Data Scientist

$79K - $103K Homestead, FL, US Mid Level Data Scientist

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Skills & Technologies

Python

About This Role

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Summary

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This is a Data Scientist, GS\-1560\-11 working in Homestead, Florida in the Everglades National Park.

Experience Your America and build a fulfilling career by joining the National Park Service (NPS). Join our mission to connect with our past and create important connections to the future by building a rich and lasting legacy for the next generation of park visitors, supporters and advocates. To find out more about the National Park Service visit: https://www.nps.gov/aboutus/index.htm

Learn more about this agency

This job is open to

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### The public

U.S. Citizens, Nationals or those who owe allegiance to the U.S.

### Career transition (CTAP, ICTAP, RPL)

Federal employees whose job, agency or department was eliminated and are eligible for priority over other applicants.

### Clarification from the agency

This position will be filled under the Office of Personnel Management's STEM Direct Hire Authority and is open to all United States citizens. Veteran's preference and traditional rating and ranking of applications do not apply. All qualified applicants will be referred to the hiring manager for consideration for this position. CTAP and ICTAP candidates in the local commuting area.

Duties

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This position is located within the Department of the Interior, National Park Service, Everglades National Park, South Florida Natural Resources Center \- SFNRC in Homestead, Florida.

The major duties of this position include, but are not limited to the following:

1\. Administers and manages a relational database and oversees the use of the South Florida Natural Resources Center (SFNRC) database system and leads efforts to streamline data access and efficiency

2\. Develops data management protocols that preserve data integrity for a variety of purpose built databases under the SFNRC database system framework and works with a relational database to develop routine automatic methods of data collection analysis or illustration.

3\. Uses analytical and geo\-statistical tools to examine spatial trends of a wide range of environmental, biological, and ecological data to solve many natural resources problems within the Everglades National Park.

4\. Routinely and productively interacts with SFNRC scientists including biologists, ecologists, hydrologists, modelers and water quality specialists to analyze large scale data, interpret findings, and present results while providing feedback to SFNRC staff on the appropriateness of the proposed or employed data collection methods.

5\. Designs and coordinates protocols and procedures necessary for data management, data integration, publication of data and metadata, and preserving and providing public access to scientific data.

The National Park Service has determined that the duties of this position are suitable for telework only during an emergency or natural disaster.

Salary Information

GS\-11 Step 1 $79,533 per annum to Step 10 $103,399 per annum. First time hires to the Federal government normally start at the lower salary range of the grade level.

This vacancy may be used to fill additional positions as vacancies become available.

Requirements

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### Conditions of employment

  • You must be a U.S. Citizen
  • You will be subject to a background/suitability investigation/determination.
  • You will be required to have federal payments made by Direct Deposit.
  • You must submit ALL required documents and a completed questionnaire.
  • Selective Service: Individuals assigned male at birth after 12\-31\-59 must be registered for the Selective Service. To verify registration visit SSS.gov
  • Probation Period: If you are a new employee or supervisor in the Federal government, you will be required to complete a one\-year probationary period.

### Qualifications

Only experience and education obtained by 07/31/2026 will be considered.

To qualify for this position, you must meet the (1\) Basic Education Requirements AND (2\) Specialized Experience for the series to which you are applying.

(1\) Basic Education Requirements 1560 series:

In addition to the specialized experience requirements for this position, applicants must meet the Education Requirements described below:

A. Degree: 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

B. Combination of education and experience: \- Courses equivalent to a major field of study (30 semester hours) as shown in paragraph A above, plus additional education or appropriate experience.

