The Bureau of Labor Statistics measures labor market activity, working conditions, price changes, and productivity in the U.S. economy to support public and private decision making.
Final duty location and commensurate salary based on locality pay rules will be determined at time of selection. This position allows for 100% virtual or an on-site flexible work schedule in Washington D.C. depending on selectees preference. Details will be worked out after selection.
Summary
The Bureau of Labor Statistics measures labor market activity, working conditions, price changes, and productivity in the U.S. economy to support public and private decision making.
Final duty location and commensurate salary based on locality pay rules will be determined at time of selection. This position allows for 100% virtual or an on-site flexible work schedule in Washington D.C. depending on selectees preference. Details will be worked out after selection.
This announcement is open to all U.S. Citizens. Also advertised as job # MS-22-CHI-BLS-017 status applicants; to be considered for each, apply to BOTH jobs.
This position is in the Office of Safety, Health, and Working Conditions which produces a wide range of information about workplace injuries and illnesses collected and reported annually through the Survey of Occupational Injuries and Illnesses (SOII) and the Census of Fatal Occupational Injuries (CFOI). This position develops, maintains, and implements machine learning and natural language processing systems that support these BLS data products. You can find more information about BLS autocoding of occupational injury and illness data here.
Specifically, the duties of this position are the following:
Trains machine learning models for text classification, information extraction, and record-linkage tasks using libraries including scikit-learn, Tensorflow, and PyTorch.
Uses GPUs to accelerate the training of deep neural networks.
Monitors and maintains production machine learning systems.
Integrates new machine learning systems with production processes.
Creates and maintains web applications and REST API’s using the Python programming language.
Uses programming languages to extract, load, analyze, and manipulate data.
Serves as a consultant to staff on these topics and provides training to internal or external audiences through informal and formal training, presentations, and technical seminars.
Appointment to this position may require a background investigation.
Requires a probationary period if the requirement has not been met.
This position is covered by Bargaining Union
Males must be registered for Selective Service, see www.sss.gov.
Applicants must meet time-in-grade, time-after-competitive-appointment and qualifications requirements within 30 calendar days after the closing date of the vacancy to be eligible for consideration for selection.
Federal Employees Please Note: Your SF-50 must include enough information to be able to determine that time-in-grade requirements have been met and reflects your position title, pay plan/series/grade, tenure and the type of appointment (i.e. competitive/excepted). In some cases you may need to submit more than one SF-50.
Reference the "Required Documents" section for additional requirements.
Notification Concerning COVID-19 Vaccinations. As required by Executive Order 14043, Federal executive branch employees are required to be fully vaccinated against COVID-19 regardless of the employee's duty location or work arrangement (e.g., telework, remote work, etc.), subject to such exceptions as required by law. If selected, you will be required to be vaccinated against COVID-19 and submit documentation of proof of vaccination by November 22, 2021, or before appointment or onboarding with the agency (if later than November 22, 2021). The agency will provide additional information regarding which forms of documentation can be accepted and how you can request a legally required exception from this requirement.
Qualifications
Basic Requirements:
Degree: in operations research; or at least 24 semester hours in a combination of operations research, mathematics, probability, statistics, mathematical logic, science, or subject-matter courses requiring substantial competence in college-level mathematics or statistics. At least 3 of the 24 semester hours must have been in calculus.
Specialized Experience:
In addition to the above Basic Requirements applicants must have one year of specialized experience to the next lower grade, GS-12, in the Federal Service or Priviate Sector.
Specialized experience is defined as professional experience:
Developing, maintaining and implementing machine learning and natural language processing systems.
Creating and maintaining computer applications using the Python programming language.
Your application must include evidence or a detailed description of your specialized experience.
Education
Any applicant falsely claiming an academic degree from an accredited school will be subject to actions ranging from disqualification from federal employment to removal from federal service.
If your education was completed at a foreign college or university, you must show comparability to education received in accredited educational institutions in the United States and comparability to applicable minimum course work requirements for this position. Click Evaluation of Foreign Education for more information.
Additional information
DOL seeks to attract and retain a high performing and diverse workforce in which employees’ differences are respected and valued to better meet the varying needs of the diverse customers we serve. DOL fosters a diverse and inclusive work environment that promotes collaboration, flexibility and fairness so that all individuals are able to participate and contribute to their full potential.
