Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Data Scientist (Statistician)
Saint Petersburg, FL · On-site
$125K/yr
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Data Scientist (Statistician)
Saint Petersburg, FL · On-site
$125K/yr
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Data Scientist (Statistician)
Daytona Beach, FL · On-site
$125K/yr
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Data Scientist (Statistician)
Daytona Beach, FL · On-site
$125K/yr
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Data Scientist (Statistician)
Lakeland, FL · On-site
$125K/yr
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Data Scientist (Statistician)
Lakeland, FL · On-site
$125K/yr
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Experience may have been gained in the public sector, private sector or through Volunteer Service ... models, graph theory, link analysis, optimization models, complex adaptive systems, or deep ...
Volunteering Graph Database information
What is a volunteering graph database?
A volunteering graph database is a specialized type of database designed to store and manage data about volunteer opportunities, participants, organizations, and their relationships using graph structures. In this context, entities such as volunteers, events, and organizations are represented as nodes, while their connections—like participation or collaboration—are represented as edges. This approach allows for efficient querying of complex relationships, such as finding volunteers with specific skills or identifying collaborative networks among nonprofits. Graph databases are especially useful for matching volunteers to opportunities based on interests, location, or past involvement. Popular graph database systems include Neo4j and Amazon Neptune.
What are some common challenges faced when managing and querying a graph database for volunteering initiatives?
Professionals working with graph databases in the context of volunteering often face challenges such as modeling complex volunteer relationships, ensuring data quality as volunteer rosters frequently change, and optimizing queries for efficient matching between volunteers and opportunities. Additionally, integrating the graph database with other systems and safeguarding sensitive personal data can require careful planning. Team collaboration with program coordinators, IT, and data analysts is essential to adapt the database to evolving organizational needs and maximize its effectiveness.
What are the key skills and qualifications needed to thrive as a graph database developer in the volunteer sector, and why are they important?
To thrive as a Graph Database Developer in the volunteer sector, you need expertise in database design, data modeling, and query languages like Cypher or Gremlin, often backed by a computer science degree or equivalent experience. Familiarity with graph database systems such as Neo4j, Amazon Neptune, or OrientDB, and relevant certifications, is typically required. Strong problem-solving skills, attention to detail, and the ability to communicate technical concepts to non-technical stakeholders are highly valuable. These abilities are crucial for efficiently managing complex volunteer data relationships, optimizing data retrieval, and supporting impactful community projects.
What is the difference between Volunteering Graph Database vs Data Analyst?
| Aspect | Volunteering Graph Database | Data Analyst |
|---|---|---|
| Required Credentials | Basic knowledge of graph databases, often self-taught or through online courses | Bachelor's degree in statistics, data science, or related field; certifications like CAP or Microsoft Certified Data Analyst |
| Work Environment | Volunteer projects, non-profit organizations, or open-source communities | Corporate, consulting firms, or government agencies |
| Industry Usage | Non-profit, research, or community-driven projects | Business, finance, healthcare, and marketing sectors |
| Common Search/Comparison | Yes | No |
While both roles involve working with data, a Volunteering Graph Database focuses on using graph database technology in volunteer or non-profit settings, often with minimal formal credentials. In contrast, a Data Analyst typically requires formal education and certifications, working in corporate environments to interpret data for strategic decisions.
What are popular job titles related to Volunteering Graph Database jobs in Florida?
For Volunteering Graph Database jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Volunteering Graph Database jobs in Florida look for?
The top searched job categories for Volunteering Graph Database jobs in Florida are:
What cities in Florida are hiring for Volunteering Graph Database jobs?
Cities in Florida with the most Volunteering Graph Database job openings:
$125K/yr
Full-time
Posted 5 days ago
U.S. Department Of The Treasury rating
8.2
Based on 13 frontline employees who took The Breakroom Quiz
311th of 854 rated public administrative organizations
Job description
WHAT IS LARGE BUSINESS AND INTERNATIONALDIVISION?
A description of the business units can be found at: https://www.jobs.irs.gov/about/who/business-divisions
- Position is to be filled in the following area(s):
- LBI - ADCCI - Assistant Deputy Commissioner Compliance Integration.
REVIEW THE ADDITIONAL INFORMATION BELOW FOR FURTHER DETAILS
You must meet the following requirements by the closing date of this announcement.
