Mathematical Statistician (Data Scientist) or Statistician (Data Scientist) (2024)

Department of the Treasury

Internal Revenue Service

This job announcement has closed

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Summary

Click on "Learn more about this agency" button below to view Eligibilities being considered and other IMPORTANT information.

WHERE CAN I FIND OUT MORE ABOUT OTHER IRS CAREERS? Visit us on the web at www.jobs.irs.gov

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Overview

  • Reviewing applications
  • Open & closing dates

    07/22/2024 to 07/26/2024

  • Salary

    $103,409 - $167,336 per year

  • Pay scale & grade

    GS 13

  • Help

    Locations

    3 vacancies in the following locations:

    • (AK3237) 949 E 36 Ave Anchorage, AK
    • (AK0029) 101 12th Ave Fairbanks, AK
    • (AL1213) 417 20th St N Birmingham, AL
    • (AL2062) 202 W Adams St Dothan, AL
    • Show more locations (503)
  • Remote job

    No

  • Telework eligible

    Yes—as determined by the agency policy.

  • Travel Required

    Occasional travel - You may be expected to travel for this position.

  • Relocation expenses reimbursed

    No

  • Appointment type

    Permanent

  • Work schedule

    Full-time

  • Service

    Competitive

  • Promotion potential

    None

  • Job family (Series)

    1529 Mathematical Statistics

    1530 Statistics

  • Supervisory status

    No

  • Security clearance

    Not Required

  • Drug test

    No

  • Position sensitivity and risk

    Moderate Risk (MR)

  • Trust determination process

    Suitability/Fitness

  • Announcement number

    24-12486509B-ITX-1529/30-13

  • Control number

    800989400

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This job is open to

  • Career transition (CTAP, ICTAP, RPL) Federal employees who meet the definition of a "surplus" or "displaced" employee.
  • The public U.S. Citizens, Nationals or those who owe allegiance to the U.S.

Clarification from the agency

Open to U.S. Citizens/Nationals

Videos

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Duties

WHAT IS THE INFORMATION TECHNOLOGY (IT) DIVISION?
A description of the business units can be found at: https://www.jobs.irs.gov/about/who/business-divisions

Vacancies will be filled in the following specialty areas:
ACIO Strategy and Planning

The following are the duties of this position at the full working level.

  • Assists the supervisor in determining the scope, goals and schedules for future programs in the Office. Results have a direct impact on assigned area's policy. Acts as a troubleshooter in resolving bottlenecks at any step in a project by identifying and proposing solutions; this may include coordination with other project team members or stakeholders to mitigate issues.
  • Collaborates with business and technology partners to understand business needs, identify opportunities, and develop and implement analytical solutions.
  • Identifies and assesses relevant data sources' validity and reliability to meet project needs.
  • Collates, cleans, transforms, analyzes, and integrates structured and unstructured data from various sources in preparation for analysis.
  • Applies scientific, data mining, and statistical theory and methods to test hypotheses using structured and unstructured data.

