Postdoc in memory systems and machine learning
Uppsala University
Investigate the use of machine learning for memory system optimization both as a tool to optimize designs (offline) and to adapt to dynamic behavior (online). We welcome applicants with computer architecture backgrounds and/or machine learning backgrounds. The position is part of the Automating System SpeSific Model-Based LEarning project, which combines researchers in machine learning, control theory, compilation, and architecture to develop new tools to support the use of machine learning across different fields. You will work with machine learning researchers to understand how to apply probabilistic programming and neural networks for memory system optimization. The expected results are approaches for better offline design (optimization, analysis) and architectural designs that can support the execution of the algorithms at runtime to aid data placement decisions. More information on the project can be found at http://www.it.uu.se/research/assemble/.
Candidates should have expertise in architecture and/or memory system design. Experience with machine learning techniques is a plus, but we have the expertise to teach these as part of the project. The applicant must be able to work in a diverse group and give/receive constructive criticism. The position is for 2 years and may include teaching depending on availability and interests.
Working in Sweden: Sweden is a fantastic place for living and working. Swedes are friendly and speak excellent English. The quality of life is high, with a strong emphasis on outdoor activities and family. The working climate emphasizes an open atmosphere between junior and senior staff. Postdocs are full employees with five weeks of paid holiday. Spouses are entitled to work permits. Healthcare is free and the university subsidizes athletic costs. The parental benefits in Sweden are among the best in the world, including extensive parental leave (for both parents), paid time off to care for sick children, and very affordable daycare.
Link:
None
Faculty Positions in Computer Science
University of Texas at San Antonio
Several positions available; some tenure track, some not.
Link:
https://cs.utsa.edu/fsearch
Research software engineer
DeepCode AG
Develop next generation of automatically learned program analysis. Have a look at our papers at the "Specification" session of PLDI.
Post-Doctoral Research Fellow
University of Alberta
Research on compiler design and implementation including design of program analysis, optimization and code generation for Deep Learning with emphasis on tensor-based computations. Solid programming and software-development skills, knowledge of programming languages, computer architecture, type systems, linear algebra, are desirable. This project will involve frequent interactions with industry in a collaborative research project. Candidates must be within five years from the completion of their Ph.D. degree.
Link:
http://webdocs.cs.ualberta.ca/~Amaral
Assistant or Associate Professor in Computer Science
University of Manitoba
Full-time tenure-track or tenure position, all research areas. Visit http://www.cs.umanitoba.ca/jobs/ for more details and application instructions.
Link:
http://www.cs.umanitoba.ca/jobs/
Game-theoretic AI Wizard
Strategy Robot, Inc.
Come work on real applications with the world's leading experts in computational game theory. We develop algorithms that automatically create AIs for applications of importance. (No robotics here.)
Positions available at all levels: PhD, MS, BS.
Requirements:
Strong degree in computer science, operations research, game theory, or related.
Desire to change the world via novel software products.
Strong C++ skills.
Must be US citizen.
Knowledge of computational game theory and optimization, or ability to learn them quickly.
Postdoc in System Security / PL / Software Engineering
Bundeswehr University Munich
We are looking to fill the position of Postdoctoral Researcher in the areas of system security, programming languages, or software engineering. The position is at federal salary level TV-ÖD 14 (annual salary starting at approximately 54,600 €).
You will be responsible for planning and conducting research projects with significant autonomy but under guidance of Prof. Kinder. Your tasks will involve collaborating with and providing feedback to PhD students, co-authoring project proposals, assisting in teaching.
We are looking for a highly motivated candidate with the following:
- Doctoral / PhD degree in computer science or a closely related discipline
- Expert knowledge of computer security, reverse engineering, programming languages, or formal methods
- Track record of relevant publications
- Keen interest in computer security
- Ability to show initiative in research and teaching
- Fluency in written and spoken English
Bundeswehr University Munich is an equal opportunities employer and places particular emphasis on fostering career opportunities for women. Qualified women are therefore strongly encouraged to apply. Disabled persons with equivalent aptitude will be favored. Personal data and documents relating to the application process will be stored electronically.
