Full-Time
Machine Learning Engineer 2
Confirmed live in the last 24 hours
Zero Trust network segmentation platform
Compensation Overview
$152,000 - $175,000Annually
Junior, Mid, Senior
Sunnyvale, CA, USA
- Proficiency in GPT/OpenAI API and prompt engineering
- Comprehensive grasp on Natural Language Processing techniques
- Experience in implementing Retrieval-Augmented Generation (RAGs) to leverage structured and unstructured data
- Hands-on model building with Hugging Face, LangChain or other production-ready frameworks
- Employ state-of-the-art pre-trained LLM/Azure Open AI models to build the conversational interface for our customers to analyze, summarize information and interact with Illumio's UI/APIs
- Perform fine-tuning of open source local LLM models to improve the responses for users and handle complex queries
- Devise and run experiments with NLP preprocessing and other techniques to improve the performance of models on accurate code generation
- Collaborate with seasoned machine learning, full-stack and cybersecurity engineers to deploy large-scale models to production
- Proactively contribute to cultivating a new team and product domain, offering strategic impetus shaping the roadmap and vision for the product
Illumio specializes in cybersecurity, offering a Zero Trust Segmentation Platform that enhances organizational protection by visualizing traffic flows and implementing granular segmentation policies. This critical approach helps prevent the spread of breaches and ransomware across diverse and hybrid environments. Working at this company offers an opportunity to be on the forefront of tackling some of the most pressing cybersecurity challenges today, within a culture that values security innovation and a strategic approach to digital transformation.
Company Stage
Series F
Total Funding
$557M
Headquarters
Sunnyvale, California
Founded
2013
6 month growth
↑ 16%1 year growth
↑ 19%2 year growth
↑ 25%Benefits
HSA
Health Reimbursement Account
Wellness Program
Fitness Subsidies
Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Short-Term Disability
Long-Term Disability
FSA
Leave of Absence
Paid Holidays
Unlimited Vacation
Paid Family Leave
Paid Vacation
Personal/Sick Days
Company Equity
401(k)
Performance Bonus
Promote from Within
Lunch and Learns
Work Visa Sponsorship
Leadership Training Program
Commuter Benefits Program
Casual Dress
Pet-Friendly Office
Happy Hours
Snacks
Some Meals Provided
Diversity, Equity, and Inclusion Program
Flexible Work Hours
Remote Work Opportunities
Hybrid Work Opportunities
On-Site Cafeteria
Work-From-Home Stipend