In order to qualify, you must meet the specialized experience requirements described in the Office of Personnel Management (OPM) Qualification Standards for General Schedule Positions, Professional and Scientific Positions.
BASIC REQUIREMENT OR INDIVIDUAL OCCUPATIONAL REQUIREMENT: Data Science Series 1560
In addition to meeting the basic requirement above, to qualify for this position you must also meet the qualification requirements listed below:
SPECIALIZED EXPERIENCE GS-11: Applicants must have at least one (1) year of specialized experience at the next lower grade GS-09, or equivalent in other pay systems. Examples of specialized experience includes professional knowledge of a broad range of data analyses, mathematics, statistical analysis, modeling/simulation, and/or other scientific concepts, principles, standards, methods, techniques, practices, and procedures to plan, coordinate, and execute studies of marked difficulty and responsibility; professional knowledge and familiarity with data modeling, query authoring and performance tuning with an in-depth understanding of data modeling best practices, relational and graph databases to perform a full range of specialized duties; knowledge of analytical, mathematical, or statistical theories, principles, concepts, methods, and techniques to provide expert judgments concerning the validity of assumptions made and the criteria to evaluate alternatives.
OR
EDUCATION: 3 years of progressively higher level graduate education leading to a Ph.D. degree
or Ph.D. or equivalent doctoral degree.
OR
COMBINATION OF EXPERIENCE AND EDUCATION: A combination of education and experience may be used to qualify for this position as long as the computed percentage of the requirements is at least 100%.
NOTE: You must submit a copy of transcripts.
SPECIALIZED EXPERIENCE GS-12: Applicants must have at least one (1) year of specialized experience at the next lower grade GS-11, or equivalent in other pay systems. Examples of specialized experience includes professional knowledge of a broad range of data analyses, mathematics, statistical analysis, modeling/simulation, and/or other scientific concepts, principles, standards, methods, techniques, practices, and procedures to plan, coordinate, and execute studies of marked difficulty and responsibility; professional knowledge and familiarity with data modeling, query authoring and performance tuning with an in-depth understanding of data modeling best practices, relational and graph databases to perform a full range of specialized duties; knowledge of analytical, mathematical, or statistical theories, principles, concepts, methods, and techniques to provide expert judgments concerning the validity of assumptions made and the criteria to evaluate alternatives.
SPECIALIZED EXPERIENCE GS-13: Applicants must have at least one (1) year of specialized experience at the next lower grade GS-12, or equivalent in other pay systems. Examples of specialized experience includes professional knowledge of a broad range of data analyses, mathematics, statistical analysis, modeling/simulation, and/or other scientific concepts, principles, standards, methods, techniques, practices, and procedures to plan, coordinate, and execute studies of marked difficulty and responsibility; professional knowledge and familiarity with data modeling, query authoring and performance tuning with an in-depth understanding of data modeling best practices, relational and graph databases to perform a full range of specialized duties; knowledge of analytical, mathematical, or statistical theories, principles, concepts, methods, and techniques to provide expert judgments concerning the validity of assumptions made and the criteria to evaluate alternatives.
FEDERAL TIME-IN-GRADE (TIG) REQUIREMENT FOR GENERAL SCHEDULE (GS) POSITIONS: Merit promotion applicants must meet applicable time-in-grade requirements to be considered eligible.
One year at the GS-09 level is required to meet the time-in-grade requirements for the GS-11 level. One year at the GS-11 level is required to meet the time-in-grade requirements for the GS-12 level. One year at the GS-12 level is required to meet the time-in-grade requirements for the GS-13 level. TIG applies if you are in a current GS position or held a GS position within the previous 52 weeks. NOTE: Applicants applying as VEOA candidates who are current GS civil service employees or are prior GS civil service employees within the past 52 weeks must also meet time-in-grade requirements.
KNOWLEDGE, SKILLS AND ABILITIES (KSAs) for GS-11/12: Your qualifications will be evaluated on the basis of your level of knowledge, skills, abilities and/or competencies in the following areas:
1. Knowledge of quantitative techniques and methods used to conceptualize, develop, adapt, modify and apply new models to resolve the most difficult problems and to achieve support for alternative solutions within the scientific community.
2. Knowledge and skill of a broad range of defense department or private sector C4 systems, data, scientist Big Data analytics, machine learning, AI, cognitive science, programs, operations, strategies, tactics, resource and information processes, force structure, and weapons systems. Includes operations research analysis techniques and mastery of scientific and analytical capabilities.
3. Skill in articulating and negotiating very complex and sensitive issues with officials of diverse perspectives and often with different or opposing views. Expert ability to negotiate and defend findings and gain support for new program concepts.
4. Skill in constructively engaging in and influencing advanced study teams composed of industry, government, and academic experts; originate new ideas, projects, and methodologies; and execute projects and/or studies within established financial and/or time constraints.
5. Skill to develop and utilize appropriate data collection techniques and design, build and use models and simulation techniques.
6. Ability to identify opportunities for employing data science tools and application to enable operational and strategic planning in direct support of a combatant command level organization's mission and programs.
KNOWLEDGE, SKILLS AND ABILITIES (KSAs) for GS-13: CONT'D ON EDUCATION
PART-TIME OR UNPAID EXPERIENCE: Credit will be given for appropriate unpaid and or part-time work. You must clearly identify the duties and responsibilities in each position held and the total number of hours per week.
VOLUNTEER WORK EXPERIENCE: Refers to paid and unpaid experience, including volunteer work done through National Service Programs (i.e., Peace Corps, AmeriCorps) and other organizations (e.g., professional; philanthropic; religious; spiritual; community; student and social). Volunteer work helps build critical competencies, knowledge and skills that can provide valuable training and experience that translates directly to paid employment. You will receive credit for all qualifying experience, including volunteer experience.