AI Software Engineer
Overview
Skills named in this posting
- C++
- Python
- Device drivers
- PyTorch / TensorFlow
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.
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Original posting: nxp.wd3.myworkdayjobs.com
RISC-V ecosystem
NXP Semiconductors Netherlands B.V. in the RISC-V ecosystem
RISC-V International: Strategic
NXP Semiconductors NV is American Dutch semiconductor manufacturer with dual headquarters in Eindhoven, Netherlands and Austin, Texas.
- NXP is putting RISC-V cores into its mainstream products: a Linux-capable RISC-V core was reported to debut on an NXP i.MX SoC
- Broad MCU/applications-processor vendor tracked in RISC-V market analyses alongside other incumbents
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