Business Requirements gathering/business understanding

Exploratory data analysis: o Data preparation o Outlier detection o Data quality verification o Preprocessing: deduplication, fuzzy matching, format unification

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

Presentation of the results: error visualization, bias visualization, variance visualization

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

Basic computer programming skills and familiarity with programming concepts

Passion for AI

Advanced Analytics aptitude

Strong business acumen

Experience or interest in with Process Mining tools like Celonis, Process Gold, Fluxicon Disco or others

Experience or interest in process analysis and improvement

Stable employment. On the market since 2008, 1200+ talents currently on board in 7 global sites.

“Office as an option” model. You can choose to work remotely or in the office.

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.

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.

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.