Applied AI & NLP Solutions Specialist

Description

At Nuvance Health, we enjoy the benefits of a two-state system as we cultivate an inclusive culture where everyone feels welcomed, respected and supported. Together, we are a team of 15,000+ strong hearts and open minds. If you share our values of connected, personal, agile and imaginative, we invite you to discover what's possible for you and your career.

Summary:

The DMAO Team plays a crucial role in Nuvance Health's digital transformation by ensuring the quality, integrity, and governance of data assets. They work closely with data engineers, business stakeholders, and IT professionals to establish and maintain data standards, policies, and processes. The Applied Artificial Intelligence (AI) / Natural Language Processing (NLP) Solutions Specialist will partner with business and operational leaders to provide an impact by leveraging AI and analytical tools, strategic thinking, and hypothesis-based analysis on machine learning (ML)-based projects. The Applied AI / NLP Solutions Specialist is responsible for developing ontologies, knowledge graphs, rules or other symbolic models, for insights into specific business processes or domains. Additionally, they will develop and optimize AI-generated text prompts to feed into AI platforms to ensure accuracy. Further, they will support senior leadership by creating business insights and analyses to aid in the decision-making process.,

Responsibilities:

1. Creates and implements data models and ontologies to support knowledge representation by organizing large volumes of data into knowledge structures. Develops and maintains documentation for knowledge graphs as well as knowledge engineering processes and systems.�

2. Tests and evaluates new models to identify areas of improvement and optimization.

3. Supports the integration of knowledge systems into existing organizational infrastructure while ensuring seamless data flow.

4. Collaborates with cross-functional teams within the organization to gather and translate requirements into effective knowledge frameworks; acts as a translator between data engineers and domain experts.

5. Researches and implements cutting-edge techniques and tools in machine learning/deep learning/artificial intelligence to make data analysis more efficient.

6. Conducts audits of knowledge resources to maintain accuracy and relevance.

7. Applies advanced analytics and data visualization tools to tell the story behind the numbers, all while supporting data-driven decision making. Finds creative solutions to problems when limited information is available.

8. Stays current with industry trends, making recommendations of new technologies and solutions that deliver strategic business value and reduce cost. Supports innovation to drive improvements and optimize performance.

9. Remains updated with the latest methodologies, tools, and industry trends in machine learning and artificial intelligence.

10. Maintains and Models Nuvance Health Values.�

11. Demonstrates regular, reliable and predictable attendance.

12. Performs other duties as required.

Education: BACHELOR'S LVL DGR

Education Skills Experience

• Bachelor's degree or equivalent experience, with a minimum of 7 years of experience in Data Analytics, Data Science or Business Intelligence. Master's degree preferred.
• 5+ years of strategic analysis designed to inform product or business decision making.
• Direct experience working with GenAI, LLM fine-tuning, knowledge graphs, and related tools and techniques. Strong understanding of AI, its potential roles in solving business problems, and the future trajectory of generative AI models.
• Proficiency with common AI and ML applications, data mining and statistic tools, scripting, and programming experience such as Python, C++, JavaScript, R, SAS, Excel, SQL, MATLAB, SPSS desired.
• Advanced understanding of information models, knowledge representation and reasoning.
• Proficiency in cloud data platforms, data sciences, and application development.
• Experience with semantic web technologies and linked data principles is preferred.
• AWS Cloud/Redshift experience preferred.
• Familiarity with data modeling, data transformations and querying.

Minimum Knowledge, Skills and Abilities Requirements:

• Excellent communication skills, with the ability to translate complex concepts to non-technical audiences.
• Excellent problem-solving skills and an analytical mindset.
• Willingness and ability to learn new technologies on the job.
• Working knowledge of EMR systems including but not limited to system wide hospital or ambulatory information systems.
• Applied knowledge of project management delivery, capital and operational budgeting.
• Ability to partner with executive stakeholders and customers.

Working Conditions:

Manual: Little or no manual skills/motor coord & finger dexterity

Occupational: Little or no potential for occupational risk

Physical Effort: Sedentary/light effort. May exert up to 10 lbs. force

Physical Environment: Generally pleasant working conditions

Company: Nuvance Health

Org Unit: 1782

Department: Data Mgmt Analytics Org

Exempt: Yes

Salary Range: $45.93 - $85.29 Hourly

With strong hearts and open minds, we're pushing past boundaries and challenging the expected, all in the name of possibility. We are neighbors caring for neighbors, working together as partners in health to improve the lives of the people we serve. If you share our passion for the health of our communities, advance your career with Nuvance Health!