ALGORITHMS DEVELOPER - AI WORKLOADS
San Jose, California, United States
Nov 06, 2019Post Date
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CTG has a need for an experienced algorithms developer with expertise in deep learning and low precision methods. This developer will assist in the design, development, and application of a digital neuromorphic accelerator chip. The selected candidate will work directly with other designers and system architects under the supervision of the team lead.
For consideration email@example.com best phone # and availability for a phone screening.
Develop novel algorithms for low precision deep learning
Implement novel algorithms in PyTorch
Extend and modify PyTorch functions
Extend and modify PyTorch/ONNX export system
Create reference applications from a custom PyTorch library
Optimize neural networks for custom hardware
Required Skills / Experience-Candidate should possess and be able to demonstrate:
Expertise with PyTorch, Python
Understanding of low precision deep networks
And further demonstrate expertise with at least one of:
Developing novel algorithms for deep learning, as reflected by a relevant publication history, in one or more of the following domains: low precision networks, classification, detection, segmentation, instance segmentation, speech recognition.
Applying deep networks to solve real world problems in one or more domains including classification, detection, segmentation, instance segmentation, or speech recognition
Optimizing neural networks for GPU or custom hardware
Beneficial Skills / Experience:
Developing algorithms for deep networks with reduced precision
ONXX, TVM, TensorFlow, C++
Mapping neural networks to custom hardware
Large scale software development projects
Docker, Jenkins, Object Oriented Design and Agile methodology
Software maintenance and source control (Subversion, Git), bug tracking (Jira, Bugzilla), and collaboration (Confluence, MoinMoin)
The candidate must ensure compliance with Export regulations.
CANDIDATE MUST BE EITHER A U.S. CITIZEN OR PERMANENT RESIDENT ALIEN
CTG (NASDAQ: CTG) provides industry-specific IT services and solutions that address the business needs and challenges of clients in high-growth industries in North America and Western Europe. CTG also provides strategic staffing services for major technology companies and large corporations. Backed by more than 50 years of experience and proprietary methodologies, CTG has a proven track record of reliably delivering high-value, industry-specific staffing services and solutions to its clients. CTG has operations in North America, Western Europe, and India.
CTG's greatest asset is its people, and as such, we are committed to providing employees programs and processes to support their performance, hone their skills, and advance in their careers. This commitment is reflected by CTG being named a Best Places to Work in Healthcare company by Modern Healthcare (2013-2016) in North America, and a Best Workplace in the United Kingdom (2013), Belgium (since 2007), and Luxembourg (since 2011).
CTG will consider for employment all qualified applicants including those with criminal histories in a manner consistent with the requirements of all applicable local, state, and federal laws.
Job Function: Electrical Engineering
Education Level: Bachelor's Degree (16 years)
Work Remote: No