What are the responsibilities and job description for the Research Scientist- AI and Machine Learning: Bayesian Modelling and Probabilistic Programming position at Oracle?
Oracle Labs is searching for an outstanding Machine Learning and AI researcher with a focus on Bayesian Modelling and Probabilistic Programming to join our probabilistic modelling research team. The team develops Sandwood, a probabilistic programming language running on the Java platform, designed to allow easy integration with large enterprise applications written in Java. Our goal is to bring the power of Bayesian modelling to Oracle's products, building on over a decade of work in probabilistic modelling in our lab.
We are passionate about research that both advances science and has impact in the real world. The successful candidate will be part of an amazing collaborative research team that publishes at the top venues. Our expertise includes probabilistic programming, inference performance optimization, tools for training deep learning models, language and code generation models, privacy preserving machine learning, and AI agents, just to name a few. Your contributions have the chance to create real impact on our products and advance science.
Sandwood is open source and further information on Sandwood can be found at http://www.sandwood.org
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 - IC3
Qualifications:
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 $74,800 to $178,200 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 Stock Purchase Plan
14. Financial planning and group legal
15. Voluntary benefits including auto, homeowner and pet insurance
The role will generally accept applications for at least three calendar days from the posting date or as long as the job remains posted.
Responsibilities:
What you'll be doing:
- Research, design and implement novel inference techniques and novel uses of inference techniques in Sandwood
- Development of Bayesian models for real world use cases
- 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:
- Currently has or is in the process of obtaining a Ph.D. degree in Computer Science, relevant technical field, or equivalent practical experience
- Strong background of theory and practice of Bayesian models and statistics
- Strong understanding of probabilistic programming
- Excellent programming and debug skills in Java
- Broad understanding of Machine Learning techniques
- Experience with data preparation, model building and evaluation
- Outstanding research track record
- Experience collaborating in a team environment on research projects
- Excellent communication skills
Salary : $74,800 - $178,200
