Data Scientist jobs in District of Columbia
Data Scientist identifies trends, patterns, and anomalies found in big data sets by performing extensive data analysis to develop insights. Performs data mining, cleaning, and aggregation processes to prepare data, implement data models, conduct analysis, and develop databases. Being a Data Scientist interprets results from multiple structured and unstructured data sources using programming, statistical, and analytical techniques and tools. Collaborates with teams to understand each data analysis projects' underlying purpose, focus, and objectives. Additionally, Data Scientist designs, develops, and implements the most valuable data-driven solutions for the organization. May require a master's degree in computer science, mathematics, engineering or equivalent. Typically reports to a manager. The Data Scientist work is closely managed. Works on projects/matters of limited complexity in a support role. To be a Data Scientist typically requires 0-2 years of related experience. (Copyright 2024 Salary.com)
Recently Added Data Scientist jobs
- US Internal Revenue Service
-
Washington, DC
FULL_TIME
-
Duties
WHAT IS THE ONLINE SERVICESDIVISION?
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:
OLS - USER EXPERIENCE SERVICES
The following are the duties of this position at the full working level. If this vacancy includes more than one grade and you are selected at a lower grade level, you will have the opportunity to learn to perform these duties and receive training to help you grow in this position.
1. Participates as a Data Scientist in the advanced analytics projects undertaken; assisting in the interpretation requirements, conducting exploratory data analysis, assisting in the development or solution designs and other project artifacts, and performing tasks assigned for the effective delivery of data science and analytics. This includes participating in code reviews and assisting in the coordination of, and getting acceptance for, delivery item acceptance. The incumbent is responsible for clear verbal and written communications, assist in providing provide trainings on and outside the Team, and to be engaged as a Mentee as the Data Scientist on the Team. The incumbent will be responsible for constantly holding the picture of OLS and the IRS's drive for digital and cultural transformation to a customer-centric orientation with a data and analytics emphasis by improving the overall data and analytics environment while being pragmatic and agile and in synch with the needs of the business at all times. The incumbent will be assisting in data extraction, data loading, data transformation, data and analytics governance, and data cataloguing for better and reduced time to insights. The incumbent will attain high proficiency on our data science and analytics tools and platforms while strengthening standards and governance of each by participating in standards and governance activities. (Approx. 50%)
2. The Data Scientist applies their professional knowledge of computer science, mathematical, statistical theories, techniques, and methods to gather, analyze, design and assist in the construction of new processes for analytical modeling, model interpretation, and/or assisting in the reporting of quantitative information, data trends, data relationships and data correlations among or within data. The Data Scientist is expected to be expert at the development of exploratory data analysis plans and be highly proficient at carrying out the INTERNAL REVENUE SERVICE STANDARD POSITION DESCRIPTION SPD# 22388 Page 2 analysis with little or no supervision. The Data Scientist is also expected to have an advanced level of descriptive analysis skills to generate simple summaries and measures in analytics tools such as PowerBI. (Approx. 25%)
3. The Incumbent works with the Team Lead and Data Scientists and the business to define advanced analytics, M/L and AI project objectives, assist in the definition of measures, facts and dimensions of effectiveness and expected outcomes that create business value, and assist others on the Team in the identification and/or develop of innovative and effective novel analytics approaches and methodologies. The Data Scientist is expected to be able to assist in the application of advanced quantitative analysis. The Incumbent is expected to have basic proficiency in scripting and analytics tools and is required to assist in planning, development, test and production of analytics models, reporting and dashboarding. (Approx. 15%)
4. The Data Scientist participates as a hands-on team member for the advanced analytics projects undertaken, defining, coding, coordinating, evaluating, and analyzing model performance. The incumbent will assist Team members and carry out tasks based on an in-depth knowledge of data science techniques and methodologies such as machine learning, as well as other emerging analytical techniques. The incumbent will document the specific analytics approaches applied in project delivery; assist in the establishment and measurement and monitoring of success metrics to be used in satisfying business's requirements for project outcomes. The Data Scientist will help drive pragmatic approaches to solving business problems through data analysis, predictive modeling and machine learning techniques and be responsible for carrying out tasks as assigned. The Data Scientist will assist in the recommendation and documentation for data collection, integration, and retention requirements; and make assist in the recommendation and documentation of improvements to analytical methods and algorithms. (Approx. 10%)
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.
- Must successfully complete a background investigation, including a FBI criminal history record check (fingerprint check).
- 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:
BASIC REQUIREMENTS FOR ALL GRADES:
A Bachelor's or higher degree in Mathematics, statistics, computer science, data science or field directly related to the position. The degree must be in a major field of study (at least at the baccalaureate level) that is appropriate for the position.
OR
Combination of education and experience: Courses equivalent to a major field of study (30 semester hours) as shown above, plus additional education or appropriate experience.
In addition to meeting the basic requirement above, to qualify for this position you must also meet the qualification requirements listed below:
GS-09 SPECIALIZED EXPERIENCE: You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-07 grade level in the Federal service. Specialized experience for this position must include: Experience reporting, logistics and other activities that advance the efforts of the Team to provide better analytics and data science services and improve the satisfaction of analytics stakeholders. Experience in usage reporting of analytics reports and dashboards; logistics support and training reporting; analytics governance and data catalog support and reporting. Experience updating and refining an analytics roadmap. Experience with supporting advanced analytics and data science demonstrations. Experience coordinating and updating a data science knowledge base coordination. Experience coordinating data science and advanced analytics knowledge sharing and organizing the production and distribution of data analytics articles, presentations, and demonstration to include logistics planning for these events.
GS-11 SPECIALIZED EXPERIENCE: You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-09 grade level in the Federal service. Specialized experience for this position must include: Experience in usage reporting of analytics reports and dashboards; logistics support and training reporting; analytics governance and data catalog support and reporting. Experience with the continued update and refinement of a groups analytics roadmap. Experience with the promotion and coordination of advanced analytics and data science demonstrations and reporting on the results of such activities. Experience with coordinating a data science knowledge base coordination and maintain responsibility for its growth and improvement. Experience in coordination of data science and advanced analytics knowledge sharing working with and organizing the Data Scientists to produce and distribute articles, presentations and demos and managing the logistics and reporting on these activities. Experience working with other Team members to assist in the documentation of advanced analytic reports and dashboards, M/L and AI applied to projects, and to document the definition of measures, facts and dimensions of effectiveness. Experience in assisting in the basic application of advanced quantitative analysis with a basic proficiency in scripting and analytics tools and platforms.
GS-12 SPECIALIZED EXPERIENCE: You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-11 grade level in the Federal service. Specialized experience for this position must include: Participation in Data Scientist activities including projects related to advanced analytics involving exploratory data analysis, descriptive analytics, and predictive analytics using machine learning. Assisting in the interpretation of requirements, conducting exploratory data analysis, assisting in the development or solution designs and other project artifacts, and performing tasks assigned for the effective delivery of data science and analytics. Participation in code reviews and assisting in the coordination of, and getting acceptance for, delivery item acceptance. Assisting in data extraction, data loading, data transformation, data and analytics governance, and data cataloguing for better and reduced time to insights. Application of professional knowledge of computer science, mathematical, statistical theories, techniques, and methods to gather, analyze, design, and assist in the construction of new processes for analytical modeling, model interpretation, and/or assisting in the reporting of quantitative information, data trends, data relationships and data correlations among or within data. Working under a Team Lead to define advanced analytics, M/L and AI project objectives, assist in the development of training data pipelines, and separately data modeling that leverages fact dimensional approaches and conformed dimensions.
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 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 6:00 a.m. and 6:00 p.m.
- 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.??????
- Obtain and use a Government-issued charge card for business-related travel.
- 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.
Benefits
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.
Rating: You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):- Analysis and Decision Making
- Creativity and Innovation
- Planning and Evaluating
- Service Delivery
- Teamwork
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 CAT C to be rated as "well qualified" to receive special selection priority.Benefits
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.
Required Documents
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.
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).- 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.
- Online Application - Questionnaire
- Education - See Education Section above
- Registration/License (if applicable) - active, current registration/license
- 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.
- 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.
- 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.
- 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.
- 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.
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 02/20/2024 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 02/20/2024.
To preview the Application Questionnaire, please click the following link: https://apply.usastaffing.gov/ViewQuestionnaire/12304627- 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 02/20/2024.
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
(ERC) Employee Resource Center
Phone
866-743-5748
Email
KCJobs@irs.gov
Website
https://irsgov.sharepoint.com/sites/EmployeeResources/SitePages/ERC-Help-Desk.aspx
Address
OLS
1111 Constitution Ave NW
Washington, DC 20224
USNext steps
Treasury believes in a working environment that supports inclusion; please view our reasonable accommodation policies and procedures at https://www.jobs.irs.gov/midcareer/reasonable-accommodation.html. 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.Fair and Transparent
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
- Equal Employment Opportunity (EEO) Policy
- Reasonable accommodation policy
- Financial suitability
- Selective Service
- New employee probationary period
- Signature and false statements
- Privacy Act
- Social security number request
Required Documents
The following documents are required and must be provided with your application. All application materials, including transcripts, must be in English.
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).- 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.
- Online Application - Questionnaire
- Education - See Education Section above
- Registration/License (if applicable) - active, current registration/license
- 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.
- 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.
- 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.
- 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.
HelpThis 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
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