Applied AI & NLP Solutions Specialist
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Job Location:
Danbury, CT - USA
Hourly Salary:
$ 45 - 85
Posted on:
2 days ago
Vacancies:
1 Vacancy
Job Summary
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 15000 strong hearts and open minds. If you share our values of connected personal agile and imaginative we invite you to discover whats possible for you and your career.
Summary:
The DMAO Team plays a crucial role in Nuvance Healths 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 and Experience Requirements:
- Bachelors degree or equivalent experience with a minimum of 7 years of experience in Data Analytics Data Science or Business Intelligence. Masters 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.
Essential:
* Bachelors Level Degree
With strong hearts and open minds were 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!
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
Required Experience:
IC
About Company
Our hospitals, medical practice and care centers are located throughout New York’s Hudson Valley and Western Connecticut. At every location, you’ll find excellent convenient care, a personalized approach, a connected team, and access to our network of doctors. Find care now.