Link:
https://www.unibw.de/patch/vacancies
Postdoc position
Singapore University of Technology and Design
Postdoc positions will be available for Spring 2020 (negotiable starting date) under the mentorship of Ioannis Panageas to work on questions related to Machine Learning, Optimization, Learning in Games etc. Apply by sending to ioannis@sutd.edu.sg your CV and 1-2 representative publications. Requirement is that you have a PhD in Theoretical Computer Science/Mathematics/Machine Learning or related field with publications in conferences such as NIPS, ICML, STOC, FOCS, SODA, ICALP etc (or if you hold a PhD in Mathematics, one publication in a good journal).
Secure Processor Architecture Design for IoT SoCs
National University of Singapore (NUS)
At the School of Computing at NUS, we are working to develop secure hardware platforms that are resilient against physical attacks (injection, RF monitoring, etc.), potential hardware trojans and rogue IPs and software. The project aims to develop secure designs targeted for high-compute IoT gateway and edge devices. While expensive VLSI circuit protection techniques help to mitigate some of these issues, they incur too much overhead and would be impractical for cost-sensitive IoT devices. By leveraging selective use of these expensive hardware mitigation strategies, but providing additional hardware protection in the computer architecture domain, we aim to minimize system overheads required for a secure system.
Feel free to contact me (Trevor Carlson) any time during FCRC, and we can chat more about this opportunity.
Link:
None
Postdoc in Dynamic analysis of Python
Oracle Labs
We at Oracle Labs, Brisbane Australia, invite applications for a fixed term 2year postdoc position. The aim of the position is to develop novel and useful analyses techniques to detect security vulnerabilities in Python code. Feel free to contact me at FCRC if you wish to have a chat.
Assistant Professor in Computer Architecture
Uppsala University
Assistant Professor in computer architecture working across the full system stack from architecture to applications. The ideal candidate will have a solid background in computer architecture with a strong interest in connecting architecture to other aspects of computer systems (runtimes, compilers, networking, JITs, clouds, applications, etc.). To support the applicant during the tenure process, we provide an open research environment for mentoring and collaboration, including extensive research activities in computer architecture (memory systems, compiler co-design, runtime/scheduling, microarchitecture, and simulation/modeling) and communications (IoT, batteries, networking, security, runtime systems), and long experience with patents and startups. We particularly encourages internal and external collaboration, and is committed to bringing new faculty members into its existing collaboration networks.
Sweden is a fantastic place for living and working. Swedes are friendly and speak excellent English. The quality of life is high, with a strong emphasis on outdoor activities and family. The working climate emphasizes an open atmosphere between junior and senior staff. Spouses are entitled to work permits. Healthcare is free and the university subsidizes athletic costs. The parental benefits in Sweden are among the best in the world, including extensive parental leave (for both parents), paid time off to care for sick children, and very affordable daycare.
Please grab either David Black-Schaffer or Stefanos Kaxiras at anytime during ISCA for more information!
Link:
None
Automated Vulnerability Patch Synthesis
Google, Inc
We are hiring engineers with strong research background in static and dynamic analysis, as well as synthesis, for a new project. See the link below for a similar position on the same team.
Link:
http://bit.ly/2X47jxb
Computer Engineer
Cerebras Systems
Cerebras Systems is looking for interested Engineers in all aspects of Systems, Machine Learning, Compilers, etc.
please check out the website for all job openings
Link:
www.cerebras.net
Computer Vision Silicon Architect
Facebook
RESPONSIBILITIES
Study state of the art algorithms in the field of computer vision, machine learning and imaging, come up with appropriate SW-HW partitioning, provide architecture and specifications for HW implementation
Come up with new algorithms, or adaptations to existing algorithms, that will enable new ground-breaking capabilities through HW implementation
Implement and test architecture and specifications, to assure correctness and consistency with the algorithm
Support all phases of Silicon SoC development from early definition on through architecture & specification, design, verification, prototyping and SOC bring-up
Collaborate closely with algorithm developers, SoC architects and designers to support the realization of the necessary hardware to enable innovative AR/VR experiences
Contribute to execution of our silicon technology and compute roadmap to make beyond state-of-the-art advances in performance, power consumption and form factor
Assess and recommend emerging technologies through close partnership with external, industry leading suppliers
MINIMUM QUALIFICATIONS
3+ years of experience in digital IC architecture or design supporting computer vision, machine learning or image processing use cases
Knowledge in the field of computer vision, machine learning and image processing
Experience with methods for partitioning a solution across hardware and software, and other multi-disciplinary boundaries in a system solution
Experience with C++ code and hands-on coding for the purpose of developing and testing HW architecture
Experience with fixed-point arithmetic
Experience evaluating architectural tradeoffs in speed, performance, power, area
Experience working in the consumer electronics field
Bachelor’s EE/CS or equivalent
Link:
https://www.facebook.com/careers/jobs/327149441321624/
AMD Research and More
AMD
Multiple opportunities in AMD Research and other related AMD teams. Hardware (CPUs, GPUs, memory, etc.), software (GPGPU, HPC, ML), and more.
