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Senior Data Scientist

3 months ago

Augusta, Maine, United States Oracle Full time

Job Description

At Oracle Health Applications & Infrastructure, our mission is to improve healthcare and quality of life globally through better experience and easier access to health data for patients and healthcare providers. We are looking for hands-on data science engineers with expertise and passion in solving difficult problems in healthcare such as contact and information management, automation of payer payee workflows, case management, autonomous coding and billing, semantic search, and ranking to name a few. We intend to revolutionize the healthcare industry by leveraging AI/ML and Generative AI and redefine customer experience.

This is a greenfield opportunity to design and build new AI native cloud applications from the ground up. We are growing fast, still at an early stage, and working on new initiatives. An engineer at any level can have significant technical and business impact here. You will be part of a team of hard-working, motivated, a diverse set of people, and given the autonomy as well as support to do your best work. It is a dynamic and flexible workplace where you-ll belong and be encouraged.

We operate with a startup mindset providing the best of two worlds - the autonomy to iterate on new ideas, working on cutting-edge technology, while sitting within a stable, larger organization at Oracle. We're working on big goals, and we need talented folks with equally big ambitions. Join us

About the Job

We're seeking a highly skilled Senior Data Scientist to modernize OHAI's Revenue Cycle product portfolio with AI native applications. As a Senior Data Scientist specializing in AI/ML, you will play a pivotal role in architecting, developing, and deploying state-of-the-art models to power our Revenue Cycle product suite. You will collaborate closely with cross-functional teams including product managers, software engineers, and data scientists to unlock machine learning capabilities in all our products. Our new platform will be built directly on Oracle Cloud Infrastructure (OCI) based on cloud native principles. We build to scale globally, leveraging state-of-the-art tooling, with zero downtime.

Career Level - IC3

Responsibilities

What You'll Make Happen

  • Design and develop solutions for
  • medical language learning through language models
  • medical code and group code (per various specifications) using large language model
  • contract interpretation
  • transforming rules and workflows into decision tree using deep learning ML models
  • risk detection/anomaly detection using deep learning ML model
  • Work with Engineering team for training data acquisition and data analysis
  • Follow the process for ML use case evaluation and planning
  • Design, develop, and optimize RAG (Retrieval-Augmented Generation) models to facilitate effective information retrieval
  • Utilize vector databases and advanced indexing techniques to efficiently store and retrieve relevant information for conversational contexts
  • Fine-tune and optimize large language models such as Cohere for specific use cases in the healthcare.
  • Implement and experiment with cutting-edge NLP, NLU, and NLG techniques to solve various use cases.
  • Collaborate with engineers to integrate machine learning models into production systems, ensuring scalability, reliability, and performance

About You ( Qualifications )

  • Master's degree or PhD in Computer Science, Engineering, Mathematics, or related experience.
  • 4+ years of experience in data science
  • Focus on building and deploying language AI
  • Strong programming skills in Python and proficiency with machine learning libraries such as TensorFlow, PyTorch, or R.
  • Experience with cloud platforms (eg, AWS, OCI) and containerization technologies (eg, Docker, Kubernetes).
  • Solid understanding of NLP fundamentals and experience with NLU/NLG techniques such as sentiment analysis, entity recognition, and text generation.
  • Preference for expertise in developing RAG models, working with vector databases, and fine-tuning large language models.
  • Excellent problem-solving abilities and a pragmatic approach to building scalable and robust machine learning systems.
  • Strong communication skills with the ability to collaborate effectively with cross-functional teams and articulate complex technical concepts to non-technical stakeholders
  • You are comfortable with ambiguity. You have a strong sense of ownership, can define your own workplan, set goals for others, and can drive projects to completion.
  • You are excited to learn new technologies and stay on the cutting edge of what's possible
  • You-ve taken a product or platform from 0 to 1, you know what it takes to launch something

Career Level - IC3

Responsibilities

Interacts with product and service teams to identify questions and issues for data analysis and experiments. Develops and codes software programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources. Identifies meaningful insights from large data and metadata sources; interprets and communicates insights and findings from analysis and experiments to product, service, and business managers.

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.

About Us

As a world leader in cloud solutions, Oracle uses tomorrow's technology to tackle today's problems. True innovation starts with diverse perspectives and various abilities and backgrounds.

When everyone's voice is heard, we're inspired to go beyond what's been done before. It's why we're committed to expanding our inclusive workforce that promotes diverse insights and perspectives.

We've partnered with industry-leaders in almost every sector-and continue to thrive after 40+ years of change by operating with integrity.

Oracle careers open the door to global opportunities where work-life balance flourishes. We offer a highly competitive suite of employee benefits designed on the principles of parity and consistency. We put our people first with flexible medical, life insurance and retirement options. We also encourage employees to give back to their communities through our volunteer programs.

We're committed to including people with disabilities at all stages of the employment process. If you require accessibility assistance or accommodation for a disability at any point, let us know by calling , option one.

Disclaimer:

Oracle is an Equal Employment Opportunity Employer*. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans' status, or any other characteristic protected by law. Oracle will consider for employment qualified applicants with arrest and conviction records pursuant to applicable law.

Which includes being a United States Affirmative Action Employer*