MATHEMATICAL STATISTICIAN OR STATISTICIAN (DATA SCIENTIST)

  • U.S. Securities and Exchange Commission
  • Washington, DC
  • 270 views
Full-time

Job Description

Duties

At the SEC, we are committed to diversity, equity, inclusion and accessibility (DEIA) and value a workforce that reflects the diverse experiences and perspectives of the communities we serve. As such, we welcome applications from qualified individuals of all backgrounds who share our commitment to public service.

As a Mathematical Statistician or Statistician (Data Scientist), some of your typical work assignments may include, but are not limited to, the following:
  • Plans and executes complex, broad data analysis assignments to derive meaning from large and complex data sources in multiple formats (i.e., structured, unstructured, and semi-structured data) using approaches common to the field of data science including artificial intelligence/machine learning (AI/ML) techniques, programing languages (e.g., Python, R), data visualizations, and other analysis.
  • Develops, trains and deploys complex AI/ML models (e.g., deep neural networks, support vector machines, random forests, etc.) utilizing distributed or cloud computing resources (e.g., AWS, Azure).
  • Develops, trains and deploys natural language processing (NLP) models to analyze unstructured data (e.g., topic modeling, named entity extraction, data extraction from PDFs or other formats, etc.) and semi-structured data (e.g., sentiment analysis).
  • Develops and deploys interactive data visualizations or dashboards to interpret and communicate the results of models to a variety of technical and non-technical audiences using programing languages, cloud computing capabilities (e.g., AWS, Azure), and business intelligence and analytical tools (e.g., Power BI, D3, Shiny, R Markdown).
  • Builds efficient, scalable, and repeatable AI/ML analytical tools or solutions, microservices, and data pipelines on cloud computing platforms (e.g., AWS, Azure).
  • Uses appropriate analytical software and techniques to prepare data for analysis and clean or transform imperfect data.
  • Communicates analysis, methodology, results, and AI/ML concepts orally and in writing to both technical and non-technical audiences.

Requirements

Conditions of Employment

  • You must be a US Citizen.
  • Application procedures are specific to this vacancy announcement. Please read all the instructions carefully. Failure to follow the instructions may result in you not being considered for this position.
  • Supplementary vacancies may be filled in addition to the number stated in this announcement.
  • This position has promotion potential to the SK-14.
  • PROBATIONARY PERIOD: This appointment may require completion of a one-year probationary period.
  • SECURITY CLEARANCE: Entrance on duty is contingent upon completion of a pre-employment security investigation. Favorable results on a Background Investigation may be a condition of employment or selection to another position.
  • PERMANENT CHANGE OF STATION (PCS): Moving/Relocation expenses are not authorized.
  • DIRECT DEPOSIT: All Federal employees are required to have Federal salary payments made by direct deposit to a financial institution of their choosing.
  • This position is in the collective bargaining unit.
  • This position is eligible to request telework in accordance with the SEC 's telework policy.
  • Existing Participants in the SEC's Remote Telework Program are eligible to apply for this position. If selected, management will evaluate and communicate whether the position will allow for continued participation in Remote Telework.

Qualifications

All qualification requirements must be met by the closing date of this announcement.

Qualifying experience may be obtained in the private or public sector. Experience refers to paid and unpaid experience, including volunteer work done through National Service programs (e.g., Peace Corps, AmeriCorps) and other organizations (e.g., professional; philanthropic; religious; spiritual; community, student, social). Volunteer work helps build critical competencies, knowledge, and skills and can provide valuable training and experience that translates directly to paid employment. You will receive credit for all qualifying experience, including volunteer experience.

Qualifying education must have been obtained from an accredited college or university recognized by the U.S. Department of Education.

BASIC REQUIREMENT: Mathematical Statistician A. Degree: that included 24 semester hours of mathematics and statistics, of which at least 12 semester hours were in mathematics and 6 semester hours were in statistics. or
B. Combination of education and experience -- at least 24 semester hours of mathematics and statistics, including at least 12
hours in mathematics and 6 hours in statistics, as shown in A above, plus appropriate experience or additional education.
OR
Statistician 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
B. Combination of education and experience -- 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.

MINIMUM QUALIFICATION REQUIREMENT: In addition to meeting the basic requirement, applicants must also meet the minimum qualification requirement.
SK-14: Applicant must have at least one year of specialized experience equivalent to the GS/SK-13 level: Applicant must have at least one year of specialized experience in (1) performing complex analytical tasks and assignments requiring skill and knowledge using the Python programming language), cloud computing platforms (e.g., Amazon Web Services (AWS), Microsoft Azure) and related analytical capabilities and services; AND (2) experience developing advanced analytical models, tools, prototypes, applications, or solutions (including artificial intelligence and machine learning solutions) on cloud computing platforms.