Director of Data Science
Red Ventures
Please see our website for a full description of the Director of Data Science position.
https://careers.redventures.com/application/position/1467341?gh_jid=1467341
The Director of Data Science will be responsible for contributing to ongoing data science efforts, growing and scaling the data science team, and identifying significant business opportunities where data science can help. You’ll help us better leverage our full funnel of data to optimize our existing businesses, guide decisions, and set a data science strategy that will secure our position not just as a partner to clients but as a leader in the industry.
Red Ventures is a highly collaborative, fast-paced, results-driven atmosphere, which means you’ll also be counted on to mentor and guide less experienced data science analysts and serve as a business interface for the data science team by working with business teams to identify potential opportunities and to report progress on initiatives.
What RV Expects From You:
* Statistical modeling, machine learning and optimization as a data scientist or team leader (7+ years). MS/PhD degree in related field preferred.
* Mentoring and developing data scientists (2+ years). Managerial experience of leading a data science team preferred.
* Leading the development and deployment of data science solutions for digital marketing or e-commerce in a production environment, especially in real-time settings.
Proficiency at:
* Assessing the value/risk of data science driven business opportunities
* Balancing the short-term business needs with the technology needs across the company
* Translating business opportunities into data science problems that align closely with business and company-wide strategy
* Communicating and working with a broad audience (business leaders, analysts, data scientists, engineers)
Link:
https://careers.redventures.com/application/position/1467341?gh_jid=1467341
Senior Data Scientist
Red Ventures
Please see our website for a full description of the Senior Data Scientist position.
https://careers.redventures.com/application/position/1674031?gh_jid=1674031
Red Ventures is a digital consumer choice platform and digital marketing company based in Charlotte, North Carolina. Through deeply integrated brand partnerships and consumer-facing assets, Red Ventures connects online customers with products and services across high-growth industries including home services, financial services, and healthcare. Data drives everything at Red Ventures. We are maniacal about metrics and in a continuous race to find ways to mine, manipulate and collect data that will give us a significant advantage over our competition.
The Data Science team at Red Ventures is a tight-knit, fast-paced and even faster-growing team working with a large amount of complete and powerful data. From identifying the right consumer audience, creating a personalized experience, to recommending the products/services that best fit each customer’s needs, the Data Science team at Red Ventures drives growth for every aspect of our multi-billion-dollar business. We are achieving that by using advanced statistic modeling, machine learning, and optimization technologies and turning them into real-time solutions for decision making online and offline.
Role/Responsibility:
As a Senior Data Scientist, you will own large data science projects/programs by leading a multi-disciplinary team. You will be a key contributor of the overall technology and organizational strategy for the data science team and broader Red Ventures organization. You will mentor and/or manage junior members of the data science team and serve as a subject matter of expertise of data science internally and externally.
Link:
https://careers.redventures.com/application/position/1674031?gh_jid=1674031
Senior Data Scientist
Red Ventures
Please see our website for a full description of the Senior Data Scientist position:
https://careers.redventures.com/application/position/476070?gh_jid=476070
Red Ventures is a digital consumer choice platform and digital marketing company based in Charlotte, North Carolina. Through deeply integrated brand partnerships and consumer-facing assets, Red Ventures connects online customers with products and services across high-growth industries including home services, financial services, and healthcare. Data drives everything at Red Ventures. We are maniacal about metrics and in a continuous race to find ways to mine, manipulate and collect data that will give us a significant advantage over our competition.
