Principal Data Scientist - LLM Prisma Cloud
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Job Description
Your Career
As a Principal Data Scientist LLM you will drive data security solutions using cutting edge ML / GenAI / LLM solutions. You will design research and deploy models for classifying data in varying environments and under unique constraints. Collaborate with teams who will utilize the results of the models for multiple cybersecurity requirements. You will work closely in a team of Rust/Python engineers & data analysts in order to deploy and optimize.
Your Impact
Supercharge data security protection by developing solutions helping clients understand what kind of data they have and where
Make significant contributions to feature development by engaging in design implementation testing and deployment processes
Design and implement LLMbased solutions to solve data security challenges from research to production
Qualifications :
Your Experience
7 years of handson data science experience including developing training and deploying custom ML models especially LLMs
Proficiency in Python and ML frameworks (e.g. TensorFlow PyTorch JAX) with experience in finetuning optimizing and deploying transformerbased models (GPT BERT LLaMA etc.)
Familiarity with tools like Hugging Face Transformers OpenAI APIs LangChain or other LLM toolkits
Ability to design custom LLM architectures to address domainspecific challenges or business needs
Advanced degree in Computer Science Mathematics or a related field
Nice to have:
Experience with Rust / C / C
Expertise in optimization techniques for machines with limited memory such as: Quantization (e.g. INT8 FP16) Pruning and model distillation Offloading layers or using memoryefficient optimizers
Experience running LLMs on edge devices with constrained resources (e.g. mobile devices IoT platforms) and offline settings
Experience with retrievalaugmented generation (RAG) for integrating external knowledge sources into LLMs.
Experience with at least one cloud provider and its services (e.g GCP AWS Azure)
Additional Information :
The Team
Our engineering team is at the core of our products and connected directly to the mission of preventing cyberattacks. We are constantly innovating challenging the way we and the industry think about cybersecurity. Our engineers dont shy away from building products to solve problems no one has pursued before.
We define the industry instead of waiting for directions. We need individuals who feel comfortable in ambiguity excited by the prospect of a challenge and empowered by the unknown risks facing our everyday lives that are only enabled by a secure digital environment.
Our Commitment
Were problem solvers that take risks and challenge cybersecuritys status quo. Its simple: we cant accomplish our mission without diverse teams innovating together.
We are committed to providing reasonable accommodations for all qualified individuals with a disability. If you require assistance or accommodation due to a disability or special need please contact us at .
Palo Alto Networks is an equal opportunity employer. We celebrate diversity in our workplace and all qualified applicants will receive consideration for employment without regard to age ancestry color family or medical care leave gender identity or expression genetic information marital status medical condition national origin physical or mental disability political affiliation protected veteran status race religion sex (including pregnancy) sexual orientation or other legally protected characteristics.
All your information will be kept confidential according to EEO guidelines.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
