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Machine Intelligence Technology-Senior Staff Engineer-Optimization Solver

发布时间: 2019-09-09 工作地点: 西雅图 工作年限: 一年以上
所属部门: 阿里集团 学   历: 博士 招聘人数: 若干

岗位描述:

Operations research and optimization techniques have enormous business value to Alibaba, as almost every of its business involves optimization-based decision making. Optimization techniques have been playing a critical role in proving the competency of Alibaba during the expansion of its business boundaries. We are inviting talented and experienced experts in the development of optimization algorithms and numerical packages to join us, to work together to build efficient solver packages and apply them to more business scenarios.
1. Design and implement numerical packages of algorithms such as presolver routines, primal and dual Simplex methods, interior-point methods, decomposition techniques, mixed-integer programming routines and heuristics, as well as parallel, distribution, and GPU computing.
2. Develop and implement novel algorithms for linear optimization, mixed-integer optimization, and online optimization. Research on open problems in these areas.
3. Combine optimization and machine-learning techniques, and apply them to e-commerce, resource allocation, scheduling, logistics, etc., to reduce operational cost or improve efficiency.

岗位要求:

1. BS degree (or above) in Mathematics, Operations Research (OR), Industrial Engineering, Computer Science, Information Engineering, or similar technical field of study; MS or Ph.D. is an advantage.
2. Familiar with methods in linear and mixed integer optimization. Knowledge of machine learning is a plus. Candidates who have publications in top journals and conferences are preferred.
3. Strong programming skills in C/C++ programming language. Knowledge in BLAS, CUDA, OpenMP, MPI, or compiler design is a plus.
4. Experience with numerical software package implementation.
5. Excellent communication, relationship skills, and a strong team player.
6. Eager to learn, passionate about optimization and OR technologies.

 

 

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