NPU FW Engineer/Architect- Pico - San Jose

5 Months ago • 3 Years + • Research & Development • $194,000 PA - $410,000 PA

Job Summary

Job Description

ByteDance's Pico division seeks an NPU FW Engineer/Architect in San Jose. Responsibilities include mapping ML algorithms to NPU hardware, profiling models for performance and power efficiency, implementing ML operators using low-level instructions, collaborating with the SOC prototype team on new NPU architecture, and exploring advanced ML acceleration technologies. The ideal candidate possesses a MS/PhD in EE/CS, proficiency in C/C++ and Python, and 3+ years of experience in ML framework development or ML acceleration on edge devices. Experience with deep learning algorithms and NPU compiler toolchains is preferred.
Must have:
  • Map ML algorithms to NPU hardware
  • Profile models for performance and efficiency
  • Implement ML operators using low-level instructions
  • Work with SOC prototype team on new NPU architecture
  • Proficient in C/C++ and Python
  • 3+ years experience in ML framework development or acceleration on edge devices
  • MS or above degree in EE, CS or relevant fields
Good to have:
  • Experience with deep learning algorithms
  • Experience designing NPU compiler toolchain
Perks:
  • Medical, dental, and vision insurance
  • 401(k) savings plan with company match
  • Paid parental leave
  • Paid holidays, sick days, and personal time

Job Details

Responsibilities
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. About Team As a world-renowned VR/AR brand with independent innovation and R&D capabilities, Pico has been at the forefront of the consumer electronic market. We have teams in Europe, Japan and South Korea. Now we are looking for experts in image pipeline to join us to build our AR/VR imaging team. Responsibilities: - Map ML algorithms to NPU hardware implementation, model data-flow, and create cost-benefit analysis. - Profile models to analyze performance and power efficiency of edge ML workloads. - Implement ML operators using low-level instructions & compiler instrincs and propose framework optimization. - Work with SOC prototype team to explore new NPU architecture and bring up customized IP. - Explore new ML acceleration technologies and architectures like computing in memory and their application to future products.
Qualifications
Minimum Qualification: - MS or above degree in EE, CS or relevant fields. - Proficient in C/C ++ and Python. - 3+ years of experience in ML framework development or ML acceleration deployment on edge devices. Preferred Qualification: - Experience of deep learning algorithms and techniques - Experience of designing NPU compiler toolchain ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too. ByteDance Inc. is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://shorturl.at/cdpT2
Job Information
【For Pay Transparency】Compensation Description (Annually)

The base salary range for this position in the selected city is $194000 - $410000 annually.

Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.

Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).

The Company reserves the right to modify or change these benefits programs at any time, with or without notice.

For Los Angeles County (unincorporated) Candidates:

Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:

1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;

2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and

3. Exercising sound judgment.

Similar Jobs

Google - Staff Software Engineer, Platforms

Google

Sunnyvale, California, United States (On-Site)
1 Month ago
Tesla - Senior Embedded Software/Firmware Engineer - Power Electronics

Tesla

Baden-Württemberg, Germany (On-Site)
3 Months ago
Google - Software Engineer III, Mobile (iOS), YouTube

Google

Bengaluru, Karnataka, India (On-Site)
1 Month ago
FalconX - Senior Trading Systems Developer (Electronic Trading)

FalconX

Hong Kong (On-Site)
2 Weeks ago
Social Discovery Group - Senior NLP Engineer

Social Discovery Group

(Remote)
1 Month ago
NVIDIA - STA Backend Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
3 Months ago
NVIDIA - Senior GPU Cluster Software Engineer

NVIDIA

Shanghai, Shanghai, China (On-Site)
4 Months ago
Samsung Semiconductor - Senior Engineer, Performance Modeling Architect

Samsung Semiconductor

San Jose, California, United States (Hybrid)
5 Months ago
NVIDIA - Senior Research Engineer for Reinforcement Learning

NVIDIA

Santa Clara, California, United States (On-Site)
4 Months ago
Google - ASIC Power Architect, Silicon

Google

New Taipei, New Taipei City, Taiwan (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Veeam Software - Middle/Senior C# Developer

