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发帖数: 310 | 1 【 以下文字转载自 Returnee 讨论区 】
发信人: pinacle (大石头), 信区: Returnee
标 题: IBM Research- China hiring postion: Analytics and optimization research in innovational industry app
关键字: IBM,hiring
发信站: BBS 未名空间站 (Fri Sep 21 06:11:28 2012, 美东)
代发贴：
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Pls send your resume to s******[email protected] or b***[email protected] if you are
interested in this position.
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Job Scope: Analytics and optimization research in innovational industry
applications
Work Location: Beijing, Shanghai
Job Description: The job offers an opportunity to apply advanced analytics/
optimization/simulation technology in key industrial applications (e.g.
Energy, Logistics, Electronics, Banking, Retail etc.), aiming to producing
high quality papers and patents, and advanced system/product/service. The
industry domains include
- Grid: smart grid, grid system optimization, power distribution automation,
micro-grid, renewable integration, smart building, energy saving/emission
reduction and power asset management.
- Logistic, supply chain management: develop optimization models for
improving resource utilization, energy efficiency and customer satisfaction
- Banking/retail/, massive data processing, customer behavior modeling,
multi-channel transformation and optimization, marketing management
- Asset monitoring and management system: develop asset deterioration model,
condition monitoring, failure detection and prediction model, asset
maintenance planning & scheduling model.
Job Requirements:
1) Researcher
- MS/PhD degree in Operation Research / Management Science, Cybernetics,
Data Mining, Statistics, Artificial Intelligence, Machine Learning, System
Engineering, Automation, Industrial Engineering, Computer Science, Software
Engineering, and other relevant fields:
- Experiences and skills in the following one or more areas:
· Research / development skills in the following areas: statistics and
data mining, simulation, optimization, machine learning, artificial
intelligence, analytic and optimized information system
· Research / development experience in the following industries: supply
chain and logistics management, power system (including wind energy and
solar power), e-business,
· Expertise in programming and analytics/optimization/simulation skills
is a plus
· Knowledge in GIS system / satellite aided navigation system is a plus
· Extensive relevant research experience in asset management, online
recommendation system is a plus
JD 1
研究方向: 分析优化及行业创新应用研究工作地点: 北京、上海
职位1：分析优化及行业创新应用职位描述:
从事基于行业（包括能源、电力、物流、电子、银行、零售等）的创新性研究与应用。
研发的预期成果包括高质量学术论文或专利，以及高效可靠的系统/产品/服务。行业领
域包括
- 智能电网、电力系统仿真/优化、配电自动化、微电网、新能源并网、电力市场、智
能楼宇、节能减排、电力资产管理等
- 物流供应链优化系统，包括提高资源利用率、能源效率和客户满意度的优化模型
- 金融/零售/流通行业海量数据处理、客户行为建模、多渠道转型与优化、营销管理等
- 资产监控系统及资产管理建模，包括衰退模型、状态监控模型，故障检测与预测模型
，维护计划与进度模型等
职位要求:
具有在运筹学/管理科学、控制论、数据挖掘、统计、人工智能、机器学习、系统工程
、自动化、工业工程、计算机科学、软件工程、及其他相关专业的硕士或博士学位，具
体技能和经验包括：
- 在以下一个或多个领域的研究或/和开发工作：统计和数据挖掘、仿真技术、优化技
术、机器学习、人工智能
- 在以下一个或多个行业的研究或/和开发经验：供应链物流管理、电力系统(也包括风
力、太阳能等)、电子商务、家电行业
- 有软件编程技能和相关分析/优化/仿真软件经验者更佳（如ArcGIS/SPSS/ILOG
Optimization等)
- 有以下一种或多种经验者更佳：GIS、全球卫星定位系统/北斗卫星导航系统、资产管
理相关研究经历、在线推荐系统研究经验等。 |
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