Education

ARE YOU USING YOUR EDUCATION TO QUALIFY? You MUST provide transcripts or other documentation to support your educational claims. Unless otherwise stated: (1) official or unofficial transcripts are acceptable, or (2) you may submit a list with all of your courses, grades, semester, year, and credit for the course. All materials must be submitted by the closing date of the announcement.

PASS/FAIL COURSES: If more than 10 percent of your undergraduate course work (credit hours) were taken on a pass/fail basis, your claim of superior academic achievement must be based upon class standing or membership in an honor society.

FOREIGN EDUCATION: If you are using education completed in foreign colleges or universities to meet the qualification requirements, you must show the education credentials have been evaluated by a private organization that specializes in interpretation of foreign education programs and such education has been deemed equivalent to that gained in an accredited U.S. education program; or full credit has been given for the courses at a U.S. accredited college or university. For further information, visit: http://www.ed.gov/about/offices/list/ous/international/usnei/us/edlite-visitus-forrecog.html

Additional information

SEC COMPENSATION PROGRAM: The overall salary range listed above is provided for informational purposes as it represents the full range that is applicable to current employees in this occupation/grade; however, a selectee's initial pay is always set below the maximum rate of the range. Please click here for additional information.

IMPORTANT INFORMATION FOR SURPLUS OR DISPLACED FEDERAL EMPLOYEES: Career Transition Assistance Plan (CTAP) and Interagency Career Transition Assistance Plan (ICTAP) are available to individuals who have special priority selection rights under this plan. Individuals must be well-qualified for this position to receive consideration for special priority selection. CTAP or ICTAP eligibles will be considered well-qualified when receiving an adjudicated score of 80 or higher.

Reasonable Accommodation: If you are an applicant who needs a reasonable accommodation for disability to participate in the application process at the SEC, submit the form for Reasonable Accommodation for Participation in Job Application Process here. Please be sure to submit your request at least 5 business days in advance of the date you need the requested accommodation.

Equal Employment Opportunity (EEO) Information for SEC Job Applicants: Federal EEO laws protect all applicants from discrimination on the following bases: race, color, sex (not limited to conduct which is sexual in nature, includes pregnancy, gender identity, sexual orientation, transgender status), age (40 and over), religion, national origin, disability, genetic information, retaliation for participating in the EEO process or opposing discrimination. Applicants who believe they have been discriminated against on any EEO basis can seek recourse through the SEC's administrative complaints process. To be timely, an individual must enter the EEO process within 45 days from when they know (or should have known) of the alleged discrimination. Click here for additional information.

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  • Benefits

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Required Documents

You must provide a complete Application Package, which includes:

  • Required: Your responses to the Occupational Questionnaire.
  • Required: Your complete and comprehensive resume that includes a complete history of your work experience and the applicable employment dates with months and years. To determine if you qualify for this position, OHR will review your work history that is relevant to the specific position for which you applied. If you are an external candidate selected for this position, OHR will review your complete work history to establish your starting salary.If you are a current SEC employee selected for this position, the standard percentage increases will be applied (i.e., 6% for non-supervisory and 10% for supervisory positions) if your selection results in a promotion. If your selection results in lateral movement (i.e. no change in grade) you will maintain your current salary. If your selection results in a change in grade from an SK-15 to an SK-16 you will maintain your current salary.Note: Your resume must directly address the definition of specialized experience listed in the qualification section of this announcement and must NOT contain pictures. For external candidates: Information on how your resume will be used for pay setting purposes can be found here.
  • Required, if you meet qualifications based on education: An unofficial college transcript. (Note: If you are selected for this position, official transcript will be required.)
  • Required, if applicable: CTAP/ICTAP documentation (a copy of a separation notice or other proof of eligibility for priority selection; a copy of an SF-50, Notification of Personnel Action, showing current position, grade, promotion potential, and duty location; AND a copy of your most recent performance appraisal.)
  • Required, if applicable: Veteran's Preference Documentation (DD-214, Member Copy 4 or other documentation containing dates of service and character of discharge. Disabled veterans and other applicants eligible for 10-point Veteran's Preference please include: documentation to validate your claim - VA letter, SF-15, etc).

If you are relying on your education to meet qualification requirements:

Education must be accredited by an accrediting institution recognized by the U.S. Department of Education in order for it to be credited towards qualifications. Therefore, provide only the attendance and/or degrees from schools accredited by accrediting institutions recognized by the U.S. Department of Education.

Failure to provide all of the required information as stated in this vacancy announcement may result in an ineligible rating or may affect the overall rating.

Salary

$140,830 - $238,592 per year