On-site work model with 5 days in office/week in Sunnyvale, CA
Targeted hire date of February 1, 2024
We're looking for innovators and engineers who are ready to bring diverse perspectives, innovate relentlessly, and tackle challenging enterprise security issues head-on, leaving a significant mark in the cybersecurity landscape.
Pretrain graph models and generate embedding representations for multi-label predictions
Leverage embeddings for downstream tasks on dynamic temporal graph structures
Devise and run experiments to measure model performance on large-scale data
Proactively contribute to a new team and product domain, offering strategic insight into state-of-the-art machine learning techniques that can shape the roadmap and vision for the product
8+ years of relevant experience
Proficiency in modeling graph data and leveraging GNNs/Graph Transformers to generate embeddings
Fine-tuning on downstream tasks like recommendations and anomaly detection
Comprehensive grasp on machine learning fundamentals and deep learning algorithms
Building 0->1 ML products, transitioning initial prototypes to production-ready large-scale machine learning models
Production-ready model building experience with PyTorch, PyG, DGL or other graph learning frameworks
Illumio believes that an environment of unique backgrounds, experiences, viewpoints, and individual contributions drives our success and makes us stronger together. We are dedicated to creating and maintaining a diverse culture and emphasizing inclusion and belonging.
Pay Range:
$200,000 USD - $240,000 USD
The pay range for this job level is a general guideline only and not a guarantee of compensation or salary. Additional factors considered in extending an offer include (but are not limited to) responsibilities of the job, education, location, experience, knowledge, skills, abilities, as well as internal equity, alignment with market data, or applicable laws.
Benefits:
At Illumio we offer a wide range of benefits to our eligible team members. Our benefit programs vary by location and can include Medical, Dental, Vision Coverage – Health and Dependent Savings Accounts – Life and Disability Programs – Paid Parental Leave – Voluntary Benefit Programs – Company Sponsored Wellness Program – Wellness Reimbursement Program - Retirement Savings – Equity Opportunities – Paid time off and Paid Holidays – Employee Incentive Program.#LI-KD1 #LI-ONSITE