Deep Learning Hardware Engineer

2 Months ago • 5-10 Years • Research Development • $211,820 PA - $299,040 PA

Job Summary

Job Description

As a Deep Learning Hardware Engineer, you will be responsible for designing and architecting AI/DL inference solutions on Intel NPU. This includes identifying, evaluating, and developing RTL prototypes to improve performance. You will collaborate with various teams on hardware-software co-design, and influence research in Artificial and Deep Learning. This also involves patenting innovative ideas. This role requires strong problem-solving, communication, and teamwork skills, as well as the ability to adapt to a dynamic environment. The role will involve driving NPU architecture, hardware design, analysis, and optimization activities.
Must have:
  • Digital Logic Design / RTL Design experience using System Verilog/Verilog
  • 3+ years of experience in HW Architecture
  • 2+ years of experience in the AI/DL domain
Good to have:
  • Experience in AI model architectures, layer types, ops, and activation functions.
  • Experience with AI framework, AI models, and basic neural computing operations.
  • Experience with various techniques to optimize models for compute/perf (quantization, compression, sparsity, pruning, low precision).
  • Experience in computer architecture concepts such as pipelining, caching, parallel computing with SIMD/VLIW, multi-core/multi-threading, data precision, memory hierarchy.
  • Experience with data precision, floating point vs. fixed point computing trade-offs.
  • Hands-on experience working with Git (PR/MR workflows with GitHub or any Gitlab repos).
  • Hands-on work experience of working with modern DL topologies (CNNs, Transformers, LLM, SSM, etc).
  • Experience in mapping between Neural Networks architectures and hardware accelerated inference.
Perks:
  • Competitive pay, stock, bonuses
  • Health, retirement, and vacation benefits

Job Details

Job Details:

Job Description: 

Come and join us. Intel is seeking highly qualified candidates to join the Client Graphic and AI group, which is part of Client Computing Group (CCG) as a Deep Learning Hardware Engineer. The Intel NPU IP team is looking for a Deep Learning HW Architect and Designer to drive NPU architecture, HW design, analysis, and optimizations activities. You will function as a technical leader on the Advanced Architecture team, and you will impact and influence the Artificial Intelligence product roadmap and development based on profound comprehension of Artificial Intelligence and Deep Learning algorithms, Deep Learning customer requirements, and Deep Learning software frameworks. Your contribution will immediately impact current and future products on Intel's Client AI product map.

As a Hardware Deep Learning Engineer, you will be responsible for, but not limited to:

1) Design Space Architectural Exploration for AI/DL Inference on Intel NPU

2) Identify, evaluate, and develop RTL prototypes of key architectural features that improve the PPA of the NPU IP.

3) Support cross divisional collaboration between NPU teams on modeling, validation, hardware-software co-design, and backend activities to develop and deliver innovative hardware architectures for the next generation neural compute IP.

4) Collaborate with the Workload and Algorithm teams to analyze next generation requirements and opportunities, influence and guide research and academic collaboration in the space of Artificial and Deep Learning.

5) Patent and publish key innovative ideas (An important aspect of the work and necessary for protecting our Intel's IP).

In addition to the qualifications listed below the ideal candidate will also have:

1) Problem-solving skills.

2) Excellent verbal and written communication skills.

3) A team player and flexible to adapt to a dynamic work environment with rapidly changing priorities.

4) Self-motivated and proactive with independent thinking mindset as an architect.

Qualifications:

Minimum Qualifications:

Bachelor's degree in Computer Science, Electrical Engineering, or related field with 10+ years of experience or Master's degree in Computer science, Electrical Engineering with 7+ years of experience or a PhD degree in Computer science, Electrical Engineering with 5+ years of experience. The industry experience must be in Digital Logic Design / RTL Design using System Verilog and/or Verilog.

Additionally:

3+ years of experience in HW Architecture

2+ years of experience working in the AI/DL domain.

Preferred Qualifications:

1) Experience in AI model architectures, layer types, ops, activation functions.

