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:
Must have:
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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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Familiarity with customer analytics such as churn analysis.
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Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation.
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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.
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.
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Experience with OOP in Python.
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Experience with MLOps.
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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, 1500+ 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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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.