Full-Time

Machine Learning Engineer 2

Confirmed live in the last 24 hours

Illumio

Illumio

501-1,000 employees

Zero Trust network segmentation platform

Government & Public Sector
Energy
Fintech

Compensation Overview

$152,000 - $175,000Annually

+ Medical + Dental + Vision Coverage + Paid Time Off + Equity Opportunities

Junior, Mid, Senior

Sunnyvale, CA, USA

Required Skills
Microsoft Azure
Natural Language Processing (NLP)
Requirements
  • 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
Responsibilities
  • 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

Growth & Insights
Headcount

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