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AI Software Engineer
NXP Semiconductors
Hyderabad, IND
Full-time
Mid-Senior
Onsite
Discovered 1 weeks ago
PythonC/C++AI workload scripting and optimizationAI acceleratorsLLM frameworks and inference serversMachine learning and deep learning models
Free
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PythonC/C++AI workload scripting and optimization
Role Overview
Work with technical marketing, product, and customer support teams to understand benchmark data requirements.
Explore benchmarking methods and tools for vision, LLM, and VLM models to evaluate Kinara products.
Write and optimize scripts for deep learning model deployment and benchmarking.
Prepare benchmarking and analysis reports for engineering and marketing stakeholders.
Key Skills for This Role
PythonC/C++AI workload scripting and optimizationAI acceleratorsLLM frameworks and inference serversMachine learning and deep learning models
Full Job Posting
Role Summary
Work with technical marketing, product, and customer support teams to understand benchmark data requirements.
Explore benchmarking methods and tools for vision, LLM, and VLM models to evaluate Kinara products.
Write and optimize scripts for deep learning model deployment and benchmarking.
Prepare benchmarking and analysis reports for engineering and marketing stakeholders.
Technical Responsibilities
- Measure and report latency, throughput, accuracy, and power consumption of AI workloads.
- Use MLPerf and MLFlow benchmarking suites for computer vision models.
- Apply LLM benchmarks such as MMLU, HumanEval, GSM8K, ARC Challenge, and GPQA.
- Use Linux environments, CI/CD tools, GitHub, and automation frameworks in relevant workflows.
Qualifications
- Bachelor of Technology in ECE, Computer Science, Machine Learning, or a related field, with at least 4 years of experience.
- Experience developing AI workload flows in C++ and Python.
- Experience evaluating the performance of hardware and software systems.
- Exposure to neural networks, AI/ML/DL models, training, and frameworks such as TensorFlow, Caffe, and PyTorch.
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