Aera Technology10 дней назад
Ассоциированный Data Scientist – Оптимизация и Исследование Операций
Зарплата не указана
РЫНОК
16 250 ₽медиана по профессии
Data Scientist · 212 вакансий с указанной зарплатой
5 000половина предложений: 13 084–21 768120 000
Работодатель не указал зарплату — сравните с рынком сами.
Full-timePune
Обязанности
- 01Work with real-world business data to formulate optimization problems in areas such as supply chain, inventory, production planning, and pricing.
- 02Design, implement, test, and refine linear, integer, and mixed-integer programming models, along with heuristic or meta-heuristic approaches where needed.
- 03Prototype and compare alternative formulations and solution strategies, balancing optimality, robustness, and runtime performance.
- 04Use commercial and open-source solvers (e.g., Gurobi, CPLEX, COIN-OR) effectively, including model diagnostics, tuning, and performance analysis.
- 05Collaborate with solution delivery and data engineering teams to integrate optimization models into end‑to‑end decision workflows.
- 06Engage with customers and internal stakeholders to understand requirements, explain model behavior and trade-offs, and iterate on designs.
Требования
- 01Bachelor's or Master's degree in Operations Research, Applied Mathematics, Industrial Engineering, Computer Science, or a related quantitative field.
- 021-3 of experience in optimization / OR, including internships, academic projects, or industry experience; outstanding fresh graduates are encouraged to apply.
- 03Strong foundations in linear algebra, probability, optimization theory, and algorithms, with clear intuition for LP/MIP modeling.
- 04Hands-on experience formulating and solving optimization models using at least one solver (Gurobi, CPLEX, COIN-OR, etc.) and one programming language (preferably Python).
- 05Demonstrated passion for OR: coursework, theses, competitions, or open-source contributions.
- 06Ability to reason from first principles, question assumptions, and propose alternative formulations when the first approach does not work.
- 07Comfortable working in a fast-paced environment, taking ownership, and learning new problem domains quickly.
Условия
- 01Competitive salary and company stock options
- 02Comprehensive medical, Group Medical Insurance, Term Insurance, Accidental Insurance
- 03Paid time off, Maternity leave
- 04Unlimited access to online professional courses for both professional and personal development
- 05People manager development programs
- 06Flexible working environment
- 07Healthy work-life balance
- 08Fully-stocked kitchen with selection of snacks and beverages when working from office