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Requirements

Conditions of Employment

  • Must be a U.S. Citizen or National and provide proof of U.S. Citizenship. (Birth certificate showing birth in the U.S; Unexpired U.S. Passport; Certificate of Citizenship or Naturalization; or Report of Birth Abroad of a U.S. Citizen (Form FS-240))
  • Undergo a review of prior performance/conduct and an income tax verification. Refer to "Get Your Tax Record" at http://www.irs.gov/(https://www.irs.gov/individuals/get-transcript) to check the status of your account, balance owed, payment history, make a payment, or review answers to tax questions. If you are not in compliance, you will be determined unsuitable for employment with IRS.
  • This position requires that the successful candidate undergo personnel vetting, which includes a background investigation and enrollment upon onboarding into "Continuous Vetting." Enrollment in Continuous Vetting will result in automated record checks being conducted throughout one's employment with Treasury. The successful candidate will also be enrolled into FBI's Rap Back service, which will allow Treasury to receive notification from the FBI of criminal matters (e.g., arrests, charges, convictions) involving enrolled individuals in near real-time. For more information regarding your rights refer to Noncriminal Justice Applicant's Privacy Rights - FBI, FD-258 Privacy Act Statement - FBI, and SEAD-3-Reporting-U.pdf (dni.gov).
  • Complete a Declaration for Federal Employment to determine your suitability for Federal employment, at the time requested by the agency.
  • Go through a Personal Identity Verification (PIV) process that requires two forms of identification from the Form I-9. Federal law requires verification of the identity and employment eligibility of all new hires in the U.S. These documents must be unexpired original or certified copies.
  • The Fair Chance to Compete for Jobs Act prohibits the Department of Treasury and its bureaus from requesting an applicant's criminal history record before that individual receives a conditional offer of employment. In accordance with 5 U.S. Code § 9202(c) and 5 C.F.R § 920.201 certain positions are exempt from the provisions of the Fair Chance to Compete Act. Applicants who believe they have been subjected to a violation of the Fair Chance to Compete for Jobs Act, may submit a written complaint to the Department of Treasury by email at, FairChanceAct@treasury.gov. To learn more, please visit our page at: Treasury.gov/fairchanceact.

Qualifications

Federal experience is not required. The experience may have been gained in the public sector, private sector or Volunteer Service. One year of experience refers to full-time work; part-timework is considered on a prorated basis. To ensure full credit for your work experience, please indicate dates of employment by month/year, and indicate number of hours worked per week, on your resume.

You must meet the following requirements by the closing date of this announcement:

GS-1530 Statistician (Data Scientist) Basic Requirements:You must have 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 -- courses as shown 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.

GS-1529 Mathematical Statistician (Data Scientist) Basic Requirements:You must have a degree that included courses in mathematics and statistics totaling at least 24 semester hours. This course work must have included a minimum of 12 semester hours of mathematics and 6 semester hours were in statistics. Courses acceptable toward meeting the mathematics course requirement must have included at least four of the following: differential calculus, integral calculus, advanced calculus, theory of equations, vector analysis, advanced algebra, linear algebra, mathematical logic, differential equations, or any other advanced course in mathematics for which one of these was a prerequisite. Courses in mathematical statistics or probability theory with a prerequisite of elementary calculus or more advanced courses will be accepted toward meeting the mathematics requirements, with the provision that the same course cannot be counted toward both the mathematics and the statistics requirement.
OR
A combination of education and experience that includes at least 24 semester hours of mathematics and statistics, including at least 12 hours in mathematics and 6 hours in statistics, as described above; and Experience that showed evidence of statistical work such as (a) sampling, (b) collecting, computing, and analyzing statistical data, and (c) applying known statistical techniques to data such as measurement of central tendency, dispersion, skewness, sampling error, simple and multiple correlation, analysis of variance, and tests of significance.

SPECIALIZED EXPERIENCE FOR GS-13:You must have one year of specialized experience at a level of difficulty and responsibility equivalent to the GS-12 grade level in the Federal service. Specialized experience for this position includes all of the following: Experience applying project management principles on a data science project. Experience planning and executing a variety of data science and/or analytics projects. Experience using data mining process models (such as CRISP-DM, SEMMA, etc.,) to design and execute data science project. Experience preparing and analyzing structured and unstructured datasets to explore and evaluate data science centric models. Experience working with multiple data types and formats as a part of a data science project. Experience applying a range of analytic approaches, including (but not limited to) machine learning, text analytics, and natural language processing; graph theory, link analysis and optimization models; complex adaptive systems; and/or deep learning neural networks that are part of the exploration. Experience coding in various programming languages (such as R, Python, SQL, or JAVA) to conduct various phases of data science projects. Experience creating and querying different datastores and architectures (such as Sybase, Oracle, and open-source databases) to work with various types of data as part of the data science project. Experience using tools for data visualization (graphs, tables, charts, etc.,) and end-user business intelligence.

For more information on qualifications please refer to OPM's Qualifications Standards.

Education

For positions with an education requirement, or if you are qualifying for this position by substituting education or training for experience, submit a copy of your transcripts or equivalent. An official transcript will be required if you are selected.