2) Experience with AI framework, AI models, and basic neural computing operations.

3) Experience with various techniques to optimize models for compute/perf (quantization, compression, sparsity, pruning, low precision).

4) Experience in computer architecture concepts such as pipelining, caching, parallel computing with SIMD/VLIW, multi-core/multi-threading, data precision, memory hierarchy.

5) Experience with data precision, floating point vs. fixed point computing trade-offs.

6) Hands-on experience working with Git (PR/MR workflows with GitHub or any Gitlab repos).

7) Any hands-on work experience of working with few of the modern DL topologies (CNNs, Transformers, LLM, SSM, etc).

8) Experience in mapping between Neural Networks architectures and hardware accelerated inference.

          

Job Type:

Experienced Hire

Shift:

Shift 1 (United States of America)

Primary Location: 

US, California, Santa Clara

Additional Locations:

US, Arizona, Phoenix, US, California, Folsom, US, Oregon, Hillsboro

Business group:

The Client Computing Group (CCG) is responsible for driving business strategy and product development for Intel's PC products and platforms, spanning form factors such as notebooks, desktops, 2 in 1s, all in ones. Working with our partners across the industry, we intend to deliver purposeful computing experiences that unlock people's potential - allowing each person use our products to focus, create and connect in ways that matter most to them. As the largest business unit at Intel, CCG is investing more heavily in the PC, ramping its capabilities even more aggressively, and designing the PC experience even more deliberately, including delivering a predictable cadence of leadership products. As a result, we are able to fuel innovation across Intel, providing an important source of IP and scale, as well as help the company deliver on its purpose of enriching the lives of every person on earth.

Posting Statement:

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Position of Trust

N/A

Benefits:

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation.  Find more information about all of our Amazing Benefits here:

https://intel.wd1.myworkdayjobs.com/External/page/1025c144664a100150b4b1665c750003

Annual Salary Range for jobs which could be performed in the US:

$211,820.00-$299,040.00

Salary range dependent on a number of factors including location and experience.

Work Model for this Role

This role will require an on-site presence. * Job posting details (such as work model, location or time type) are subject to change.

Similar Jobs

pixel owl  - Project Manager

pixel owl

Buenos Aires, Buenos Aires, Argentina (On-Site)
2 Months ago
Univision - Multimedia Journalist

Univision

Raleigh, North Carolina, United States (On-Site)
1 Year ago
Haleon - Regional Manufacturing Equipment Manager

Haleon

Lincoln, Nebraska, United States (On-Site)
1 Year ago
WRI - Program Manager, Climate, Economics & Finance Program

WRI

Guwahati, Assam, India (On-Site)
3 Weeks ago
Globalization Partners - Senior Engineering Manager Data Engineering

Globalization Partners

India (Remote)
3 Weeks ago
Capgemini - Kore.Ai Developer/Consultant/Lead/Architect

Capgemini

India (On-Site)
1 Month ago
Capgemini - Machine Learning Engineer

Capgemini

Hyderabad, Telangana, India (On-Site)
2 Months ago
Eqvilent - Quantitative Researcher

Eqvilent

(Remote)
5 Months ago
Ubisoft - ML OPS Senior _ Groupe Technologique Création de contenu

Ubisoft

Montreal, Quebec, Canada (On-Site)
6 Months ago
IMC - Machine Learning Engineer

IMC

Chicago, Illinois, United States (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

supercell - Game Designer, Clash Royale

supercell

Shanghai, Shanghai, China (On-Site)
9 Months ago
Canonical - Golang Engineer

Canonical

(Remote)
2 Months ago
Socialpoint - Lead Marketing Artist

Socialpoint

Barcelona, Catalonia, Spain (Hybrid)
2 Months ago
Saama - Technical Project Manager

Saama

Chennai, Tamil Nadu, India (On-Site)
1 Month ago
Tesla - Customer Experience Specialist, Vehicle Handover

