LPAI ML SW Senior Engineer
Qualcomm · Hyderabad · onsite · Posted 58d ago
Undisclosed2–7 yrsfulltimeSourced from
About a minute. You'll make an account on the way through.
About this role
Job Summary
Qualcomm is a company of inventors that unlocked AI on Edge - 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.
Qualcomm is the world's leading developer of next generation wireless and multimedia technology. Immediate opportunities exist in Qualcomm's Multimedia AI Software Group to work in the area of Low Power ML Accelerator Software framework, developing embedded software for next generation low power NPU. You will be part of the Qualcomm AI Software team and develop low power AI accelerator runtime software for Qualcomm Snapdragon platforms.
Responsibilities - The candidate will be expected to work with a team of engineers to design, implement and integrate ML framework for Qualcomm's Low power ML accelerator.
- Design, implement, integrate, and test kernels for ML operators for HW accelerator.
- Create test framework for validating end-end ML Software and ML Model performance
- Work closely with other RD and Systems team for ML model optimizations and system integration, use case testing and commercialization support
- Strong programming skills in C/C++, Python
- Expertise in developing and debugging software on embedded platforms
- Knowledge of ML operators such as Transformers, LSTM, GRUs..
- Knowledge of software design patterns and multi-threaded programming, Eg POSIX or PTHREADS
- Knowledge of computer architecture, operating systems, data structures, and basic algorithms
- knowledge of fixed point coding
- Knowledge of any ML frameworks pytorch, tensorflow, ONNX..
- Knowledge of Model quantization and compression techiques is a plus
- Working on ML inference optimizations is a plus
- Experience working on any AI HW accelerator (NPU) is a plus
- Proven ability to work in a dynamic, multi-tasked environment
- Quick learner, self-motivated, able to work independently and a Team player.
- Aspiration for excellence.
- Working in cross disciplinary, geographically-dispersed teams
- Bachelor's/Masters/PhD degree in Engineering, Electronics and communication, Computer Science or related filed.
Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience. OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Systems Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field.
Sourced from naukri
Skills
Compressioncomputer architectureProgrammingEmbedded SoftwaremultimediaOnnxlstmEmbedded SystemsDebugging SoftwareData StructuresPytorchdebuggingPOSIXMultimedia TechnologyPythonOperating SystemsAlgorithmsArchitectureArtificial IntelligenceMachine Learning
About Qualcomm
Qualcomm
Semiconductors
22k+
employees
1996
30 years old
San Diego,California
United States
About
Qualcomm invents breakthrough technologies that transform how the world connects, computes and communicates.
Industries
SemiconductorsHardware & Networking
Employee ratings
1,207 reviews
3.7/ 5
Culture
3.4
Career growth
3.2
Work-life
3.3
Employees rate it well for
Work Life Balance267Salary160Work Culture155Learning100Senior Management91
Find them on