What General Information Do I Need To Know About This Position?
The government-wide direct hire authority for Mathematical Statistician is being used to fill this position.
NOTE: First time hires to the Federal Government are typically hired at the Step 01.
The incumbent serves as a machine learning specialist for the IIDD Data Science Branch, developing rigorous methods of scientific inquiry and analysis associated with the large data resources of the WMA and the USGS as a whole.
Summary
What General Information Do I Need To Know About This Position?
The government-wide direct hire authority for Mathematical Statistician is being used to fill this position.
NOTE: First time hires to the Federal Government are typically hired at the Step 01.
The incumbent serves as a machine learning specialist for the IIDD Data Science Branch, developing rigorous methods of scientific inquiry and analysis associated with the large data resources of the WMA and the USGS as a whole.
As a Mathematical Statistician within the Integrated Information Dissemination Division of the Data Science Branch, some of your specific duties will include:
• Researches existing machine learning techniques, and applies appropriate methods towards prediction. • Applies deep learning frameworks (e.g., PyTorch, TensorFlow) to a variety of problems, including time-series modeling and outlier detection. • Engages colleagues on hybrid modeling techniques, including efforts to combine theory and empirical (e.g., machine learning) models. • Employs analytical, mathematical, and statistical theories and practices to design appropriate machine learning modeling approaches. • Builds training, validation, and testing datasets in a robust and reproducible way to train models and evaluate model performance. • Delivers model results in appropriate formats (e.g., reports, visuals, presentations, and structured output data). • Conducts research as needed to support modeling studies and prepare written products to convey research-based knowledge and information to a variety of audiences. • Writes code to automate model prep, execution, evaluation, and presentation of results.
Suitable for Federal employment, as determined by background investigation.
Selectee may be subject to serving a one-year probationary period.
More requirements are listed under Qualifications and Other Information.
Are There Any Special Requirements For This Position?
Because this position requires travel for official business, the selectee will be required to apply for a charge card within 30 calendar days of appointment. Individuals who have delinquent account balances from a previous Government charge card will be required to satisfy their existing obligation before a new card can be issued.
A background investigation will be required for this position. Continued employment will be subject to the applicant's successful completion of a background security investigation and favorable adjudication. Failure to successfully meet these requirements will be grounds for termination.
Throughout the recruitment and hiring process we will be communicating with you via email; therefore, it is imperative that the email address you provide when applying for this vacancy remains active. Should your email address change, please notify the point of contact identified in the vacancy announcement as soon as possible so that we can update our system.
In addition to the basic education requirements, you must have 1-year of specialized experience equivalent to the next lower grade level in the Federal service. Examples of such experience include using machine learning approaches to make predictions, applying existing machine learning tools to model time-series dynamics, and applying machine learning to data analysis problems. This work experience would have involved following established methods and procedures, or detailed instructions; using some judgment in applying basic principles and procedures, and would have required a good general working knowledge of the principles and the theories of mathematics and/or statistics.
You must meet all qualification and eligibility requirements for the position by the closing date of the announcement.
Education
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.
Education completed in colleges or universities outside the United States may be used to meet the above requirements. You must provide acceptable documentation that the foreign education is comparable to that received in an accredited educational institution in the United States. For more information on how foreign education is evaluated, visit: https://www.usgs.gov/about/organization/science-support/human-capital/how-foreign-education-evaluated-federal-jobs .
Additional information
Applicants who include vulgar, offensive, or inappropriate language or information in their application package will be ineligible for further consideration for this position.
Identification of promotion potential in this announcement does not constitute a commitment or an obligation on the part of management to promote the employee selected at some future date. Promotion will depend upon administrative approval and the continuing need for and performance of higher-level duties.
Under Executive Order 11935, only United States citizens and nationals (residents of American Samoa and Swains Island) may compete for civil service jobs. Agencies are permitted to hire non-citizens only in very limited circumstances where there are no qualified citizens available for the position.