AND

(2\) Minimum Qualification Requirements GS\-1560\-11:

A. Specialized Experience:To qualify for the GS\-11, you must possess at least one full year of specialized experience equivalent to the GS\-09 level in the Federal service, or comparable experience not gained through Federal service. Specialized experience is experience that equipped the applicant with the particular knowledge, skills, and abilities to perform successfully the duties of the position, and that is in or related to the work of the position to be filled. Specialized experience is defined as demonstrated experience in the following: 1\) Administers and manages a relational database and oversees the use of a natural resource science in Windows and Linux environments (using SQL/MySQL, Python, R, shell scripting, and/or other data science tools); and leads efforts to streamline data access and efficiency. 2\) Develops data management protocols that preserve data integrity for a variety of purpose\-built scientific databases (such as SQL/MySQL, Oracle, MS Access, and/or other database tools) and works with a relational database to develop routine automatic methods of data collection analysis or illustration. 3\) Uses analytical and geo\-statistical tools to examine spatial trends of a wide range of environmental, biological, and ecological data to solve many natural resources problems. 4\) Routinely collaborates with biologists, ecologists, hydrologists, modelers and water quality specialists to analyze large scale data, interpret findings, and present results while providing feedback to natural resource staff on the appropriateness of the proposed or employed data collection methods 5\) Designs and coordinates protocols and procedures necessary for data management, data integration, publication of data and metadata, and preserving and providing public access to scientific data.

OR

B. Education: Successful completion of at least 3 years of progressively higher\-level graduate education leading to a Ph.D. degree or Ph.D. or equivalent doctoral degree related to the position being filled. You must include transcripts.

OR

C. Combination: Successful completion of a combination of education and experience as described above. To combine education and experience, first take education experience percentage. Then take the number of months of full\-time experience and divide by 12 months. Add the percentages together. The total must equal at least 100 percent to qualify

Must meet all.

Additional information on the qualification requirements is outlined in the OPM Qualification Standards Handbook of General Schedule Positions and is available at OPM's website: https://www.opm.gov/qualifications/standards/indexes/num\-ndx.asp

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

A Recruitment Incentive May Be Authorized for a newly selected employee when appointed to a permanent, temporary, or term position. A Federal employee who is transferring to the National Park Service from another component, bureau or Federal agency and who does not meet the conditions under 5 CFR 575\.102 is not eligible for a recruitment incentive.

A Relocation Incentive May Be Authorized for a Federal employee when the employee must move, as directed by the National Park Service (NPS) either through a management directed reassignment or selection for employment, to a different location at least 50 miles away from the one where his/her position of record held at time of selection is currently located, due to a need of the NPS. A relocation incentive is not the same as a Permanent Change of Station (PCS) move and, as such, may be granted in conjunction with one another

This announcement may be used to fill additional positions if identical vacancies occur within 90 days of the issue date of the referral certificate.

Physical Demands: The employee works primarily in an office setting that requires some physical activity. The work is often sedentary, but field work occasionally requires some physical exertion such as long periods of standing, walking over rough, muddy, uneven swampy terrain; recurring periods of bending, crouching, stooping, stretching, reaching or similar activities; and recurring lifting of moderately heavy items weighing up to 50 pounds. Computer work is sedentary, which entails the ability to concentrate and use computers for long periods of time. Occasionally, the employee will be asked to accompany the team of field technicians and scientists to monitoring sites to gain an understanding of sampling conditions as part of the monitoring. Travel is sometimes required and working long days to attend meetings in the South Florida region might occur. The incumbent must possess a valid US driver's license.

Working Conditions: The employee works in an office setting at the South Florida Natural Resources Center in Homestead Miami. There are occasional field visits, field trips, and sampling trips associated with work performed by Center scientists and/or agency partners in the Everglades National Park. These site visits result in environmental conditions that can be hot and humid and subject to biting insects. Driving and/or traveling in four\-wheel drive vehicles over unimproved roads is possible, as is travel in boats and airboats. Flights in small fixed\-wing aircraft and helicopters are also possible.

### Education

This position has a mandatory education requirement.

PROOF OF EDUCATION: All applicants who are using education or a combination of education and experience to qualify must submit copies of official or unofficial transcripts which include grades, credit hours earned, major(s), grade point average or class ranking, institution name, and student name. If any required coursework is not easily recognizable on transcripts, or if you believe a portion of a particular course can be credited toward meeting an educational requirement, you must also provide a memorandum on letterhead from the institution's registrar, dean, or other appropriate official stating the percentage of the course that should be considered to meet the requirement and the equivalent number of units. Unofficial transcripts are acceptable; however, if you are selected for the position, you will be required to produce the original official transcripts.

