Tasks
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Business Requirements gathering/business understanding
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Exploratory data analysis: o Data preparation o Outlier detection o Data quality verification o Preprocessing: deduplication, fuzzy matching, format unification
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Modelling: o Feature Engineering / Data Augmentation: imputation, handling outliers, handling missing data, mean encoding, one-hot encoding o Model Training: generalized linear models, tree-based models, ensemble o Model Evaluation: econometrical coefficients interpretation, local approximation, global interpretability
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Presentation of the results: error visualization, bias visualization, variance visualization
Requirements
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Experience with Data Analysis, Data Mining, Statistics, Augmented Analytics, Data Science projects Good statistical/mathematical background – understanding of the math behind ML methods Experience with data analysis, SQL and at least one of the following tools/technologies: R, Python, knowledge of data analysis libraries
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Basic computer programming skills and familiarity with programming concepts
Passion for AI
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Advanced Analytics aptitude
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Strong business acumen
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Experience or interest in with Process Mining tools like Celonis, Process Gold, Fluxicon Disco or others
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Experience or interest in process analysis and improvement
Offer
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Stable employment. On the market since 2008, 1200+ 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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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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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.