{"id":3465544,"url":"https://alion.io/job/martsun-ml-engineer-middle-senior","title":"ML Engineer (Middle+ / Senior)","company":{"id":4034,"name":"Martsun","domain":"martsun.tech","url":"https://alion.io/company/martsun","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_regions","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":["Glubokoye, 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ИП\nДлительность проекта: 3 месяца с возможностью продления\nКрупная ИТ-компания развивает платформу интегрированного планирования и ищет ML Engineer для направления Supply Network Planning (SNP) - планирования цепочек поставок, производства и управления запасами.\nСпециалист будет участвовать в разработке вычислительных компонентов планирования, проектировать алгоритмы оптимизации и формализовывать бизнес-задачи в математические модели.\nОсновные задачи:\nРазработка и развитие модулей планирования снабжения и производства.\nПроектирование и реализация компонентов календарного и производственного планирования.\nРазработка решений для оптимизации запасов.\nФормализация бизнес-задач в задачи математической оптимизации (LP/MILP).\nПроектирование сложных вычислительных решений и оптимизация алгоритмов.\nНаписание и поддержка unit- и integration-тестов.\nТребования:\nОпыт промышленной разработки на Python на уровне Senior.\nГлубокое знание алгоритмов и структур данных, понимание оценки 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