Position Telework eligibility is determined by management based on position duties during the recruitment process. Employee participation in telework on a routine or situational basis is determined by management primarily based on business needs. Employees participating in telework are subject to the terms and conditions of the Department of Labor’s Telework Program.
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.
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.
If you meet the minimum qualifications, you will be evaluated against the evaluation factors below and will be placed into a category based on your vacancy question responses.
Categories
Category A - Meets the basic qualification requirements for the vacancy and has successful experience in the same or similar job that has demonstrated superior proficiency in applying critical competencies required by this position to work of increased levels of difficulty and complexity.
Category B - Meets the basic qualification requirements for the vacancy and demonstrates satisfactory proficiency in the critical competencies required by this position.
Category C - Meets the specialized experience described in the minimum qualifications requirements section of this announcement and demonstrates proficiency in the basic competencies.
Evaluation Factors (Competencies) - All qualified applicants will be evaluated on the following key competencies:
Computer Languages – Knowledge of computer languages and their applications to enable a system to perform specific functions.
Artificial Intelligence – Knowledge of the principles, methods, and tools used to design systems that perform human intelligence functions.
Software Development – Knowledge of the principles, methods, and tools for designing, developing, and testing software in a given environment.
The information you provide on your resume may be verified by a review of your work experience, employment start/end dates/hours worked and/or education, by checking references and through other means (ex. interview). The examining Office of Human Resources (OHR) makes the final determination concerning applicant ratings. Your resume MUST provide sufficient information to substantiate your responses to the vacancy questions. If not, the OHR may amend your responses to more accurately reflect the level of competency indicated by the content of your resume. Your evaluation may also include a review by a Human Resources Specialist or panel and may include other assessments (ex. interview, panel review, written test, writing sample, etc.)
INFORMATION FOR ICTAP/CTAP ELIGIBLE(S) ONLY: If you are eligible for special priority selection under ICTAP/CTAP, you must be well-qualified for the position to receive consideration. ICTAP/CTAP eligible(s) who are placed into Category [INSERT WELL-QUALIFIED CATEGORY] or higher will be considered "well-qualified." Be sure to review DOL Account Eligibility Questions #24 to reflect that you are applying as an ICTAP or CTAP eligible and submit supporting documentation. Click Application of Veterans Preference for Category Rating Jobs for more information.
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.
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.
The following documents must be submitted by 11:59 p.m. (ET) on the vacancy closing date. You are not required to submit a document if it does not apply to you. Warning: If you submit a document using the same document title, the 2nd submission will OVERWRITE the 1st submission. Also, do not upload password-protected documents.
- Resumes are required - provide a resume either by creating one in USAJOBS or uploading one from your profile. To receive full consideration for relevant and specialized experience, please list the month, year, and the number of work hours worked for the experience listed on your resume. We also suggest that you preview the vacancy questions, and confirm that your resume supports your question responses.
- Veterans Documents (if applicable): To be considered as a 5-point preference eligible, you must submit a copy of your Certificate of Release or Discharge From Active Duty, DD214. Your DD-214 must show the type of discharge and dates of active duty. To claim 10-point preference, you must submit a copy of your DD214; an Application for 10-point Veteran's Preference, SF15; and the proof of entitlement of this preference which is normally an official statement, dated 1991 or later, from the Department of Veterans Affairs certifying to the present existence of the service-connected disability and indicating the percentage of your disability. (For active duty service members expecting honorable or general discharge or release within 120 days, click Active Duty). Without this documentation, you will not receive veteran's preference. For more information, go to https://www.fedshirevets.gov
- Displaced Employee Placement Documents – Only required if requesting priority consideration under CTAP or ICTAP eligibility.
- Cover Letters are not mandatory and will not be used to verify experience, but may be submitted. Applicants selected for employment who are not current DOL employees will be required to provide proof of citizenship, and the E-Verify system will be used to confirm the employment eligibility of all new hires.
Unofficial Transcript(s) (in English) - If you are using education as a basis for qualifying for this position, you must submit all applicable academic transcripts demonstrating that you meet the qualifying educational requirements (ex. BA/BS, MA, JD, Ph.D., etc.). If specific coursework is required to qualify, you must supply an unofficial transcript from each academic institution in which the required courses were taken in order to receive credit.
