Role Summary:
- Work closely with technical marketing, product, and customer support teams in understanding the benchmark data requirements. Explore various bench marking methods , tools used in vision,LLM/VLM models and adopt the same to evaluate Kinara products
- Writing and optimizing scripts for deep learning model deployment and benchmarking. Preparing detailed benchmarking and analysis reports for engineering and marketing stakeholders.
Job Responsibility:
- Proficiency in Python (for AI workload scripting/optimization), C or C++ (for low-level performance work).
- Familiarity with AI accelerators, LLM frameworks, and inference servers.
- Measuring and reporting on latency, throughput, accuracy, and power consumption of AI workloads.
- Familiarity with MLPerf and MLFlow bench marking suites for computer vision models
- Familiarity with various LLM bench mark methods like MMLU, HumanEval, GSM8K, ARC Challenge, GPQA..etc
- Working knowledge of Linux environments and device driver internals is often preferred.
- Familiarity with CI/CD tools, version control (GitHub), and automation frameworks.
Job Qualification:
- BTech in ECE/CS 4+ years of experience, Machine Learning, or a related field.
- Exposure to Neural Networks, AI/ML/DL models, training, and frameworks like TensorFlow, Caffe, and PyTorch.
- Experience in developing AI workload flows in C++ and Python
- Experience in performance evaluation of hardware and software systems.
More information about NXP in India...
#LI-29f4Skills Required
- Proficiency in Python for AI workload scripting and optimization
- Experience with C or C++ for low-level performance work
- Familiarity with AI accelerators, LLM frameworks, and inference servers
- Measuring and reporting latency, throughput, accuracy, and power consumption
- Familiarity with MLPerf and MLFlow benchmarking suites
- Familiarity with LLM benchmark methods (MMLU, HumanEval, GSM8K, ARC Challenge, GPQA)
- Working knowledge of Linux environments
- Working knowledge of device driver internals
- Familiarity with CI/CD tools, GitHub, and automation frameworks
- BTech in ECE/CS or related field with 4+ years of experience
- Exposure to neural networks and ML/DL frameworks (TensorFlow, Caffe, PyTorch)
- Experience developing AI workload flows in C++ and Python
- Experience in performance evaluation of hardware and software systems
What We Do
NXP Semiconductors N.V. (NASDAQ: NXPI) enables a smarter, safer and more sustainable world through innovation. As a world leader in secure connectivity solutions for embedded applications, NXP is pushing boundaries in the automotive, industrial & IoT, mobile, and communication infrastructure markets. Built on more than 60 years of combined experience and expertise, the company has approximately 34,500 employees in more than 30 countries and posted revenue of $13.21 billion in 2022. Find out more at www.nxp.com. Privacy Policy: https://www.nxp.com/company/about-nxp/privacy-policy-for-social-media-pages:PRIVACY-POLICY-SOCIAL-MEDIA
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