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.

Additional information

  • Subject to a 1-year probationary period (unless already completed).
  • Have your salary sent to a financial institution of your choice by Direct Deposit/Electronic Funds Transfer.
  • If you are a male applicant born after December 31, 1959, certify that you have registered with the Selective Service System or are exempt from having to do so.
  • We may select from this announcement or any other source to fill one or more vacancies. Additional jobs may be filled.
  • The salary range indicated in this announcement reflects the minimum locality pay up to maximum locality pay for all duty locations listed. The range will be adjusted for selected duty location. General Schedule locality pay tables may be found under Salaries & Wages.
  • This is a bargaining unit position.
  • Tour of Duty: Day Shift: Start and stop times between 6:00am and 6:00pm
  • Alternative work schedule, staggered work hours or telework may be available.
  • In the event that a building is closed due to rent management, new hires may be placed in a local commuting location.
  • Telework Eligible Positions: Telework eligible positions do not guarantee telework. Employees must meet and sustain IRS telework eligibility requirements (e.g., reporting at least twice a pay period to your assigned Post of Duty (POD)) and supervisor's approval to participate in the IRS Telework Program. Employees must also be within a 200-mile radius of their official assigned post-of-duty (POD) while in a telework status. As a reminder - If you are selected for a position, you are responsible for reporting to your designated POD (location) on the negotiated start date or as directed by management.
  • Relocation expenses - no
  • Obtain and use a Government-issued charge card for business-related travel.

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  • Help

    A career with the U.S. government provides employees with a comprehensive benefits package. As a federal employee, you and your family will have access to a range of benefits that are designed to make your federal career very rewarding. Opens in a new windowLearn more about federal benefits.

    Review our benefits

    Eligibility for benefits depends on the type of position you hold and whether your position is full-time, part-time or intermittent. Contact the hiring agency for more information on the specific benefits offered.

How You Will Be Evaluated

You will be evaluated for this job based on how well you meet the qualifications above.

Your application includes your resume, responses to the online questions, and required supporting documents. Please be sure that your resume includes detailed information to support your qualifications for this position; failure to provide sufficient evidence in your resume may result in a "not qualified" determination. Applicants who disqualify themselves will not be evaluated further.

Rating: You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):

  • Attention to Detail
  • Oral Communication
  • Planning and Evaluating
  • Statistical Methods
  • Technical Competence
  • Writing

Category rating will be used to rank and select eligible candidates. If qualified, you will be assigned to one of two quality level categories, CAT A/B, CAT C depending on your responses to the online questions, regarding your experience, education, and training related to this position. Your rating may be lowered if your responses to the online questions are not supported by the education and/or experience described in your application.

Referral: If you are among the top qualified candidates, your application may be referred to a selecting official for consideration. Candidates, if required to participate in a selection interview (telephonic and/or in person at the discretion of the Selecting Official in accordance with hiring practices), will be interviewed in quality group order. We will not reimburse costs related to the interview such as travel to and from the interview site.

Veterans' preference is applied after applicants are assessed. Qualified preference eligibles who have a compensable service-connected disability of 10 percent or more (CPS, CP) are placed at the top of the highest category on the referral list (except for scientific or professional positions at the GS-9 level or higher). Remaining preference eligibles are placed above non-preference eligibles within their assigned category.

If you are a displaced or surplus Federal employee (eligible for the Career Transition Assistance Plan (CTAP)/Interagency Career Transition Assistance Plan (ICTAP), you must receive a rating of category C to be rated as "well qualified" to receive special selection priority.

  • Help

    A career with the U.S. government provides employees with a comprehensive benefits package. As a federal employee, you and your family will have access to a range of benefits that are designed to make your federal career very rewarding. Opens in a new windowLearn more about federal benefits.

    Review our benefits

    Eligibility for benefits depends on the type of position you hold and whether your position is full-time, part-time or intermittent. Contact the hiring agency for more information on the specific benefits offered.

  • As a new or existing federal employee, you and your family may have access to a range of benefits. Your benefits depend on the type of position you have - whether you're a permanent, part-time, temporary or an intermittent employee. You may be eligible for the following benefits, however, check with your agency to make sure you're eligible under their policies.

