Research Area 1: Information Intelligence and Interaction
Work Location: Beijing or Shanghai
Job Responsibility:
Conduct research in information intelligence and interaction to provide core technologies for IBM’s software services and products, and to solve real business problems. The scope of job responsibilities includes: invention of new algorithms, development of prototype systems, publication of technical articles and patents.
Research areas include (but are not limited to): analysis, retrieval, and visualization of text, image, speech and video information; speech recognition modeling and adaptation; analysis, modeling and prediction of customers’ social behavior.
Job Requirements:
1.
Ph.D. or Master Degree in related disciplines, including Computer Science, Electrical Engineering, Automation and Applied Mathematics.
2.
Experiences and skills in the following one or more areas:
Machine Learning
Artificial Intelligence
Natural Language Processing
Information Retrieval and Recommendation
Information Visualization
Speech Signal Processing
Multimedia Information Processing
Human Computer Interaction
3.
Solid software programming skills and experience
4.
Strong ability in technical writing in English
Research Area 2: Distributed Computing
Work location: Beijing or Shanghai
Job Responsibility:
Research and develop distributed computing technologies and systems. The expected outcomes are high quality publications and system prototypes. Detailed research topics include:
Large scale and distributed system middleware, such as messaging middleware, event processing engine and stream computing middleware.
Programming model for distributed systems
Management of distributed system
Availability, reliability and serviceability research
Cloud computing platform and services
Job Requirements:
1.
Ph.D. or Master Degree in related disciplines, including Computer Science, Software Engineering, Electronics Engineering and Automation.
2.
Experiences and skills in the following one or more areas:
Distributed computing
Middleware
High performance computing and highly dependable systems
Distributed system management
Middleware and high performance computing
Architecture design and development of distributed systems
Good software programming skills and experience in Java or C/C++
3.
Passionate in deep research with high quality publication record
4.
Passionate in putting research theory into practice and building system
5.
Team-work and good Chinese/English communication skill
Research Area 3: Data Management
Work location: Beijing or Shanghai
Job Responsibility:
Research and develop information and data management technologies and systems. The expected outcomes are high quality publications and system prototypes. Detailed research topics include:
Spatial-temporal data management
Real-time data management
Big Data
Cloud data platform
Job Requirements:
1.
Ph.D. or Master Degree in related disciplines, including Computer Science, Software Engineering, Electronics Engineering and Automation.
2.
Experiences and skills in the following one or more areas:
Relational Algebra and relational database theory
Relational database and data warehouse
NOSQL database (e.g. HBase, MangoDB)
Analytics of large volume of data (e.g. Map-Reduce)
Data modeling, data analytics, data mining
Good mathematical knowledge
Architecture design and development of data management systems
Good software programming skills and experience in Java or C/C++
3.
Passionate in deep research with high quality publication record
4.
Passionate in putting research theory into practice and building system
5.
Team-work and good Chinese/English communication skill
Research Area 4: 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, Transport, Healthcare, Health Management, Electronics, Banking, and Retail), aiming to produce high quality papers and patents and advanced systems/products/services. 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.
- Chemical and petroleum industry: apply analytics/optimization and provide advanced solutions in safety insurance, integrity management and operational optimization.
- Banking/retail: massive data processing, customer behavior modeling, multi-channel transformation and optimization, marketing management
- Intelligent transportation system: realize traffic pattern analysis, multi-mode transportation system optimization, traffic simulation, operational optimization etc.
- Urban service system: research in water supply / drainage, gas, emergency response, crime investigation management etc.
- IOT of vehicles (e.g., massive moving object management, mobility pattern mining and analysis, driving behavior analysis), electric automobile technology and telematics infrastructure design.
- Asset monitoring and management system: develop asset deterioration model, condition monitoring, failure detection and prediction model, asset maintenance planning & scheduling model.
- Research and develop system or corresponding application for clinical research analytics, including application scenario design and exploration for healthcare research, clinical data repository storage model design, comparative effectiveness research, clinical evidence generation and evaluation.
- Clinical intelligence and care planning, including
application scenario design and exploration for healthcare research, planning & automation design in health management, Artificial Intelligence in healthcare
Job Requirements:
1.
Ph.D. or Master Degree in related disciplines, including: Operation Research / Management Science, Cybernetics, Data Mining, Statistics, Artificial Intelligence, Machine Learning, System Engineering, Automation, Industrial Engineering, Computer Science, Software Engineering, Civil Engineering, Petroleum Engineering, Mechanic Engineering, Electrical Engineering, Automotive Engineering, Transport and Transportation,
Health Informatics, Clinical Informatics, Bioinformatics and other relevant fields.
2.
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, chemical and petroleum industry, civil engineering, water management, power system (including wind energy and solar power), intelligent transport, e-business, electrical household appliances, healthcare.
·
Applicants to clinical informatics area should have design and development experience on medical system such as EMR, EHR or HIS, 1+ year experience in a medical bioinformatics company or health informatics company and 1+ years development experience on Java and database.
·
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.
Research Area 5: Computer Architecture and System Software
Work Location: Beijing or Shanghai
Job Responsibility:
Conduct research in computer architecture and system software for IBM system products. The job responsibility includes: building system prototype, developing system software, publishing high quality papers, and applying high-value invention patents.
Research areas include (but are not limited to): computer architecture, programming model, operating system, real-time system design, system and I/O virtualization (including the virtual machine), FPGA, high-performance computing, performance evaluation and optimization.
Job Requirements:
1.
Ph.D. or Master Degree in related disciplines, including Computer Science, Electrical Engineering, Automation.
2.
Experiences and skills in the following one or more areas:
Computer architecture
Operating system
Virtualization
FPGA
Programming Model
Compiler
High performance computing
3.
Solid system and software programming skills and experience.
4.
Strong ability in technical writing in English.
Research Area 6: Networking and Wireless
Work Location: Beijing or Shanghai
Job Responsibility:
Conduct research in networking and wireless communication domains for IBM networking related system platforms, and wireless communication and networking solutions for global industries. The job responsibility includes: building system prototype, developing system software and protocol stacks, algorithm research and verification, publishing high quality papers, and applying high-value invention patents.
Research areas include (but are not limited to): Next generation wireless communication technologies, wireless system architecture, wireless sensor network, network architecture and techniques, novel protocol for next generation networking, real-time system optimization, embedded system (ARM/PowerPC/FPGA/DSP) and embedded system software, real-time operating system, low power system design, etc.
Job Requirements:
1.
Ph.D. or Master Degree in related disciplines, including: Computer Science, Electrical Engineering, Automation.
2.
Experiences and skills in the following one or more areas:
Next generation wireless technologies
Wireless system architecture
Wireless sensor network
Networking architecture, system and protocols
Data Center / Cloud networking
Software defined network (OpenFlow) and network virtualization
Real-time system design
Real-time operating system
Embedded system (ARM/PowerPC/FPGA/DSP)
Low power system design
3.
Solid system and software programming skills and experience.
4.
Strong ability in technical writing in English.