You may upload your unofficial transcript(s) as one document (3 MB size limit). If over 3 MB, please submit via fax feature.
NOTE: The OFFICIAL Transcript(s) MUST BE RECEIVED, if you are selected, and prior to receiving the firm offer with a start date.
Reference the “Education Section” for College Transcript and Evaluation of Foreign Education.
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.
To apply for this position, you must complete the initial online application, including submission of the required documentation specified in the "Required Documents" section.
Follow the steps below to apply. Your application and ALL required supplemental documents MUST be received by 11:59 pm Eastern Time (ET) on the vacancy closing date to receive consideration. Paper applications and supplemental documents submitted in any other manner without prior approval from the vacancy contact will not be considered. Click here for information on Reasonable Accommodations.
SAVE your information before the 30 MINUTE TIMEOUT! For help, go to USAJOBS Help Center.
STEP 1 - Create USAJOBS Account on www.usajobs.gov, including Resume and Saved Documents Your resume must provide sufficient information to substantiate your responses to the self-assessment vacancy questions. If not, HR may amend your responses to more accurately reflect the competency indicated by resume content. FOR EACH EMPLOYMENT PERIOD, include: start/end month & year and note full-time or part-time (if part-time, include # of hours worked per week); otherwise, your application may be considered incomplete.
STEP 2 - Complete the 1st part of the application process (USAJOBS) Once you have identified a job on USAJOBS that you wish to apply for, click on the title and click the "Apply" button. For questions about the vacancy, contact the Agency Contact at the bottom of the announcement. Click “Start Application” and proceed through the 5 steps noted at the top of the USAJOBS page. You will be able to select a resume and documents from your USAJOBS Account that you can submit as a package as part of your DOL application. At Step 5, click “Continue to Agency Site”.
STEP 3 – Complete the 2nd part of the application process (DOL) On the Department of Labor (DOL) page, create a DOL Account if you have not already and click “APPLY TO THIS VACANCY”. Continue through the 7 progress steps indicated by circles at the top of the DOL page. The 3rd progress step is where you answer the vacancy specific questions. The 4th progress step "Documents" is where you submit required documents (only if applicable to you) specified in the "Required Documents" section of this vacancy. If you submit a document using the same document title, the 2nd submission will OVERWRITE the 1st submission.
STEP 4 – On the “Review and Submit” step, click “Submit Application” The last “Confirmation” step will turn green noting that your application was submitted successfully.
STEP 5 - Edit Application as needed by 11:59 pm ET of Closing Date by returning to USAJOBS, clicking the vacancy, then “Update Application”.
Labor, Bureau of Labor Statistics
200 Constitution Ave., NW
Washington, District of Columbia 20210
United States
Next steps
Once your complete application is received, we will conduct an evaluation of your qualifications and refer candidates for selection consideration. Candidates will be referred to the hiring manager for further consideration and possible interview. You will be notified of the outcome. A selection is expected to be made within 30 calendar days from the issuance date of the certificate.
For instructions on how to check the status of your application, go to: USAJOBS Help Guide.
USAJOBS will no longer send status email notifications. You can check your application status in the TAS by logging into USAJOBS and in the Applicant Dashboard, click the hiring agency Talent Acquisition System (TAS). If the TAS does not provide application tracking information, contact the agency point of contact on the job announcement.
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
The following documents must be submitted by 11:59 p.m. (ET) on the vacancy closing date. You are not required to submit a document if it does not apply to you. Warning: If you submit a document using the same document title, the 2nd submission will OVERWRITE the 1st submission. Also, do not upload password-protected documents.
- Resumes are required - provide a resume either by creating one in USAJOBS or uploading one from your profile. To receive full consideration for relevant and specialized experience, please list the month, year, and the number of work hours worked for the experience listed on your resume. We also suggest that you preview the vacancy questions, and confirm that your resume supports your question responses.
- Veterans Documents (if applicable): To be considered as a 5-point preference eligible, you must submit a copy of your Certificate of Release or Discharge From Active Duty, DD214. Your DD-214 must show the type of discharge and dates of active duty. To claim 10-point preference, you must submit a copy of your DD214; an Application for 10-point Veteran's Preference, SF15; and the proof of entitlement of this preference which is normally an official statement, dated 1991 or later, from the Department of Veterans Affairs certifying to the present existence of the service-connected disability and indicating the percentage of your disability. (For active duty service members expecting honorable or general discharge or release within 120 days, click Active Duty). Without this documentation, you will not receive veteran's preference. For more information, go to https://www.fedshirevets.gov
- Displaced Employee Placement Documents – Only required if requesting priority consideration under CTAP or ICTAP eligibility.
