# Senior Data Scientist - Security and Networking Research

**Company**: NVIDIA
**Location**: Tel Aviv
**Work arrangement**: onsite
**Experience**: senior
**Job type**: full-time
**Category**: Engineering
**Industry**: Technology

**Apply**: https://nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAExternalCareerSite/job/Israel-Tel-Aviv/Senior-Data-Scientist---Security-and-Networking-Research_JR2018548?utm_source=yubhub.co&utm_medium=jobs_feed&utm_campaign=apply
**Canonical**: https://yubhub.co/jobs/job_c19fa2cc-0d2

## Description

We're looking for a Senior Data Scientist to join a group that specializes in Security and Networking, in relation to ML/AI development. As a Senior Data Scientist you’ll have the opportunity to take an active part in the research and development of NVIDIA’s world-class networking and data center products. This role involves creative problem solving alongside engineering teams, and is key for the continued success of AI networking security.

**Responsibilities**

- Developing, implementing and improving models and algorithms across media types, whether time series, images, text, audio or video.

- Leveraging data pipelines to efficiently process and transform large volumes of data for training and inference purposes.

- Optimizing and fine-tuning models for performance, scalability, and resource utilization, considering factors such as latency, efficiency, and cost.

- Creating efficient pipelines for model training, feedback and improvement.

- Applying alignment techniques and parameter efficient fine-tuning to improve model performance.

- Measuring and benchmarking model and application performance to drive improvements.

- Driving the gathering, building, and annotation of domain specific datasets for benchmarking and training.

- Collaborating closely with software and hardware engineers on new features and improvements. Participate in developing and reviewing code, design documents, use case reviews, and test plan reviews.

**Requirements**

- MS/PhD with expertise in Computer Science, Computer Engineering, Electrical Engineering or related field with a focus on Deep Learning or Machine Learning.

- 5+ years of experience in deep learning and machine learning in a production environment.

- Excellent programming skills in Python with software design fundamentals.

- Hands-on experience with deep learning development frameworks and libraries (e.g. TensorFlow, PyTorch).

- Experience with large scale production systems and pipelines, with a track record of developing production-grade models.

- Strong algorithm development experience, with knowledge of inference optimization techniques such as model distillation, quantization, pruning.

- Experience with algorithms including zero/few-shot learning, self-supervised and unsupervised learning and generative AI models for synthetic data creation.

- Experience with generative models, agents and RAG (including vector databases and reranking algorithms).

- Familiarity with GPU based technologies like CUDA, CuDNN and TensorRT.

- Experience with tools for data processing and storage (e.g. Apache Spark, Hadoop, SQL databases, NoSQL databases).

- Security and networking background, with knowledge of security protocols, network architectures, firewalls, intrusion detection systems, and other relevant security and networking concepts.

## Skills

### Required
- Python
- TensorFlow
- PyTorch
- Deep Learning
- Machine Learning
- GPU
- CUDA
- CuDNN
- TensorRT
- Apache Spark
- Hadoop
- SQL databases
- NoSQL databases

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Source: [Apply at nvidia.wd5.myworkdayjobs.com](https://nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAExternalCareerSite/job/Israel-Tel-Aviv/Senior-Data-Scientist---Security-and-Networking-Research_JR2018548?utm_source=yubhub.co&utm_medium=jobs_feed&utm_campaign=apply)