The Data Science team at Red Ventures is a tight-knit, fast-paced and even faster-growing team working with a large amount of complete and powerful data. From identifying the right consumer audience, creating a personalized experience, to recommending the products/services that best fit each customer’s needs, the Data Science team at Red Ventures drives growth for every aspect of our multi-billion-dollar business. We are achieving that by using advanced statistic modeling, machine learning, and optimization technologies and turning them into real-time solutions for decision making online and offline.
Role/Responsibility:
As a Senior Data Scientist, you will own large data science projects/programs by leading a multi-disciplinary team. You will be a key contributor of the overall technology and organizational strategy for the data science team and broader Red Ventures organization. You will mentor and/or manage junior members of the data science team and serve as a subject matter of expertise of data science internally and externally.
Link:
https://careers.redventures.com/application/position/476070?gh_jid=476070
Computer Architecture postdoc @ UChicago/Argonne
Uchicago / Argonne
We are exploring post-moore architectures, including 1) architectures that enable efficient rapid transformation of information encodings, to reduce size and computation cost, and 2) large-scale AI (deep learning) accelerators for both training and high-speed edge inference. Leading edge computer architecture, software, and large-scale systems research opportunities. Long-term career track as a permanent staff is possible. Additional unique opportunities include performance studies and product co-design with industrial partners (AI) within the next 1-3 years, and working with several agencies to build novel prototypes (1000's of nodes, data transformation) within the next 3-5 years. (see http://lssg.cs.uchicago.edu/ and https://www.anl.gov/mcs for more information). Send a CV to Professor Andrew A. Chien (achien@cs.uchicago.edu, achien@anl.gov ) to inquire. Applications by July 30 will receive full consideration.
Link:
http://lssg.cs.uchicago.edu/
Research Fellow, Postdoc and Intern Post( EV Charging network)
GEIRI NORTH AMERICA
Research Fellow, Postdoc and Intern Post available:
GEIRI North America, based in San Jose, California, is a subsidiary research institute of State Grid Corporation of China.
We have several vacancies for Research Fellow, Postdoc and Summer Intern on EV charging networking/smart grid/CPS.
The candidates will be working on/leading exciting R&D projects and create innovative solutions for the power industry. Applicants are expected to have background in one or two of the following fields: Power System, Electric Vehicles, Networking, Optimization.
Interested candidate should send the application (1) A copy of the latest resume, (2) A brief statement telling why you are a good fit for the position and (3) Your availability with proposed starting time, to Dr. Xi Chen xi.chen@geirina.net.
US citizen, green card, or work permit (OPT, CPT) is required.
Link:
www.geirina.net
gem5 software developer
University of California, Davis
The gem5 community is hiring a software engineer to develop and improve gem5's software infrastructure. gem5 is an open source computer architecture simulator extensively used in both academia and industry. The gem5 paper has been cited over 3000 times since 2011 and it's used by ARM, AMD, Google, and many other companies. You'll join our architecture research group at University of California, Davis (https://arch.cs.ucdavis.edu). Davis is a small city with a high quality of life 20 minutes from Sacramento and an hour from the Bay Area.
For more information, feel free to contact me (Jason Lowe-Power) at jason@lowepower.com. I'm also at ISCA until Wednesday. Feel free to find me in the hall!
Postdoc position
SUTD
Algorithmic Game Theory, Learning Theory, Learning in Games, Online Optimization
Link:
None
Cyber Engineer
Raytheon CODEX
We're looking for people who want to break things and have fun doing it. We're looking for developers, hackers, researchers, and engineers with an interest in information security and low level development. We take our work and our fun seriously. We refuse any work that isn’t hard and engaging. We make sure our engineers have the tools they need to do their jobs, and focus on recognizing results. Our research and development projects cover the spectrum of security technologies for Computer Network Operations. If it runs code, somebody in our office has looked at it.
What exactly are we looking for? The ideal candidate exhibits some or all of the following...
Strong coding skills in C/C++
Good working knowledge of how to debug a system (GDB, WinDbg, JTAG, etc.)
Strong operating systems internals knowledge
Experience or interest working with assembly languages (x86, ARM, PPC, MIPS)
Familiar with how the compiler, assembler and linker work to build ELF / PE files
Familiar with virtualization and emulation technologies.
Confidence, but not afraid to be proven wrong
Excited to learn all the things!