USGS employees are subject to Title 43, USC Section 31(a) and may not: (a) have any personal, private, direct or indirect interest in lands or mineral wealth of lands under survey; (b) have any substantial personal, private, direct or indirect interests in any private mining or mineral enterprise doing business with the United States; or (c) execute surveys or examinations for private parties or corporations.
The application contains information subject to the Privacy Act (P.L. 93-579, 5 USC 552a). The information is used to determine qualifications for employment, and is authorized under Title 5, USC, Section 3302 and 3361.
DOI uses E-Verify to confirm the employment eligibility of all newly hired employees. To learn more about E-Verify, including your rights and responsibilities, please visit www.dhs.gov/E-Verify.
THE FEDERAL GOVERNMENT IS AN EQUAL OPPORTUNITY EMPLOYER.
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.
USGS has determined that the duties of this position are suitable for telework and the selectee may be allowed to telework with supervisor approval. The official worksite for the selectee is the duty station identified in this vacancy announcement. The selectee will typically report to this duty location on a regular and recurring weekly basis.
For additional information on our internal telework policy, please reference the Department of the Interior Telework Handbook at: https://www.doi.gov/telework/policies.
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.
--Basis of Rating: The government-wide direct hire authority for Mathematical Statistician is being used to fill this position. All applicants who meet the eligibility requirements and minimum qualification requirements will be referred for consideration.
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.
USGS has determined that the duties of this position are suitable for telework and the selectee may be allowed to telework with supervisor approval. The official worksite for the selectee is the duty station identified in this vacancy announcement. The selectee will typically report to this duty location on a regular and recurring weekly basis.
For additional information on our internal telework policy, please reference the Department of the Interior Telework Handbook at: https://www.doi.gov/telework/policies.
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.
--If this position requires specific educational course work to qualify, or you are qualifying based in whole or part on education, you are required to provide all unofficial transcripts (undergraduate, graduate, etc.) or list of course work, which includes semester hours earned and grade received, by the closing date of this announcement or you will be disqualified from further consideration. This proof may be faxed, document uploaded, or hand delivered to the servicing Human Resources Office (see "Required Documents" and/or "Contact Information"). Please ensure that all documentation is legible.
--If you are claiming CTAP/ICTAP eligibility, the Servicing Human Resources Office must receive proof by the closing date of this announcement that you meet the requirements of 5 CFR 330 Subpart F for CTAP and 5 CFR 330 Subpart G for ICTAP or you will not receive priority consideration. This includes a copy of the agency notice, your most recent Performance Rating, and your most recent SF-50 noting current position, grade level, and duty location. Required documents may be faxed, uploaded, or hand delivered to the servicing Human Resources Office (see "Contact Information"). If you are a CTAP or ICTAP eligible, you will be considered well qualified if you: (1) meet the minimum qualification requirements listed in the vacancy announcement; and (2) possess the knowledge, skills, abilities, and/or competencies that exceed the minimum qualification requirements, as determined by a review of at least one subject matter expert, ensuring that you’re likely to be able to satisfactorily perform the duties of the position upon entry. For more information on CTAP/ICTAP please click here.
--Required documents may be: 1)faxed to the Agency Contact (see "Contact Information") 2)uploaded directly from your desktop 3)uploaded directly from your USAJOBS stored attachments 4)hand delivered to the servicing Human Resources Office (see 'Contact Information').
--Auto-Requested Fax: allows you to submit required documentation that will be electronically displayed along with your resume.
If you are relying on your education to meet qualification requirements:
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.
--Applications for this vacancy must be received on-line via USAJOBS BEFORE midnight Eastern Time (Washington, D.C. time) on the closing date of this announcement. If you fail to submit a complete online resume, you will not be considered for this position. Requests for extensions will not be granted. Most libraries, employment offices, and all USGS personnel offices can provide access to the Internet. If applying online poses a hardship for you, you must speak to someone in the Servicing Human Resources Office listed on this announcement PRIOR TO THE CLOSING DATE for assistance.