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

GRADUATE EDUCATION: One academic year of graduate education is considered to be the number of credits hours your graduate school has determined to represent one academic year of full\-time study. Such study may have been performed on a full\-time or part\-time basis. If you cannot obtain your graduate school's definition of one year of graduate study, 18 semester hours (or 27 quarter hours) should be considered as satisfying the requirement for one year of full\-time graduate study.

FOREIGN EDUCATION: To receive credit for education completed outside the United States, you must show proof that the education has been submitted to a private organization that specializes in interpretation of foreign educational credentials and such education has been deemed at least equivalent to that gained in conventional U.S. education programs. Recognition of Foreign Qualifications \| U.S. Department of Education. https://www.ed.gov/about/initiatives/international\-affairs/recognition\-of\-foreign\-qualification

### Additional information

Reasonable Accommodation (RA) Requests: If you believe you have a disability (i.e., physical or mental), covered by the Rehabilitation Act of 1973 as amended that would interfere with completing the USA Hire Competency Based Assessments, you will be granted the opportunity to request a RA in your online application. Requests for RA for the USA Hire Competency Based Assessments and appropriate supporting documentation for RA must be received prior to starting the USA Hire Competency Based Assessments. Decisions on requests for RA are made on a case\-by\-case basis. If you meet the minimum qualifications of the position, after notification of the adjudication of your request, you will receive an email invitation to complete the USA Hire Competency Based Assessments, based on your adjudication decision. You must complete all assessments within 48 hours of receiving the URL to access the USA Hire Competency Based Assessments if you received the link after the close of the announcement. To determine if you need a RA, please review the Procedures for Requesting a Reasonable Accommodation for Online Assessments.

If otherwise eligible and qualified, you may be offered a recruitment or relocation incentive. The decision to offer an incentive will be made on a case\-by\-case basis and is neither promised nor guaranteed. For information visit: Recruitment Incentive or Relocation Incentive.

As a condition of employment for accepting this position, you may be required to serve a 1\-year probationary period or *2\-year trial period (as applicable)* during which we will evaluate your fitness and whether your continued employment advances the public interest. In determining if your employment advances the public interest, we may consider:

  • your performance and conduct;
  • the needs and interests of the agency;
  • whether your continued employment would advance organizational goals of the agency or the Government; and
  • whether your continued employment would advance the efficiency of the Federal service.

Upon completion of your probationary period or *trial period* your employment will be terminated unless you receive certification, in writing, that your continued employment advances the public interest.

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\.

The duties of this position are suitable for telework only during an emergency or natural disaster.

Notice of Financial Disclosure Report Requirement: The position to which you will be appointed is subject to a financial disclosure reporting requirement and you will be required to complete a new entrant Confidential Financial Disclosure Report (OGE Form 450\) within 30 days of your appointment.

Candidates should be committed to improving the efficiency of the Federal government, passionate about the ideals of our American republic, and committed to upholding the rule of law and the United States Constitution.

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.

Resumes must not exceed two single\-sided pages and resumes longer than two pages will not be accepted. The minimum font size is 10\-point for all body text. Headers may be slightly larger but must remain legible. All resumes must maintain a minimum 0\.5\-inch margins on all sides to ensure readability and prevent excessive content compression. Including supplemental pages or attachments disguised as resume extensions are prohibited and will not be reviewed to determine your eligibility/qualifications.

In addition to meeting the minimum qualifications, you will be evaluated based on your application materials (e.g., resume, supporting documents), and your responses to the USA Hire assessment, which is required for this position. The online assessment measures critical general competencies required to perform the job. You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):

  • Attention to Detail
  • Flexibility
  • Integrity/Honesty
  • Interpersonal Skills
  • Reasoning
  • Self\-Management
  • Stress Tolerance
  • Teamwork

In addition to the application and application questionnaire, this position requires successful completion of the USA Hire Assessment, if required.

In order to be considered for this position, you must complete all required steps in the process.

Overstating your qualifications and/or experience in your application materials or application questionnaire may result in your removal from consideration. Cheating on the online assessment may also result in your removal from consideration. Please follow all instructions carefully when applying, errors or omissions may affect your eligibility.

Providing false or misleading information on your resume or supporting documentation may result in removal from consideration or other action consistent with applicable federal hiring regulations. Applicants who include vulgar, offensive, or inappropriate language or information in their application package will be ineligible for further consideration for this position.

This vacancy will be filled through OPM's Direct Hire Authority. Veterans Preference and traditional rating and ranking of applicants do not apply to positions filled under this Authority. All qualified applicants, as determined by the SHRO, will be referred for consideration. While managers and supervisors are not required to conduct interviews, it is highly recommended that they do so in order to assess the competencies of each applicant.

To preview the application click: https://apply.usastaffing.gov/ViewQuestionnaire/12990955

Required Documents

----------------------

The following documents are required and must be submitted by 11:59 PM (EST) on 07/31/2026:

Do not upload Adobe portfolio documents. Adobe portfolio documents are not viewable by our agency's staffing offices.

To apply for this position, you must submit a complete Application Package which includes:

1\. Two\-Page Resumewhich includes a list of all significant jobs held and duties performed, dates specified in month and year format, and the resume must reflect full and/or part\-time or total number of hours worked (i.e., work 40\+ hours a week, rather than indicating full\-time). If part\-time, the hours must be annotated to be able to pro\-rate the amount qualified specialized experience. If military or civilian, please include your rank and/or grade. Resumes must not exceed two single\-sided pages and resumes longer than two pages will not be accepted. The minimum font size is 10\-point for all body text. Headers may be slightly larger but must remain legible. All resumes must maintain a minimum 0\.5\-inch margins on all sides to ensure readability and prevent excessive content compression. Including supplemental pages or attachments disguised as resume extensions are prohibited and will not be reviewed to determine your eligibility/qualifications.

You are highly encouraged to use USAJOBS Resume Builder to ensure all required information is included. If you use your own resume, curriculum vitae, or any other written form, you must ensure this information is provided. Your resume must show complete information for each job entry to support minimum qualifications. Failure to provide ALL required information on your resume will result in loss of consideration due to an incomplete application package. Note: Current and former Federal employees should include pay plan, series, and grade level for relevant federal experience.

  • Do not include the following types of information in your resume:

+ Classified or government sensitive information

+ Social Security Number (SSN)

+ Photos of yourself

+ Personal information, such as age, gender, religious affiliation, etc.

+ Encrypted and digitally signed documents.

2\. College Transcripts: Unofficial transcripts are acceptable. A copy of your official transcripts may be required if you are selected

Additional Documentation, if applicable:

1\. Cover Letter

2\. Veterans' Preference Documentation: If you are a veteran with preference eligibility and you are claiming 5\-point veterans' preference, you must attach a copy of your DD\-214 Member Copy 2 or 4 showing you were honorably discharged. If you are claiming 10\-point veterans' preference, you must also submit an SF\-15, "Application for 10\-Point Veterans' Preference" plus the proof required by that form. (i.e. VA letter). You may not be awarded preference if you do not attach the correct Veteran Documentation as specified above.

3\. CTAP/ICTAP Documentation:If you are applying under CTAP or ICTAP, you MUST submit proof of eligibility under 5 CFR 330\.602(a) for CTAP and 5 CFR 330\.704 for ICTAP. This includes a copy of the agency notice, a copy of your most recent performance rating, and a copy of your most recent SF\-50 (Notification of Personnel Action) showing your position, grade level, and duty location. Please annotate your application to reflect that you are applying as a CTAP or ICTAP eligible.

4\. Current and former federal employees\- It is recommended that you submit a copy of your SF\-50(s) (Notification of Personnel Action) to support your experience. Examples of appropriate SF\-50s include appointments/separations, promotions, within\-grade increases.

Reasonable Accommodation Request USAHire:

If you are requesting a reasonable accommodation to the USA Hire Competency Based Assessments, submit documentation to support your request, including the Reasonable Accommodation Request Form found here.

Do not submit photographs with your application package. Documents with photographs may not be seen by hiring officials \- you must remove your image from any badges, licenses, etc.

You must submit a complete application package. We will not make assumptions about your experience and/or education.

Failure to submit any of the above\-mentioned required documents will result in loss of consideration due to an incomplete application package. It is your responsibility to ensure all required documents have been submitted

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

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

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

How to Apply

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Please read the entire announcement and all the instructions before you begin an application. To apply for and be considered for this position, you must complete all required questionnaires, assessments and submit all required documentation as specified in the How to Apply and Required Documents section. The complete application package must be submitted by 11:59 PM (ET) on the 07/31/2026 to receive consideration.

The application process is as follows:

  • Click the Apply Online button.
  • Answer the questions presented in the application and attach all necessary supporting documentation. To PREVIEW the application questionnaire, select the following link:
  • Click the Submit Application button prior to 11:59 PM (ET) on the announcement closing date.
  • If you are required to complete any USA Hire Assessments, you will be notified after submitting your application. The notification will be provided in your application submission screen and via email. The notification will include your unique assessment access link to the USA Hire system and the completion deadline. Additionally, in USAJOBS you can click "Track this application" to return to your assessment completion notice.
  • Access USA Hire using your unique assessment link. Access is granted through your USAJOBS login credentials.
  • Review all instructions prior to beginning your assessments. You will have the opportunity to request a testing accommodation before beginning the assessments should you have a disability covered under the Rehabilitation Act of 1973 as amended.
  • Set aside at least 3 hours to take the USA Hire Assessments; however, most applicants complete the assessments in less time. If you need to stop the assessments and continue later, you can re\-use your unique assessment link.
  • Your responses to the USA Hire Assessments will be reused for one year (in most cases) from the date you complete an assessment. If future applications you submit require completion of the same assessments, your responses will be automatically reused. Visit the USA Hire Applicant Resource Center for practice assessments and assessment preparation resources.

To update your application, including supporting documentation: During the announcement open period, return to your USAJOBS account, find your application record, and click Edit my application. This option will no longer be available once the announcement has closed.

To view the announcement status or your application status: Click on this: https://help.usajobs.gov/how\-to/application/status.

Applicants who apply under this job opportunity announcement agree to have their application, associated documents and applicable personal information shared with other Bureaus/Offices within the Department of the Interior (DOI) who have vacancies within the same occupational series, grade, full performance level and in the same geographic location(s), including within the same metro/commuting area. Applying to this announcement does not replace the need to apply to other job opportunity announcements for which you wish to receive consideration.

Please note: The eligibility section of the application process is designed to allow you to choose how you wish to be considered for this vacancy announcement. You will ONLY be considered for the appointment eligibilities that you select. You must provide the supporting documentation to support your claim. Please review the list of documentation provided in the eligibilities language to ensure you provide the appropriate information. You may choose more than one eligibility.

### Agency contact information

Andrew Fleming

Phone

703\-468\-8357

Email

andrew\_fleming@ios.doi.gov

Address

*Everglades National Park*

*40001 SR 9336*

*Homestead, FL 33034*

*US*### Next steps

Based on your application and your responses to the application questionnaire, you may be presented with instructions on how to access the USA Hire system to complete the online assessments. The online assessments must be completed within 48 hours following the close of this announcement. You will have the opportunity to request a testing accommodation for the assessment should you have a disability covered under the Americans with Disabilities Act (ADA). Your assessment results will be kept on record for one year and used toward future positions for which you might apply that require the same assessments.

To be considered for the position, you must meet all qualifications as stated in the vacancy announcement.

You may check the status of your application at any time by logging in to your USAJOBS account as we will not be responding to inquiries about the status of applications as long as the system has been updated.

Once your online application is submitted you will receive a confirmation notification by email. Your application will be evaluated by the Human Resources Office to determine your eligibility for the position. After the evaluation is complete, you will receive another notification regarding the status of your application.

You can find your path with the Department of Interior at https://careers.doi.gov/.

Any exaggeration of your experience, false statements, or attempt to conceal information may disqualify you for employment consideration. We may verify all information you provide in your resume and questionnaire responses, through reference and/or background checks, and/or verification of your education. If you are selected, you will be contacted personally by the Human Resources Office posting this announcement.

Overview

------------

Accepting applications

Posted today · Apply by 07/31/26

Due by 11:59 p.m. ET on July 31, 2026

Location

Homestead, FL

1 vacancy

No matching locations found.