Information security continues to be a growth industry and we are constantly looking to find the right candidates who can do this challenging work. If you’re comfortable living in the kernel, developing drivers, or stepping through code without the source, we’d love to hear from you!
Our headquarters is in Indialantic, FLwith additional offices in State College, PA; Annapolis Junction, MD; Ballston, VA; Dulles, VA; San Antonio TX; Austin, TX; Huntsville, AL; and Greenville, SC.
Postdoctoral Positions Available in Parallel Computing and Compilers
MIT CSAIL
The Supertech research group (http://supertech.csail.mit.edu) in the Computer Science and Artificial Intelligence Laboratory (http://www.csail.mit.edu) at the Massachusetts Institute of Technology (http://web.mit.edu), under the direction of Professor Charles E. Leiserson (https://people.csail.mit.edu/cel), seeks to hire postdoctoral associates to assist in establishing and developing the open-source OpenCilk software platform (http://www.opencilk.org), which is based on the Tapir/LLVM compiler (https://doi.org/10.1145/3018743.3018758) and the Cheetah work-stealing runtime system. Recent Ph.D. graduates in computer science and engineering are sought. Candidates should have backgrounds and publication records in one or more of the following areas: parallel computing (particularly multicore); compilers (especially LLVM) and runtime systems; software performance engineering (writing fast code); algorithms and data structures; scientific, graph, and machine-learning libraries; software engineering, testing, and release management; cloud environments and operating systems; productivity tools; user interface design and implementation. Experience with upstreaming modifications to large open-source software projects is a plus. These positions carry no teaching obligations, although teaching opportunities are a possibility for those interested. Candidates should be prepared to manage undergraduate- and Masters-level research. Prospective candidates should email a brief statement of interest to Dr. TB Schardl at neboat@mit.edu. Please attach your CV, two research papers, a list of three references, and a sample of your code.
Postdoc or Phd Assistantship in Security at UNH
University of New Hampshire
Contact for details.
Associate professor/Professor in Algorithms and Complexity
Norwegian University of Science and Technology (NTNU)
We are recruiting in the core area of algorithms and complexity as part of computer science. The focus of this position is on the more theoretical sides of computer science, with an emphasis on complexity and algorithm design, possibly leaning more in one of the two directions than the other. While the connection to theory is central, applied research is certainly welcome.
In any performance-critical system where the size of the problem instance grows beyond the trivial, using the right algorithm becomes crucial—and in many cases, such an algorithm may not be readily available. Both in direct applications and as components of other computer science technologies such as compilers, operating systems, or machine-learning systems, complex problems requiring custom-tailored algorithms are frequently encountered. More fundamentally, maintaining and developing knowledge about this area, including what is currently known about the landscape of complexity classes, is a core responsibility of the field of computer science, and a natural research activity for any department in the area.
Postdoctoral researcher
University of Illinois at Urbana-Champaign
We are looking for a postdoctoral researcher for our broad research program in hardware and software for heterogeneous systems. We seek skills that can contribute to one or more of the following projects:
- Memory systems for heterogeneous systems, including coherence, consistency, and communication interfaces, architecture design, and implementation.
- Architectures and benchmarks for AR/VR.
- Co-designing HPVM intermediate representation [PPOPP'18] extensions with the above memory system architecture and development of the associated compiler and runtime tools.
Link:
Rsim.cs.illinois.edu/heterogeneous
Programmer in Prof. Sarita Adve’s research group
University of Illinois at Urbana-Champaign
We are looking for a programmer to support our broad research program in hardware and software for heterogeneous systems. We seek skills that can contribute to one or more of the following projects:
- Implementation of the Spandex accelerator coherence interface [ISCA'18] with an agile hardware implementation workflow being developed with collaborators, for a heterogeneous chip tapeout for a DARPA project.
- Support for our research infrastructure, including a gem5 based architecture simulator extended to support novel accelerators and memory systems, compilation and runtime system based on HPVM [PPOPP18], and the development and maintenance of our new AR/VR benchmark suite.
Link:
Rsim.cs.illinois.edu/heterogeneous
PhD positions in Denmark within CS
University of Southern Denmark
PhD positions at SDU Center for Energy Informatics within Digital Twin technology
Link:
https://www.sdu.dk/en/service/ledige_stillinger/1043191
