Job Description
Job Description
Senior Neural Network Kernel Software Development Engineer
Our client is making substantial investments in software to enhance the seamless deployment of neural networks on their hardware, streamlining the experience for researchers and developers.
The focus involves the optimization of various common neural networks for optimal performance on architectures, facilitated by the software optimization tool flow.
We are seeking software developers who are driven and naturally curious. The chosen candidate will contribute within agile teams, working closely with senior software engineers for mentorship.
This role presents an opportunity to tackle novel challenges using cutting-edge technologies, as they build innovative systems from scratch.
As a key team member, you will specialize in constructing efficient implementations of practical neural net kernels tailored to their distinctive hardware architecture.
Additionally, you will implement diverse computing algorithms, maximizing computation and communication throughput. This role involves developing a profound understanding of the architecture's intricacies, working collaboratively with the architects and compiler engineers.
Responsibilities :
- Experience writing kernels to accelerate Neural Network execution on custom hardware accelerators (not on CPU's)
- Design, prototype, and execute low-level, adaptable C++ programs (kernels) for various neural net operations.
- Define, document, and communicate configuration APIs for these kernels to the compiler team.
- Share performance optimization concepts with both compiler engineers and architects working on future product generations.
- Develop comprehensive computation strategies spanning kernels for multichannel and multi-chip neural net implementations.
Requirements :
- Degree in Computer Science, Engineering, Math, Physics, or related field (preferably MS or PhD).
- Profound knowledge of modern C++, with a focus on code generation and low-level compute optimizations.
- Familiarity with fundamental Neural Network operator algorithms - Convolutions, Transformers, RNNs.
- Demonstrated capability to independently navigate challenging, well-defined problems.
- Aptitude and interest in both high-level conceptual understanding and intricate technical details.
- Enthusiasm for problem-solving within highly structured and restricted environments.
Preferred Skills and Experience :
- Proficiency in Python.
- Experience with other AI accelerator programming.
- Strong mathematical aptitude.
- Enjoyment of solving complex problems.
Our client offers :
- Comprehensive health and extended health benefits.
- Competitive Salary
- Unlimited sick leave.
- Stock options.
- Contribution to revolutionizing chip and software technologies with global impact.
Senior Software Development Engineer, SDN-Traffic Intelligence & Control - Seattle
ByteDance Networking brings together innovative ideas and technologies from network architecture, software defined networking (SDN), network virtualization, switch software and hardware co-design, and high-speed networking, to create hyperscale data-center networking solutions that power several of ...
Senior Network Security Engineer
A company is looking for a Senior Network Security Engineer for Zscaler Security Service Edge Operations. ...
Senior Backend Software Engineer, TikTok Privacy Infrastructure
As a senior software engineer , your responsibilities are:. Bachelor's degree or above, 5+ years of software engineering experience. Facing challenges of the global multi-data center with thousands of microservices, multiple storage (MySQL/Redis/Kafka/Hive), tech stacks, and a large scale R&D te...
Senior Software Engineer Vendor Risk Management
A company is looking for a Senior Software Engineer in Vendor Risk Management. Key Responsibilities:Lead complex projects to enable business and team scalingSupport design reviews and communicate constraints for trade-offsDevelop and launch greenfield products and drive operational initiativesRequir...
Senior Frontend Software Engineer, Content E-commerce
We are looking for passionate and talented people to join our Global e-commerce Engineering team, to build an e-commerce ecosystem that is innovative, secure and intuitive for our users. ...
Senior Software Engineer, AWS Lake Formation
Senior Software Engineer, AWS Lake Formation. We are looking for software engineers to join our growing team!. As a Software Engineer in Lake formation you will:. As you design and code solutions to help our team drive efficiencies in software architecture, you’ll create metrics, implement automatio...
Senior Software Security Engineer - Product
The Product Security engineering team focuses on protecting Cash App’s customer data throughout the product engineering’s technology stacks. We are a hands-on, engineering-driven security team, which aligns security engineers toward product teams, across the entire Cash App organization. As a Produc...
Hibernate Senior Software Engineer
Option 1: Bachelor's degree in computer science, computer engineering, computer information systems, software engineering, or related area and 3 years' experience in software engineering or related area. Master's degree in Computer Science, Computer Engineering, Computer Information Systems, Softwar...
Senior Software Development Engineer, AWS Direct Connect
You’ll join a diverse team of software, hardware, and network engineers, supply chain specialists, security experts, operations managers, and other vital roles. We are looking for exceptional Software Development Engineers to join us at our Seattle, WA location to build the next generation of the AW...
Senior Windows Client Engineer, Region Services Operations (RSO) - VECTOR Team
Region Services Corporate Infrastructure (RSCI) is looking for an experienced Senior Windows Client Systems Engineer with a deep knowledge of Windows desktop services, including virtual desktops and infrastructure. Do you love decomposing problems to develop products that impact millions of people a...