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Mô tả công việc
We are seeking a self-motivated, intellectually curious industrial engineer trained in mathematical optimization to contribute to our ongoing development of optimization algorithms and software. The candidate will focus on data pipelines and building mathematical models to be developed and integrated into our engineering software.
Expertise in the full range of techniques for nonlinear programming, branch and bound, general mixed-integer programming, stochastic programming, and global optimization is especially desired. Excellent skills in mathematical programming tools such as Gurobi, CPLEX, SCIP is needed. Excellent programming skills in Python, Java, or C-language is also needed.
Intermediate English skills required.
Responsibilities
Support and partner with clients and team members.
Analyze and interpret processes and data pipelines.
Develop and refine optimization models for production management.
Enhance methods for handling decision-making under uncertainty (e.g., robust/stochastic optimization) and integrate probabilistic demand forecasts into optimization workflows.
Refine pricing and algorithmic strategies to enhance revenue.
Explore and apply the latest developments in optimization research methods that hold promise.
Act as a automation optimization subject matter expert for external stakeholders.
Yêu cầu
Qualifications
Bachelor's degree, Master's preferred, in mathematics, computer science, operations research, engineering, physics, or related area required.
3+ years of experience writing software in Python, Java, or C-languages, and utilizing Linear Programming, MIP, and Convex Optimization.
2-5 years of relevant work experience.
Experience with collaborative software development best practices, including version tracking and code reviews using GitHub.
Experience using relational databases and using SQL or other query languages.
Understanding of enterprise-scale business and its processes.
Strong critical thinking skills and attention to detail.
Good English language skills.
Extras
Demonstrated thought leadership in developing novel optimization approaches.
Experience with tradeoffs between speed, performance, and scalability in optimization.
Experience with stochastic optimization and decision-making under uncertainty.
Experience with optimization across an array of fungible alternatives.
Experience with leading and mentoring technical team members.
Quyền lợi
Benefits
Income negotiated according to experience and ability, 13th month salary, bonus based on annual business results.
Social insurance, health insurance, unemployment insurance after signing the official labor contract.
Orientation, training and mentoring to master product and enterprise-scale operations knowledge, professional communication and presentation skills.
Empowered to experiment with prototyping and Linux lab environments.
Working in a friendly, young business environment.
Thông tin khác
Địa điểm làm việc
- Hồ Chí Minh: 26 thảo điền, Quận 2
Thời gian làm việc
Thứ 2 - Thứ 6 (từ 08:00 đến 17:00)
Thông tin chung
- Ngày hết hạn: [protected info]
- Thu nhập: Thoả thuận