QUALIFICATION REQUIREMENTS: To qualify for this position, you must meet the qualification requirements outlined below:
BASIC REQUIREMENTS (IOR) ALL GRADES:
EDUCATION: A degree that included 15 semester hours in statistics (or in mathematics and statistics, provided at least 6 semester hours were in statistics), and 9 additional semester hours in one or more of the following: physical or biological sciences, medicine, education, or engineering; or in the social sciences including demography, history, economics, social welfare, geography, international relations, social or cultural anthropology, health sociology, political science, public administration, psychology, etc. Credit toward meeting statistical course requirements should be given for courses in which 50 percent of the course content appears to be statistical methods, e.g., courses that included studies in research methods in psychology or economics such as tests and measurements or business cycles, or courses in methods of processing mass statistical data such as tabulating methods or electronic data processing.
OR
COMBINATION OF EDUCATION AND EXPERIENCE: Combination of education and experience includes courses as shown in A above, plus appropriate experience or additional education. The experience should have included a full range of professional statistical work such as (a) sampling, (b) collecting, computing, and analyzing statistical data, and (c) applying statistical techniques such as measurement of central tendency, dispersion, skewness, sampling error, simple and multiple correlation, analysis of variance, and tests of significance.
AND
SPECIALIZED EXPERIENCE GS-14: In addition to meeting basic requirements, to be eligible for this position at this grade level, you must have one (1) year of specialized experience at a level of difficulty and responsibility equivalent to the GS-13 grade level in the Federal service.
Specialized experience for this position includes:
- Experience identifying and assessing the validity and reliability of relevant data sources and retrieving structured and unstructured data in multiple types and formats, including Extensible Markup Language (XML) files and large datasets, for use in data science projects.
- Experience cleaning, transforming, combining, and integrating structured and unstructured data from multiple sources, including identifying and resolving missing values, outliers, and duplicate records, to prepare data for analysis.
- Experience applying data-mining process models, including the Cross-Industry Standard Process for Data Mining (CRISP-DM) or Sample, Explore, Modify, Model, Assess (SEMMA), to collect, prepare, analyze, and evaluate data during data science projects.
- Experience applying statistical methods, probability, statistical inference, hypothesis testing, experimental design, forecasting, and sampling methods to analyze data, evaluate results, and support program or business decisions.
- Experience developing and evaluating analytical and artificial intelligence models using machine learning, text analytics, natural language processing, large language models, graph theory, link analysis, optimization models, complex adaptive systems, or deep-learning neural networks.
- Experience using programming languages, query languages, data-intelligence platforms, and data-storage technologies, including R, Python, Structured Query Language (SQL), Java, Databricks, Sybase, Oracle, or open-source databases, to retrieve, process, query, analyze, and integrate data during data science projects.
- Experience planning, coordinating, monitoring, and evaluating data science projects; reviewing technical deliverables for validity and reliability; and communicating analytical findings, model results, limitations, conclusions, and recommendations to technical and nontechnical stakeholders through written products, presentations, graphs, tables, charts, or business-intelligence products.
AND
You must also meet the following requirements:
- MINIMUM AGE REQUIREMENT: Minimum age for federal employment is 18 years old, or at least 16 years old and have:
- Graduated from high school or been awarded a certificate equivalent to graduating from high school; or
- Completed a formal vocational training program; or
- Received a statement from school authorities agreeing with your preference for employment rather than continuing your education
For more information on qualifications please refer to OPM's Qualifications Standards.Education:A college or university degree generally must be from an accredited (or pre-accredited) college or university recognized by the U.S. Department of Education. For a list of schools which meet these criteria, please refer to Department of Education Accreditation page.
FOREIGN EDUCATION: Education completed in foreign colleges or universities may be used to meet the requirements. You must show proof the education credentials have been deemed to be at least equivalent to that gained in conventional U.S. education program. It is your responsibility to provide such evidence when applying. Click here (Section 3, Explanation of Terms) or here for Foreign Education Credentialing instructions.
We recommend choosing an evaluator from a member organization of one of the following national associations of credential evaluation services: National Association of Credential Evaluation Services (NACES) or Association of International Credentials Evaluators (AICE).Employment Type: OTHER
What U.S. Department Of The Treasury employees say
Pay
Hours and flexibility
Workplace
Get the full story on Breakroom
About US Department of the Treasury
Sourced by ZipRecruiter
Industry
Public administration
Company size
10,000+ Employees
Headquarters location
Washington, DC, US
Year founded
1789