Veeam Software

Czechia (Remote)
1 Week ago
Interactive Brokers - Java Software Developer (Mid-Senior Level)

Interactive Brokers

Greenwich, Connecticut, United States (Hybrid)
2 Weeks ago
Cadence - Sr Principal Software Engineer

Cadence

Boston, Massachusetts, United States (On-Site)
1 Month ago
Motive - Software Engineer, Backend (AI Infrastructure)

Motive

Pakistan (Remote)
2 Weeks ago
Google - Staff Software Engineer, Mobile (Android)

Google

San Bruno, California, United States (On-Site)
1 Month ago
Proof of Play - Senior Blockchain Infrastructure Engineer

Proof of Play

(Remote)
2 Months ago
Stage - Analytics Engineer

Stage

Noida, Uttar Pradesh, India (On-Site)
1 Week ago
Powerintegration - Sr. Staff IC CAD Engineer

Powerintegration

San Jose, California, United States (On-Site)
1 Month ago
Social Discovery Group - Head/Lead Social Media Manager

Social Discovery Group

Spain (Remote)
7 Months ago
NVIDIA - Senior GPU Architect

NVIDIA

Santa Clara, California, United States (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

Jobs in San Jose, California, United States

bytedance - LLM Software Engineer/Researcher (Applied Machine Learning)- 2024 Start (PhD)

bytedance

Seattle, Washington, United States (On-Site)
7 Months ago
Axon - Manager, Order Management – Domestic

Axon

Sterling, Virginia, United States (On-Site)
2 Weeks ago
Double Negative Visual Effects - Chief Product Officer

Double Negative Visual Effects

Los Angeles, California, United States (On-Site)
1 Month ago
Thousand Eyes - Enterprise Account Executive

Thousand Eyes

Chicago, Illinois, United States (On-Site)
1 Week ago
Scientific Games - Software Development Manager

Scientific Games

Alpharetta, Georgia, United States (On-Site)
3 Months ago
Alten Technology USA - Senior Software Engineer (Full-Stack)

Alten Technology USA

Lafayette, Colorado, United States (Hybrid)
2 Weeks ago
WebTech Corporation - Environmental, Health & Safety Site Leader

WebTech Corporation

Duncan, South Carolina, United States (On-Site)
3 Weeks ago
onwards Search - Guest Services Specialist

onwards Search

San Francisco, California, United States (On-Site)
6 Days ago
Tempo games - Sr. 2D Artist

Tempo games

United States (Remote)
6 Months ago
CRB workforce  - Senior NOC Technician

CRB workforce

Boston, Massachusetts, United States (On-Site)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Google - Digital Design Engineer, RTL

Google

Bengaluru, Karnataka, India (On-Site)
1 Month ago
NVIDIA - Principal Software Program Manager

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago
Vigaet - Internship - Mechanical Engineer

Vigaet

(On-Site)
7 Months ago
NVIDIA - System Software Architect, Programmable Vision Accelerator

NVIDIA

Hyderabad, Telangana, India (On-Site)
3 Months ago
bytedance - Software Engineer, Architecture and Infrastructure

bytedance

San Jose, California, United States (On-Site)
7 Months ago
bytedance - Large Language Model Research Scientist Graduate (Doubao-Seed) - 2024 Start (PhD)

bytedance

San Jose, California, United States (On-Site)
7 Months ago
Google - ML Accelerator Architect and Performance Engineer, Silicon

Google

New Taipei, New Taipei City, Taiwan (On-Site)
1 Month ago
Tesla - Lead Power Electronic/Electrical Design Engineer

Tesla

Brandenburg, Germany (On-Site)
3 Months ago
Tencent - Senior Regional Game Operation Manager

Tencent

London, England, United Kingdom (On-Site)
3 Months ago
Google - Embedded Senior Software Engineer, Pixel Power Software

Google

Warsaw, Masovian Voivodeship, Poland (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

San Jose, California, United States (On-Site)

Tokyo, Japan (On-Site)

Taguig, Metro Manila, Philippines (On-Site)

San Jose, California, United States (On-Site)

Ho Chi Minh City, Vietnam (On-Site)

View All Jobs

Get notified when new jobs are added by bytedance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug