Tasks:
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Running end-to-end initiatives (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment)
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Analyzing and interpreting the findings
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Drawing conclusions and recommendations- including expected benefits and measuring ROI for enhancing business processes
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Pre-sales activities
Requirements:
Role Specific - essential:
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familiarity with theory behind various machine learning concepts
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commercial experience with various Machine Learning (ML) models (e.g. decision trees, ensemble-based tree models, linear regression, etc.)
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experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment
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previous experience in an analytical role supporting business
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fluency in Python, basic working knowledge of SQL
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knowledge of specific DS/ML libraries
Role Specific – nice to have:
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familiarity with other languages R, Scala would be a plus
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experience in working with big data and distributed environments would be a plus
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commercial experience proven by multiple successful projects in the areas of forecasting would be a big plus
General:
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basic computer programming skills and familiarity with programming concepts
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strong business acumen
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ability to come up with creative solutions to address customer problems
We offer:
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Stable employment. On the market since 2008, 1300+ talents currently on board in 7 global sites.
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“Office as an option” model. You can choose to work remotely or in the office.
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Great Place to Work® certified employer.
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Flexibility regarding working hours and your preferred form of contract.
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Comprehensive online onboarding program with a “Buddy” from day 1.
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Cooperation with top-tier engineers and experts.
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Unlimited access to the Udemy learning platform from day 1.
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Certificate training programs. Lingarians earn 500+ technology certificates yearly.
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Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
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Internal Gallup Certified Strengths Coach to support your growth.
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Grow as we grow as a company. 76% of our managers are internal promotions.
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A diverse, inclusive, and values-driven community.
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Autonomy to choose the way you work. We trust your ideas.
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Create our community together. Refer your friends to receive bonuses.
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Activities to support your well-being and health.
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Plenty of opportunities to donate to charities and support the environment.
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Modern office equipment. Purchased for you or available to borrow, depending on your location.