Lingaro provides data, AI, consulting, technology advisory, design, learning technology, and intelligent operations services. Its Data Science & AI team delivers optimization and operations research solutions, primarily for supply chain projects serving major FMCG companies.
data scientist in supply chain
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описание
задачи
- Deliver projects in optimization and operations research, from POCs to scaling existing solutions, mainly in the Supply Chain domain;
- Apply CRISP-DM methodologies across business understanding, data understanding and preparation, modeling, evaluation, and deployment;
- Apply linear, integer, and nonlinear programming and heuristics to find optimal business solutions;
- Act as a Lingaro ambassador on external client projects;
- Deliver technical work based on business requirements, including data processing, feature engineering, hypothesis testing, and presentation of findings;
- Identify areas for improvement proactively;
- Follow competency and company delivery standards.
требования
- Have 5+ years of relevant professional experience;
- Have commercial experience demonstrated through successful data science projects;
- Have experience with optimization methodologies and optimization libraries such as CPLEX, Gurobi, and ortools;
- Have strong Python coding skills, experience with ML libraries, and basic SQL knowledge;
- Have experience with feature engineering techniques and/or external data sources for forecasting problems;
- Have experience with cloud technologies, especially MS Azure;
- Understand the theory behind various machine learning concepts;
- Have experience delivering CRISP-DM projects and working in Agile environments such as Scrum or Kanban;
- Have experience in client-facing roles, especially with external clients;
- Have great communication skills;
- Have advanced English skills;
- Nice to have: R, SQL, and Python programming including object-oriented programming concepts; practical knowledge of GenAI; experience applying Data Science/Machine Learning methods to Supply Chain; business requirements gathering and transformation into technical plans; data processing, feature engineering, model evaluation, hypothesis testing, and model deployment; Microsoft Azure or Google Cloud technologies; strong statistical and mathematical background; model operationalization using VMs; experience in matrix organizations; relational databases; GCP/AWS experience.
условия
- Stable employment;
- Office as an option;
- Workation in line with the workation policy;
- Flexible working hours and choice of contract type;
- Comprehensive online onboarding with a buddy from day one;
- Cooperation with top-tier engineers and experts;
- Unlimited access to Udemy from day one;
- Certificate training programs and upskilling support;
- Capability development programs, Competency Centers, knowledge-sharing sessions, community webinars, and 110+ training opportunities yearly;
- Referral bonuses;
- Well-being and health activities;
- Modern office equipment purchased for employees or available to borrow, depending on location.
навыки
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