    The following documents are required and must be provided with your application. All application materials, including transcripts, must be in English.

    1. Resume - Your resume MUST contain dates of employment (i.e., month/year to month/year or present). To ensure you receive full credit for relevant experience, include the hours worked per week. We recommend that your resume not exceed 5 pages. If including Federal service experience, you MUST provide the pay plan, series, and grade, i.e., GS-0301-09. If the pay plan, series, and grade are not provided, it may result in an ineligible determination.
      Your resume must NOT include photographs, classified or government sensitive information, social security number (SSN), encrypted/digitally signed documents, or other inappropriate material or content. If your resume contains prohibited information as listed above, your application will be determined ineligible, and you will not receive consideration for this position. (Cover letters are optional.) Please view Resume Tips.
      It is also recommended that your resume not include personal information such as age, gender, religion, race, disability, etc.
    2. Online Application - Questionnaire
    3. Education - See Education Section above
    4. Registration/License (if applicable) - active, current registration/license
    5. Veterans' Preference (if applicable) - You MUST submit a copy of your DD-214 (Member 4 copy), or other official documentation from a branch of the Armed Forces or the Department of Veterans Affairs showing dates of service and type of discharge. If you are serving under active duty, provide certification from the Armed Forces that you will be discharged or released within 120 days from the date of certification. The certification must indicate your dates of service, rank and that you will be separated under honorable conditions.
      10-point preference eligible - Submit an Application for 10-point Veteran Preference, SF-15, along with the required documentation listed on the back of the SF-15. Veterans Affairs/Armed Forces certification must include the percentage of the service-connected disability or disabilities (including the "combined" percentage if you have more than one disability). Refer to FedsHireVets for additional information on veterans' preference.
    6. Career Transition Assistance Plan (CTAP) (if applicable) - You MUST submit the required documentation as outlined at: Career Transition Assistance Plan (CTAP). If you are an IRS CTAP eligible, you can apply for jobs within and outside the commuting area. If you are a Treasury CTAP eligible can apply for jobs within the commuting area.
    7. Interagency Career Transition Assistance Plan (ICTAP) (if applicable) - If you are a displaced or surplus Federal employee, click Interchange Career Transition Assistance Plan (ICTAP) for eligibility and a detailed list of required documents.
    8. High School Diploma (or equivalent) - If you are 16 or 17 years of age, you MUST submit documentation of graduation from high school (or equivalent); OR completion of a formal vocational training program; OR statement from school authorities agreeing with your decision to pursue employment rather than continuing your education.

    Please note that if you do not provide all required information, as specified in this announcement, your application will be determined incomplete, and you will not be considered for this position (or may not receive the special consideration for which you may be eligible).

  • The following instructions outline our application process. You must complete this application process and submit any required documents by 11:59 p.m. Eastern Time (ET) on 07/26/2024 and/or cut-off dates in this announcement. We are available to assist you during business hours (normally 8:00 a.m. - 4:00 p.m. ET, Monday - Friday). If applying online poses a hardship, please contact us by noon ET on 07/26/2024.

    To preview the Application Questionnaire, please click the following link: https://apply.usastaffing.gov/ViewQuestionnaire/12486509

    • To begin the application process, click the "Apply Online" button.
    • You will be re-directed to USA STAFFING to complete your application process; answer the online questions and submit all required documents. (To submit supporting documents, import documents from USAJOBS to the appropriate document types. If the document you need was not imported from USAJOBS, you may upload it directly into this application. To protect your privacy, we suggest you first remove your SSN).
    • To complete, you must click the "Submit Application" button prior to 11:59 PM (ET) on 07/26/2024.

    To update your application, including supporting documentation, at any time during the announcement open period, return to your USAJOBS account (https://my.usajobs.gov/Account/Login). There you will find a record of your application, the application status, and an option to Update Application. This option will no longer be available once the announcement has closed.

    To verify the status of your application both during and after the announcement open period, log into your USAJOBS account: https://my.usajobs.gov/Account/Login . All of your applications will appear on the Welcome page. The application record in your USAJOBS account provides an Additional Application Information page that provides information regarding the documentation you submitted and any correspondence we have sent related to this application. The Application Status will appear along with the date your application was last updated. For information on what each Application Status means, visit: https://www.usajobs.gov/Help/how-to/application/status/.

    Agency contact information

    IRS Brookhaven External

    Email
    HCO.EO.BRKEXT@irs.gov

    Address
    IT - ACIO Strategy and Planning
    1111 Constitution Ave NW
    Washington, DC 20224
    US

    Learn more about this agency

    Next steps

    Treasury believes in a working environment that supports inclusion; to review reasonable accommodation policies and procedures please visit https://www.opm.gov/policy-data-oversight/disability-employment/reasonable-accommodations/. We provide reasonable accommodation to applicants with disabilities on a case-by-case basis; contact us if you require this for any part of the application and hiring process.

    Once your application package and online questionnaire is received you will receive an acknowledgement email. You are responsible for checking status updates and notifications in USAJOBS. Hard copy notifications will not be sent to you. You may check the status of your application for this position at any time by logging onto the USAJOBS "My Account" tab and clicking on "Application Status." For a more detailed update of your application status, you may click on "more information." Please notify us if your contact information changes after the closing date of the announcement. If your email mailbox is full or blocked (SPAM) you may not receive important communication that could affect your consideration for this position.

  • The Federal hiring process is set up to be fair and transparent. Please read the following guidance.

    • Criminal history inquiries
    • Equal Employment Opportunity (EEO) Policy
    • Financial suitability
    • New employee probationary period
    • Privacy Act
    • Reasonable accommodation policy
    • Selective Service
    • Signature and false statements
    • Social security number request

Help

Required Documents

The following documents are required and must be provided with your application. All application materials, including transcripts, must be in English.

  1. Resume - Your resume MUST contain dates of employment (i.e., month/year to month/year or present). To ensure you receive full credit for relevant experience, include the hours worked per week. We recommend that your resume not exceed 5 pages. If including Federal service experience, you MUST provide the pay plan, series, and grade, i.e., GS-0301-09. If the pay plan, series, and grade are not provided, it may result in an ineligible determination.
    Your resume must NOT include photographs, classified or government sensitive information, social security number (SSN), encrypted/digitally signed documents, or other inappropriate material or content. If your resume contains prohibited information as listed above, your application will be determined ineligible, and you will not receive consideration for this position. (Cover letters are optional.) Please view Resume Tips.
    It is also recommended that your resume not include personal information such as age, gender, religion, race, disability, etc.
  2. Online Application - Questionnaire
  3. Education - See Education Section above
  4. Registration/License (if applicable) - active, current registration/license
  5. Veterans' Preference (if applicable) - You MUST submit a copy of your DD-214 (Member 4 copy), or other official documentation from a branch of the Armed Forces or the Department of Veterans Affairs showing dates of service and type of discharge. If you are serving under active duty, provide certification from the Armed Forces that you will be discharged or released within 120 days from the date of certification. The certification must indicate your dates of service, rank and that you will be separated under honorable conditions.
    10-point preference eligible - Submit an Application for 10-point Veteran Preference, SF-15, along with the required documentation listed on the back of the SF-15. Veterans Affairs/Armed Forces certification must include the percentage of the service-connected disability or disabilities (including the "combined" percentage if you have more than one disability). Refer to FedsHireVets for additional information on veterans' preference.
  6. Career Transition Assistance Plan (CTAP) (if applicable) - You MUST submit the required documentation as outlined at: Career Transition Assistance Plan (CTAP). If you are an IRS CTAP eligible, you can apply for jobs within and outside the commuting area. If you are a Treasury CTAP eligible can apply for jobs within the commuting area.
  7. Interagency Career Transition Assistance Plan (ICTAP) (if applicable) - If you are a displaced or surplus Federal employee, click Interchange Career Transition Assistance Plan (ICTAP) for eligibility and a detailed list of required documents.
  8. High School Diploma (or equivalent) - If you are 16 or 17 years of age, you MUST submit documentation of graduation from high school (or equivalent); OR completion of a formal vocational training program; OR statement from school authorities agreeing with your decision to pursue employment rather than continuing your education.

