AI Software Engineer

NXP Semiconductors; Hyderabad; Vor Ort; INR 1.500.000 - 2.500.000; Vollzeit

Zusammenfassung

NXP Semiconductors in India is seeking an AI benchmarking specialist to understand benchmark data requirements and optimize scripts for deep learning model deployment and benchmarking. You will prepare detailed benchmarking reports for engineering and marketing stakeholders.

The role requires proficiency in Python and C/C++, familiarity with ML accelerators and inference servers, and experience with MLPerf/MLFlow bench marks for CV models.

Qualifikationen

• BTech in ECE/CS with 4+ years of experience in ML.
• Experience with TensorFlow, Caffe, PyTorch; neural networks.
• Experience developing AI workloads in C++ and Python; hardware/software performance evaluation.

Aufgaben

• Proficiency in Python for AI workload scripting/optimization.
• Familiarity with AI accelerators, LLM frameworks, and inference servers.
• Measuring and reporting latency, throughput, accuracy, and power consumption of AI workloads.
• Familiarity with MLPerf and MLFlow benchmarking suites for computer vision models.
• Familiarity with LLM benchmarking methods like MMLU, HumanEval, GSM8K, ARC Challenge, GPQA.

Kenntnisse

Python

C/C++

Linux

ML frameworks

Ausbildung

B.Tech (ECE/CS)

Tools

GitHub

CI/CD

TensorFlow

PyTorch

Caffe

Jobbeschreibung

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-29f4 NXP Semiconductors N.V. (NASDAQ: NXPI) enables a smarter, safer, and more sustainable world through innovation. As the world leader in secure connectivity solutions for embedded applications, NXP is pushing boundaries in the automotive, industrial & IoT, mobile, and communication infrastructure markets. For more information, visit www.nxp.com Bright Minds. Bright Futures. We believe that a key component to growing our business is to develop our people. To enable you to grow your career at NXP, we offer online and offline learning opportunities to help you develop some of your core and professional skills.

Commitment At NXP

We recognize NXP is a powerful change agent as we continue to deliver innovative solutions that advance a more sustainable future. We remain steadfast in our commitment to sustainability and making measurable year-on-year progress. Also, we aim to create an inclusive work environment and we will not tolerate racism, discrimination or harassment of any kind. We have programs in place focused on diversity, inclusion and equality.

Thank you for considering a career at NXP.