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Senior Data Scientist

1 month ago

Columbia, United States Oracle Full time

Oracle's Software Assurance organization has the mission to make application security and software assurance, at scale, a reality. We are an inclusive and diverse team of high caliber data science and ML application researchers and engineers, distributed globally, who thrive on new challenges. We are seeking an experienced Machine Learning Engineer or Data Scientist with technical expertise in Recommender Systems, Natural Language Processing (NLP), and Computer Vision, to join our growing team of multidisciplinary data science and ML experts. As a Senior Data Scientist, you will work closely with the technical and research teams on innovative, strategic projects including advanced applications of ML for the organization. This role is responsible for working on innovative projects for the team, collaborating with other experienced professionals, communication with both internal and external stakeholder leadership teams, and must demonstrate critical thinking abilities, outstanding communication skills, project management experience and the ability to lead and collaborate with other experienced technical professionals.

What we offer

  • Being part of one of the most strategic departments of Oracle, cooperating with an international team of data science and ML experts with diverse backgrounds worldwide
  • Opportunities for career growth and technical leadership
  • Exposure to cutting edge applications of AI/ML and the opportunity to work with research teams on innovative solutions
  • Evaluating and understanding large production deep learning systems composed of dozens of models
  • Developing novel metrics that provide analytical insights to non-technical stakeholders into how well these kinds of systems are operating.

Career Level - IC3

Required skills

  • BS in Computer Science, Data Science, Machine Learning, or related technical fields
  • At least 5 years of hands-on experience (may include graduate studies in computer science or related technical fields) with increasing scope in developing and implementing ML solutions
  • Thorough understanding of CS fundamentals including data structures, algorithms, and complexity analysis
  • Strong software development experience through hands on coding primarily in Python and C++
  • Detailed knowledge of modern deep learning concepts, including but not limited to Generative AI (GenAI) models, FCN, CNN, RNN, Autoencoders, Transformers, and Large Language Models (LLM)
  • Familiarity with version control practices (Git), containers, MLOps
  • Experience with at least one cloud platform
  • Experience in formulating analytical problems into actionable research and applying advanced machine learning techniques for problem solving
  • Good communication skills to convey sophisticated topics in straightforward terms to stakeholders (internal or external)
  • A drive to solve hard problems at scale
  • Experience in technical writing, project documentation, and/or technical publications

Preferred Skills

  • MS/PhD in Computer Science, Data Science, Machine Learning, or related technical fields
  • Familiarity with Learning to Rank models, recommender systems, especially deep learning-based recommender systems, computer vision models, Generative AI models
  • Familiarity with serverless architecture, ML model hosting strategies, and model testing techniques

Location

  • This position requires someone to be located in either Denver, CO or Columbia, MD

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 $86,700 to $199,500 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 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.