General Information

Req #
WD00015261
Career area:
Artificial Intelligence
Country/Region:
China
State:
Guangdong
City:
深圳(Shenzhen)
Date:
Wednesday, October 27, 2021
Working time:
Full-time

Why Work at Lenovo

Here at Lenovo, we believe in smarter technology for all, so we spend our time building a society that’s brighter and more inclusive. And we go big. No, not big—huge. 

We’re a US$60 billion revenue Fortune Global 500 company serving customers in 180 markets around the world. Focused on a bold vision to deliver smarter technology for all, we are developing world-changing technologies that power (through devices and infrastructure) and empower (through solutions, services and software) millions of customers every day and together create a more inclusive, trustworthy and sustainable digital society for everyone, everywhere. 

The one thing that’s missing? Well… you...

Description and Requirements

岗位职责:

运用运筹优化、机器学习、深度学习等技术,负责决策智能产品的技术研发工作,包括挖掘数据信息,建立优化模型,设计优化求解算法,优化核心决策等;紧跟运筹优化技术的业界最新进展,并合理的运用到实际产品中。


岗位要求:

a)  拥有统计学、应用数学、运筹学、计算机科学、工业工程等相关专业硕士及以上学历;

b)  熟悉各类型的运筹优化模型,如网络流、TSPVRP、选址、排产排程等,了解各模型的使用场景和运算效率;

c)  熟悉优化等相关算法与概念,如线性规划、非线性规划、动态规划、组合优化、元启发式算法、进化算法等;

d)  熟练调用至少一种优化求解器,如CPLEX, Gurobi, SCIP,Lindo等;

e)  能灵活结合问题自主设计、开发相关求解算法,并根据结果进行分析,有针对性的进行效率优化;

f)  熟练掌握至少一门语言,如Python(首选)、RC/C++Java等,能熟练使用Numpy, Pandas等,具备一定的工程化能力;

g)  拥有良好的分析问题和解决问题的能力,乐于学习,善于思考,有团队合作精神。


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