Research Scientist, AI & Machine Learning Security

Oracle Labs is searching for an outstanding Machine Learning and AI researcher with an interest in security to join our research team. We are passionate about research that both advances science and has impact in the real world. You will be part of an amazing collaborative research team that publishes at the top venues in machine learning and AI. Our expertise includes tools for training deep learning models, language and code generation models, privacy preserving machine learning, probabilistic programming, inference performance optimization, and AI agents, just to name a few. Your contributions have the chance to create real impact on our products and advance science.

 

About Oracle Labs:

Oracle Labs is the sole organization at Oracle that is devoted exclusively to research. We focus on the development of technologies that keep Oracle at the forefront of the computer industry. Oracle Labs researchers look for novel approaches and methodologies, often taking on projects with high risk or uncertainty, or that are difficult to tackle within a product development organization. Oracle Labs research is focused on real-world outcomes: our researchers aim to develop technologies that will someday play a significant role in the evolution of technology and society. For example, chip multithreading and the Java programming language grew out of work done in Oracle Labs.

Career Level - IC4

What you'll be doing:

• Research, design and implement novel techniques to overcome the limitations of current Static Analyzers in identifying Common Vulnerabilities and Exposures (CVEs) across extensive codebases 
• Publish original research
• Open source high quality code and reproducible research
• Collaborate with other team members and teams
• Transfer technology to product groups
• Collaborate with external researchers

What we need to see:

• A Ph.D. degree in Computer Science, relevant technical field, or equivalent practical experience
• Strong background of theory and practice of large language models as well as machine learning and deep learning
• Interest and understanding of common vulnerability and exposures (CVE) detection, static code analysis, and security issues in software systems
• Excellent programming and debug skills in C, C++, Java and Python languages
• Hands on experience with common machine learning frameworks, such as PyTorch
• Experience in analyzing and collecting data from various sources, and thorough understanding of experimental practices, error analysis, and evaluation approaches
• Outstanding research track record
• Experience collaborating in a team environment on research projects
• Excellent communication skills

Disclaimer:

Certain US customer or client-facing roles may be required to comply with applicable requirements, such as immunization and occupational health mandates.

Range and benefit information provided in this posting are specific to the stated locations only

US: Hiring Range: from $94,200 to $223,500 per annum. May be eligible for bonus and equity.

Oracle maintains broad salary ranges for its roles in order to account for variations in knowledge, skills, experience, market conditions and locations, as well as reflect Oracle’s differing products, industries and lines of business.
Candidates are typically placed into the range based on the preceding factors as well as internal peer equity.

Oracle US offers a comprehensive benefits package which includes the following:
1. Medical, dental, and vision insurance, including expert medical opinion
2. Short term disability and long term disability
3. Life insurance and AD&D
4. Supplemental life insurance (Employee/Spouse/Child)
5. Health care and dependent care Flexible Spending Accounts
6. Pre-tax commuter and parking benefits
7. 401(k) Savings and Investment Plan with company match
8. Paid time off: Flexible Vacation is provided to all eligible employees assigned to a salaried (non-overtime eligible) position. Accrued Vacation is provided to all other employees eligible for vacation benefits. For employees working at least 35 hours per week, the vacation accrual rate is 13 days annually for the first three years of employment and 18 days annually for subsequent years of employment. Vacation accrual is prorated for employees working between 20 and 34 hours per week. Employees working fewer than 20 hours per week are not eligible for vacation.
9. 11 paid holidays
10. Paid sick leave: 72 hours of paid sick leave upon date of hire. Refreshes each calendar year. Unused balance will carry over each year up to a maximum cap of 112 hours.
11. Paid parental leave
12. Adoption assistance
13. Employee Sto