• Machine Learning Performance Engineer Jobs in Bangalore,India - 25696170

  • Qualcomm Inc
  • Save Job
  • 2 - 5 Years
  • Posted : above 1 month

Job Description:

Company Qualcomm Technologies, Inc

Job Area Engineering - Software

Location India - Bangalore

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 Qualcomm is utilizing its traditional strengths in digital wireless technologies to play a central role in the evolution of automotive infotainment and autonomous driving We are investing in several supporting technologies including 4G, 5G, ADAS, and Deep Learning
The Qualcomm CR&D team is developing hardware and software solutions for the Qualcomm ADAS system We are seeking ambitious, bright and innovative engineers with experience in software system design, autonomy, device functional safety concepts and implementations
Job activities span the whole product life cycle from early R&D 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

Minimum Qualifications Bachelors degree in Engineering, Information Systems, Computer Science, or related field

2 years Software Engineering or related work experience

2 years experience with Programming Language such as C, C , Java, Python, etc

Preferred Qualifications Experience executing, analyzing, and optimizing neural networks in TensorFlow, Caffe2, PyTorch or similar frameworks
Background and understanding of neural network operators and mathematical operations linear algebra, math libraries, desirable
Experience with industry standard and emerging ML benchmark suites such as MLPerf desirable
Experience / understanding of machine learning execution engines such as Glow, ONNX Runtime, or similar a plus
Experience with machine learning accelerators and related software a plus
Strong skills in analyzing performance of software/hardware solutions on multi-core architectures; understanding of multi-core architecture fundamentals (core, cache, memory, bus, PCIe, etc)
Target specific code generation and optimization using LLVM or GCC compiler
Performance analysis, tuning, and debug using Linux-based profiling tools perf events, hot-spots, call stacks, Ftrace
Use of simulators, emulators, JTAG and serial debuggers, a plus
Strong development skills in C and Python
Excellent communication skills (written and verbal) and team player
Exposure on Automotive product development is a plus

Education Requirements Required Bachelors, Computer Engineering and/or Computer Science and/or Electrical Engineering
Preferred Masters, Computer Engineering and/or Computer Science and/or Electrical Engineering

Keywords

Profile Summary:

Employment Type : Full Time
Eligibility : Any Graduate
Industry : IT-Hardware/Networking, Telecom
Functional Area : IT Software : Software Products & Services
Role : Software Engineer
Salary : As per Industry Standards
Deadline : 19th Jul 2020

Key Skills:

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