Advanced engineer – embedded machine learning Jobs – 145 Open Jobs Today

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Senior Engineer

Qualcomm -
Bengaluru, Karnataka

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Job details

2 days ago

Qualifications

TensorFlow
Torch
Doctoral degree
Computer Science
Software Engineering
PyTorch
Engineering
Firmware
Git
Test-driven development
Information Systems
M.Eng
Java
Master's degree
OS Kernels
C++
SoC
C
Bachelor's degree
Machine learning
Embedded software
Systems engineering
Computer networking
Linux
Communication skills
Python
4G/LTE

Full job description

Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:

Job Overview:

Qualcomm is a company of inventors that unlocked 5G - ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in. We are investing in several supporting technologies including 4G, 5G, Edge Computing, and Deep Learning.

The Qualcomm AI team is developing hardware and software for Machine Learning solutions spanning the data center, edge, infrastructure, automotive markets and beyond. We are seeking ambitious, bright and innovative engineers with experience in Machine learning frameworks, compiler technology, vectorization and optimization, and machine learning toolchains.

Job activities span the whole product life cycle from early design to commercial deployment. The environment is fast-paced and requires cross-functional interaction on a daily basis so good communication, planning and execution skills are a must.

We are looking to staff engineers at multiple levels in systems & software, integration and test. Details of one of the roles we are looking to staff are listed below.

Responsibilities:

Research, design, develop, enhance, and implement the different components of machine learning framework, compilers based on performance and code-size needs of the customer workloads and benchmarks.
Analyze software requirements, determine the feasibility of design within the given constraints, consult with architecture and HW engineers, and implement software solutions best suited for Qualcomm's SOCs.
Analyze and identify system level integration issues, interface with the software development, integration and test teams.

Minimum Qualifications

Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
8+ years Systems Engineering or related work experience.

Preferred Qualifications

Has internal working knowledge of Machine learning frameworks like Pytorch, Tensorflow.

Has experience in model level optimization using techniques like torch compile.

LLVM or any industrial strength compiler development experience is a plus.

Experience in MLIR is a plus.
Knowledge of the structure and function of the compiler internals.
Hands on experience writing SIMD and/or multi-threaded high-performance code is a plus.
Hands-on experience implementing DSP Kernels a plus

Experience in Programming in memory is a plus.
Hands-on Experience in C/C++, Python development (5+ years)
Hands-on Experience with Object Orientated Design, TDD development solutions such as GoogleTest etc. (4+ years)
Experience with Source Code and Configuration management tools, git knowledge is required
Willingness to work in a cohesive software development environment with ability to work on low level implementation (code & test) and interfacing with hardware and simulators
Experience in neural network architectures + ML compiler workload synthesis, a plus
Prior working experience of hardware accelerators and hardware software co-design
Experience in using C++ 14/17 (advanced features)
Experience at both the firmware (RTOS) and system level (Linux) in SOC
Experience of profiling software and optimization techniques
Passion to drive to develop leading-edge "deep learning" framework and algorithms working on mobile and embedded platforms.

Minimum Qualifications:

Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.

OR
Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.

2+ years of academic or work experience with Programming Language such as C, C++, Java, Python, etc.

Applicants : Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail [email protected] or call Qualcomm's toll-free number found here . Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

To all Staffing and Recruiting Agencies : Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.

If you would like more information about this role, please contact Qualcomm Careers .

Apply Now

Refine Your Search

advanced engineer – embedded machine learning jobs

Senior Engineer

Automotive Audio Systems Engineer

Power and Performance Engineer

Embedded Software Engineer | 5+ years | C ,C++ , Python

Senior ML Compiler Engineer

Deputy Manager- System Simulation

Senior Data Scientist — Manufacturing & Process AI

Lead Engineer, Senior

Building Simulation Engineer

Lead GPU Kernel Optimization Engineer

Sr. Data Scientist 4B

Server Performance Analysis Engineer

Lead Engineer I - Flight Control Systems

Layout Design, Staff Engineer

loT Developer

Computational Chemometrics Researcher

Senior Computer Vision Engineer

Senior Engineer AWS Connect

Electronics CAD Engineer

Sr. Engineer I - Flight Control Systems (HAPS)

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