Please note that if you do not provide all required information, as specified in this announcement, your application will be determined incomplete, and you will not be considered for this position (or may not receive the special consideration for which you may be eligible).

Help

How to Apply

The following instructions outline our application process. You must complete this application process and submit any required documents by 11:59 p.m. Eastern Time (ET) on 07/26/2024 and/or cut-off dates in this announcement. We are available to assist you during business hours (normally 8:00 a.m. - 4:00 p.m. ET, Monday - Friday). If applying online poses a hardship, please contact us by noon ET on 07/26/2024.

To preview the Application Questionnaire, please click the following link: https://apply.usastaffing.gov/ViewQuestionnaire/12486509

  • To begin the application process, click the "Apply Online" button.
  • You will be re-directed to USA STAFFING to complete your application process; answer the online questions and submit all required documents. (To submit supporting documents, import documents from USAJOBS to the appropriate document types. If the document you need was not imported from USAJOBS, you may upload it directly into this application. To protect your privacy, we suggest you first remove your SSN).
  • To complete, you must click the "Submit Application" button prior to 11:59 PM (ET) on 07/26/2024.

To update your application, including supporting documentation, at any time during the announcement open period, return to your USAJOBS account (https://my.usajobs.gov/Account/Login). There you will find a record of your application, the application status, and an option to Update Application. This option will no longer be available once the announcement has closed.

To verify the status of your application both during and after the announcement open period, log into your USAJOBS account: https://my.usajobs.gov/Account/Login . All of your applications will appear on the Welcome page. The application record in your USAJOBS account provides an Additional Application Information page that provides information regarding the documentation you submitted and any correspondence we have sent related to this application. The Application Status will appear along with the date your application was last updated. For information on what each Application Status means, visit: https://www.usajobs.gov/Help/how-to/application/status/.

Read more

Agency contact information

IRS Brookhaven External

Email
HCO.EO.BRKEXT@irs.gov

Address
IT - ACIO Strategy and Planning
1111 Constitution Ave NW
Washington, DC 20224
US

Learn more about this agency

Next steps

Treasury believes in a working environment that supports inclusion; to review reasonable accommodation policies and procedures please visit https://www.opm.gov/policy-data-oversight/disability-employment/reasonable-accommodations/. We provide reasonable accommodation to applicants with disabilities on a case-by-case basis; contact us if you require this for any part of the application and hiring process.

Once your application package and online questionnaire is received you will receive an acknowledgement email. You are responsible for checking status updates and notifications in USAJOBS. Hard copy notifications will not be sent to you. You may check the status of your application for this position at any time by logging onto the USAJOBS "My Account" tab and clicking on "Application Status." For a more detailed update of your application status, you may click on "more information." Please notify us if your contact information changes after the closing date of the announcement. If your email mailbox is full or blocked (SPAM) you may not receive important communication that could affect your consideration for this position.

Read more

Fair & Transparent

The Federal hiring process is set up to be fair and transparent. Please read the following guidance.

  • Criminal history inquiries
  • Equal Employment Opportunity (EEO) Policy
  • Financial suitability
  • New employee probationary period
  • Privacy Act
  • Reasonable accommodation policy
  • Selective Service
  • Signature and false statements
  • Social security number request

This job originated on www.usajobs.gov. For the full announcement and to apply, visit www.usajobs.gov/job/800989400. Only resumes submitted according to the instructions on the job announcement listed at www.usajobs.gov will be considered.

Mathematical Statistician (Data Scientist) or Statistician (Data Scientist) (2024)

FAQs

Is mathematical statistics useful for data science? ›

Data science has seen exponential growth in recent years, with businesses across various sectors leveraging data to make informed decisions. A strong understanding of statistics, mathematics, and programming is essential to excel in this field.