--Instructions for Applying Online for this Vacancy Announcement: 1)Click the blue "Apply Online" button. 2)If you are not a registered USAJOBS user, please create a new account and follow the instructions to complete your application process. If you are a registered user, login to access your existing USAJOBS profile. 3)As a registered user, select a stored resume and select one or more of your stored documents to attach to your application. 4)Check the "Certification" box and click the "Apply for this position now!" button located at the bottom of the screen. 5)Address the eligibility questions as well as the questionnaire containing questions and/or task statements that address the knowledge, skills, abilities and/or competencies for this vacancy. 6)Submit required documents using one of the available methods listed below. 7) If you experience technical difficulties during the online application process, please contact the USAJOBS helpdesk.
INTERIOR, Geological Survey
W 6th Ave Kipling St 612
Lakewood, Colorado 80225
United States
Next steps
--We expect to make a selection within 30-45 days of the closing date of this announcement. You will be notified via email of the outcome. You can also go to "My Account" within USAJOBS to review your Application Status.
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
--If this position requires specific educational course work to qualify, or you are qualifying based in whole or part on education, you are required to provide all unofficial transcripts (undergraduate, graduate, etc.) or list of course work, which includes semester hours earned and grade received, by the closing date of this announcement or you will be disqualified from further consideration. This proof may be faxed, document uploaded, or hand delivered to the servicing Human Resources Office (see "Required Documents" and/or "Contact Information"). Please ensure that all documentation is legible.
--If you are claiming CTAP/ICTAP eligibility, the Servicing Human Resources Office must receive proof by the closing date of this announcement that you meet the requirements of 5 CFR 330 Subpart F for CTAP and 5 CFR 330 Subpart G for ICTAP or you will not receive priority consideration. This includes a copy of the agency notice, your most recent Performance Rating, and your most recent SF-50 noting current position, grade level, and duty location. Required documents may be faxed, uploaded, or hand delivered to the servicing Human Resources Office (see "Contact Information"). If you are a CTAP or ICTAP eligible, you will be considered well qualified if you: (1) meet the minimum qualification requirements listed in the vacancy announcement; and (2) possess the knowledge, skills, abilities, and/or competencies that exceed the minimum qualification requirements, as determined by a review of at least one subject matter expert, ensuring that you’re likely to be able to satisfactorily perform the duties of the position upon entry. For more information on CTAP/ICTAP please click here.
--Required documents may be: 1)faxed to the Agency Contact (see "Contact Information") 2)uploaded directly from your desktop 3)uploaded directly from your USAJOBS stored attachments 4)hand delivered to the servicing Human Resources Office (see 'Contact Information').
--Auto-Requested Fax: allows you to submit required documentation that will be electronically displayed along with your resume.
If you are relying on your education to meet qualification requirements:
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.
--Applications for this vacancy must be received on-line via USAJOBS BEFORE midnight Eastern Time (Washington, D.C. time) on the closing date of this announcement. If you fail to submit a complete online resume, you will not be considered for this position. Requests for extensions will not be granted. Most libraries, employment offices, and all USGS personnel offices can provide access to the Internet. If applying online poses a hardship for you, you must speak to someone in the Servicing Human Resources Office listed on this announcement PRIOR TO THE CLOSING DATE for assistance.
--Instructions for Applying Online for this Vacancy Announcement: 1)Click the blue "Apply Online" button. 2)If you are not a registered USAJOBS user, please create a new account and follow the instructions to complete your application process. If you are a registered user, login to access your existing USAJOBS profile. 3)As a registered user, select a stored resume and select one or more of your stored documents to attach to your application. 4)Check the "Certification" box and click the "Apply for this position now!" button located at the bottom of the screen. 5)Address the eligibility questions as well as the questionnaire containing questions and/or task statements that address the knowledge, skills, abilities and/or competencies for this vacancy. 6)Submit required documents using one of the available methods listed below. 7) If you experience technical difficulties during the online application process, please contact the USAJOBS helpdesk.
INTERIOR, Geological Survey
W 6th Ave Kipling St 612
Lakewood, Colorado 80225
United States
Next steps
--We expect to make a selection within 30-45 days of the closing date of this announcement. You will be notified via email of the outcome. You can also go to "My Account" within USAJOBS to review your Application Status.
Fair and transparent
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
