Full-Time

Machine Learning Engineer 2

Confirmed live in the last 24 hours

Illumio

Illumio

501-1,000 employees

Cybersecurity platform for traffic visualization and segmentation

Fintech
Government & Public Sector
Energy

Compensation Overview

$152,000 - $175,000Annually

+ Equity opportunities + Paid parental leave

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 customers
  • Perform fine-tuning of open source local LLM models to improve responses for users
  • Devise and run experiments with NLP preprocessing to improve model performance on accurate code generation
  • Collaborate with machine learning, full-stack, and cybersecurity engineers to deploy large-scale models to production
  • Contribute to cultivating a new team and product domain, offering strategic impetus shaping the roadmap and vision for the product

At Illumio, employees are at the forefront of the cybersecurity industry, operating within a cutting-edge environment that specializes in Zero Trust Segmentation to protect organizations of all sizes. This innovative platform not only focuses on preventing breaches and ransomware across hybrid environments but also enhances career development through deep involvement in cloud and digital transformation projects. Working here provides a unique opportunity to be part of a team dedicated to delivering high-stakes, impactful security solutions.

Company Stage

Series F

Total Funding

$557M

Headquarters

Sunnyvale, California

Founded

2013

Growth & Insights
Headcount

6 month growth

18%

1 year growth

20%

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