians earn 500+ technology certificates yearly.
• Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
• Internal Gallup Certified Strengths Coach to support your growth.
• Grow as we grow as a company. 76% of our managers are internal promotions.
• A diverse, inclusive, and values-driven community.
• Autonomy to choose the way you work. We trust your ideas.
• Create our community together. Refer your friends to receive bonuses.
• Activities to support your well-being and health.
• Plenty of opportunities to donate to charities and support the environment.
• Modern office equipment. Purchased for you or available to borrow, depending on your location.