Tesla

Birmingham, England, United Kingdom (On-Site)
5 Months ago
Illumina - Director - General Manager, Canada

Illumina

Canada (Remote)
2 Months ago
HCL Tech - Senior Test Lead - embedded c, c++

HCL Tech

New Jersey, United States (On-Site)
2 Months ago
Virtusa - Automation SDET

Virtusa

Karnataka, India (On-Site)
12 Months ago
Shield AI - Lead Survivability Engineer (Dallas) (R3524)

Shield AI

Dallas, Texas, United States (On-Site)
3 Days ago
Sonat Game Studio - Business Development/Partnership

Sonat Game Studio

Hanoi, Vietnam (On-Site)
5 Days ago

Get notifed when new similar jobs are uploaded

Jobs in Santa Clara, California, United States

HCL Tech - Senior Business Analyst with HL7

HCL Tech

North Carolina, United States (On-Site)
2 Months ago
bytedance - Tech Lead Manager, Infrastructure Platform

bytedance

San Jose, California, United States (On-Site)
4 Months ago
Simcorp - Senior Principal Solutions Engineer, Front Office

Simcorp

New York, United States (Hybrid)
1 Month ago
Lionsgate - Assistant, Television

Lionsgate

Santa Monica, California, United States (On-Site)
4 Days ago
Bright Edge - Sales Enablement Manager I

Bright Edge

Cleveland, Ohio, United States (On-Site)
2 Weeks ago
Greenworks Sunrise Global Marketing - Senior Product Manager, Accessories

Greenworks Sunrise Global Marketing

Mooresville, North Carolina, United States (On-Site)
2 Months ago
GoMotive - Product Specialist, Motive Card

GoMotive

United States (Remote)
3 Weeks ago
Zuora - Strategic Account Executive, Expand

Zuora

United States (Remote)
2 Months ago
Gigamon - Business Development Representative

Gigamon

Dallas, Texas, United States (Hybrid)
3 Weeks ago
Coherent corp. - R&D Technician - Crystals & Lasers

Coherent corp.

Mount Olive, New Jersey, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Research Development Jobs

BioFire - Disease State Scientist

BioFire

Durham, North Carolina, United States (On-Site)
1 Month ago
Luma - AI Evaluation Manager

Luma

Palo Alto, California, United States (Hybrid)
1 Week ago
Illumina - Finance Manager, R&D

Illumina

San Diego, California, United States (Hybrid)
3 Weeks ago
Canva - AI Research Lead - Generative AI

Canva

Auckland, Auckland, New Zealand (Remote)
3 Weeks ago
Devoteam - Ride the AI wave as an experienced ServiceNow consultant

Devoteam

Copenhagen, Denmark (Hybrid)
4 Months ago
extreme network - Senior AI/ML Engineer – Generative AI & Autonomous Agents

extreme network

Toronto, Ontario, Canada (Hybrid)
3 Months ago
Qualcomm - GPU Research Engineer

Qualcomm

Santa Clara, California, United States (On-Site)
2 Months ago
Ansys - Senior R&D Engineer

Ansys

Waterloo, Ontario, Canada (Remote)
1 Week ago
Prophecy - AI Research Engineer (Sr/Staff)

Prophecy

San Francisco, California, United States (Hybrid)
2 Months ago
Raceward worlds  - AI Programmer

Raceward worlds

Milan, Lombardy, Italy (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Visit our Careers at Intel site and discover how it is to work here. Search jobs, get to know employees and learn more about benefits at Intel:

Bengaluru, Karnataka, India (On-Site)

Leixlip, County Kildare, Ireland (Remote)

Phoenix, Arizona, United States (On-Site)

United States (Remote)

Hillsboro, Oregon, United States (On-Site)

Phoenix, Arizona, United States (On-Site)

Penang, Malaysia (On-Site)

View All Jobs

Get notified when new jobs are added by Intel

Level Up Your Career in Game Development!

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

Job Common Plug