- Cover Letters are not mandatory and will not be used to verify experience, but may be submitted. Applicants selected for employment who are not current DOL employees will be required to provide proof of citizenship, and the E-Verify system will be used to confirm the employment eligibility of all new hires.
Unofficial Transcript(s) (in English) - If you are using education as a basis for qualifying for this position, you must submit all applicable academic transcripts demonstrating that you meet the qualifying educational requirements (ex. BA/BS, MA, JD, Ph.D., etc.). If specific coursework is required to qualify, you must supply an unofficial transcript from each academic institution in which the required courses were taken in order to receive credit.
You may upload your unofficial transcript(s) as one document (3 MB size limit). If over 3 MB, please submit via fax feature.
NOTE: The OFFICIAL Transcript(s) MUST BE RECEIVED, if you are selected, and prior to receiving the firm offer with a start date.
Reference the “Education Section” for College Transcript and Evaluation of Foreign Education.
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.
To apply for this position, you must complete the initial online application, including submission of the required documentation specified in the "Required Documents" section.
Follow the steps below to apply. Your application and ALL required supplemental documents MUST be received by 11:59 pm Eastern Time (ET) on the vacancy closing date to receive consideration. Paper applications and supplemental documents submitted in any other manner without prior approval from the vacancy contact will not be considered. Click here for information on Reasonable Accommodations.
SAVE your information before the 30 MINUTE TIMEOUT! For help, go to USAJOBS Help Center.
STEP 1 - Create USAJOBS Account on www.usajobs.gov, including Resume and Saved Documents Your resume must provide sufficient information to substantiate your responses to the self-assessment vacancy questions. If not, HR may amend your responses to more accurately reflect the competency indicated by resume content. FOR EACH EMPLOYMENT PERIOD, include: start/end month & year and note full-time or part-time (if part-time, include # of hours worked per week); otherwise, your application may be considered incomplete.
STEP 2 - Complete the 1st part of the application process (USAJOBS) Once you have identified a job on USAJOBS that you wish to apply for, click on the title and click the "Apply" button. For questions about the vacancy, contact the Agency Contact at the bottom of the announcement. Click “Start Application” and proceed through the 5 steps noted at the top of the USAJOBS page. You will be able to select a resume and documents from your USAJOBS Account that you can submit as a package as part of your DOL application. At Step 5, click “Continue to Agency Site”.
STEP 3 – Complete the 2nd part of the application process (DOL) On the Department of Labor (DOL) page, create a DOL Account if you have not already and click “APPLY TO THIS VACANCY”. Continue through the 7 progress steps indicated by circles at the top of the DOL page. The 3rd progress step is where you answer the vacancy specific questions. The 4th progress step "Documents" is where you submit required documents (only if applicable to you) specified in the "Required Documents" section of this vacancy. If you submit a document using the same document title, the 2nd submission will OVERWRITE the 1st submission.
STEP 4 – On the “Review and Submit” step, click “Submit Application” The last “Confirmation” step will turn green noting that your application was submitted successfully.
STEP 5 - Edit Application as needed by 11:59 pm ET of Closing Date by returning to USAJOBS, clicking the vacancy, then “Update Application”.
Labor, Bureau of Labor Statistics
200 Constitution Ave., NW
Washington, District of Columbia 20210
United States
Next steps
Once your complete application is received, we will conduct an evaluation of your qualifications and refer candidates for selection consideration. Candidates will be referred to the hiring manager for further consideration and possible interview. You will be notified of the outcome. A selection is expected to be made within 30 calendar days from the issuance date of the certificate.
For instructions on how to check the status of your application, go to: USAJOBS Help Guide.
USAJOBS will no longer send status email notifications. You can check your application status in the TAS by logging into USAJOBS and in the Applicant Dashboard, click the hiring agency Talent Acquisition System (TAS). If the TAS does not provide application tracking information, contact the agency point of contact on the job announcement.
Fair and transparent
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