Should I be a statistician or data scientist? ›

Data science is an interdisciplinary field that primarily concerns big data handling and predictive modeling and focuses on real-world problems. Statistics, on the other hand, offers a combination of mathematics and statistics for inference and testing.

Is it statistician or statistician? ›

A statistician is a person who works with theoretical or applied statistics. The profession exists in both the private and public sectors. It is common to combine statistical knowledge with expertise in other subjects, and statisticians may work as employees or as statistical consultants.

Do data scientists make more than statisticians? ›

It's a combination of several factors. Data scientists have techniques to handle big data, while most statisticians only operate on small datasets. Many companies now have big data, and need help to make sense of it. The output from statisticians is knowledge while the output from data scientists can also be products.

Can I do data science if I am weak in maths? ›

If you don't like math or struggle with statistics, data science can still be a great career for you — as long as you're willing to take the time to learn some important mathematical concepts. The first thing to know is that, as a data scientist, you will need to know a certain level of math for data science.

Why do scientists prefer mathematical data? ›

Math provides the foundation for building models and analyzing data, while statistics helps interpret the results and draw meaningful conclusions. This combined expertise empowers data scientists to not only extract insights from data but also explain the reasoning behind them with confidence.

Who earns more data scientist or data scientist? ›

In general, data scientists tend to earn more than data analysts, but this can vary depending on various factors such as the industry, location, level of experience, and specific job responsibilities.

Is statistician a high paying job? ›

Best-Paying States for Statisticians

The states and districts that pay Statisticians the highest mean salary are New York ($137,840), California ($136,210), Wyoming ($131,680), Connecticut ($128,630), and Maryland ($122,340).

Which is harder, statistics or data science? ›

Statistics: Process. The data science process is much more complex than the statistical process. It involves several steps, each requiring significant time and effort.

How much do mathematical statisticians make FDA? ›

The average Mathematical Statistician base salary at U.S. Food and Drug Administration is $121K per year.

Are statisticians still in demand? ›

Job Outlook

Overall employment of mathematicians and statisticians is projected to grow 11 percent from 2023 to 2033, much faster than the average for all occupations. About 2,500 openings for mathematicians and statisticians are projected each year, on average, over the decade.

Do I need a PhD to be a statistician? ›

Most statisticians require at least a university degree in STEM (Science, Technology, Engineering, and Math). However, some even require a postgraduate degree, such as a Master's or PhD. The most desirable qualification to obtain is a statistics degree (or above).

What type of data scientists make the most money? ›

9 highest paying data scientist jobs
  • Business intelligence analyst. ...
  • Statistician. ...
  • Business intelligence developer. ...
  • Data modeler. ...
  • Data scientist. ...
  • Data architect. ...
  • Big data engineer. ...
  • Machine learning engineer.
Apr 18, 2024

Can a statistician be a data scientist? ›

Data scientists use statistical analysis. However, data scientists need to be familiar with statistics, among other areas.In some cases, people with a background or education in statistics can gain additional knowledge through a degree program or job training and begin a data science career.

Should I do statistics or data science? ›

Data science problems often relate to making predictions and optimizing search of large databases. In contrast, the problems studied by statistics are more often focused on drawing conclusions about the world at large.

What statistics do you need for data science? ›

Statistics Needed for Data Science

For example, data analysis requires descriptive statistics and probability theory, at a minimum. These concepts will help you make better business decisions from data. Key concepts include probability distributions, statistical significance, hypothesis testing, and regression.

What mathematical field is useful in data science? ›

Data Scientists use three main types of math—linear algebra, calculus, and statistics. Probability is another math data scientists use, but it is sometimes grouped together with statistics.

Is mathematical statistics important? ›

Statistics may be used to study the vast amounts of data we have about these systems and look for patterns. Mathematical and Statistical models can be used to understand and make predictions about such diverse things as glacial movement, seismic events, and tsunamis.

Are mathematicians good at data science? ›

Mathematics is an integral part of data science. Any practicing data scientist or person interested in building a career in data science will need to have a strong background in specific mathematical fields. Depending on your career choice as a data scientist, you will need at least a B.A., M.A., or Ph. D.

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