Work site options

Telework eligible

Yes—as determined by the agency policy.

Remote job

No

Relocation expenses reimbursed

No

Salary

$79,533 \- $103,399 per year

Pay scale \& grade

GS 11

Promotion potential

None

Learn more about pay scale and grade

Pay scale and grade determines the salary of the job.

Work schedule

Full\-time

Travel Required

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

Appointment type

Permanent

Occupations and job series

  • 1560 Data Science Series

Supervisory status

No

Federal service type

This job is in the Competitive Service

Represented by a union

No

Drug test

No

Security clearance

Not Required

Position sensitivity and risk

Non\-sensitive (NS)/Low Risk

Jobs require a background check and some require a security clearance. The type depends on the job.

Background check type

  • Suitability/Fitness
  • Credentialing

Financial disclosure required

No

Some jobs require financial disclosure to identify conflicts of interests.

Announcement number

SE\-1628\-EVER\-2612990955\-DHA

Control number

877116800

Salary Context

This $79K-$103K range is in the lower quartile for Data Scientist roles in our dataset (median: $155K across 226 roles with salary data).

View full Data Scientist salary data →

Role Details

Title Data Scientist
Location Homestead, FL, US
Category Data Scientist
Experience Mid Level
Salary $79K - $103K
Remote No

About This Role

Data Scientists extract insights and build predictive models from data. In the AI era, many roles now include LLM-powered analytics, automated reporting, and integration with generative AI tools. The role has evolved from 'the person who runs SQL queries' to 'the person who builds AI-powered data products.'

Modern data science roles fall into two camps: analytics-focused (insights, dashboards, experimentation) and ML-focused (building predictive models, recommendation systems, NLP features). The best data scientists can operate in both modes. The AI shift means that even analytics-focused roles now involve building automated insight pipelines using LLMs, going well beyond one-off reports.

Across the 3,708 AI roles we're tracking, Data Scientist positions make up 8% of the market. At U.S. National Park Service, this role fits into their broader AI and engineering organization.

Data Scientist roles remain in high demand, though the definition keeps shifting. Companies increasingly want candidates who can bridge traditional statistics with modern ML and LLM capabilities. The 'pure insights' data scientist role is consolidating into analytics engineering, while the 'build models' data scientist role is merging with ML engineering.

What the Work Looks Like

A typical week includes: analyzing experiment results for a product feature launch, building a predictive model for customer churn, creating an automated reporting pipeline using LLM-powered summarization, presenting insights to stakeholders, and cleaning data (always cleaning data). The ratio of analysis to engineering varies by company, but expect both.

Data Scientist roles remain in high demand, though the definition keeps shifting. Companies increasingly want candidates who can bridge traditional statistics with modern ML and LLM capabilities. The 'pure insights' data scientist role is consolidating into analytics engineering, while the 'build models' data scientist role is merging with ML engineering.

Skills Required

Python (51% of roles)

Python, SQL, and statistical modeling are the foundation. Increasingly, roles want experience with LLMs for data analysis, automated insight generation, and building AI-powered data products. Familiarity with cloud data platforms (Snowflake, BigQuery, Databricks) and ML frameworks (scikit-learn, PyTorch) covers most job requirements.

Experimentation design and causal inference are underrated skills that separate strong candidates. Companies care about whether their product changes cause improvements, and can distinguish causation from correlation. A/B testing methodology, Bayesian statistics, and the ability to communicate uncertainty to non-technical stakeholders are high-value skills.

Good postings specify the data stack, the types of problems you'll work on, and the team structure. Look for companies that differentiate between analytics and ML data science. Vague 'data scientist' postings that list every skill under the sun usually mean the company doesn't know what they need.

Compensation Benchmarks

Data Scientist roles pay a median of $192,890 based on 463 positions with disclosed compensation. Mid-level AI roles across all categories have a median of $200,000. This role's midpoint ($91K) sits 53% below the category median. Disclosed range: $79K to $103K.

Across all AI roles, the market median is $217,500. Top-quartile compensation starts at $272,100. The 90th percentile reaches $325,000. For comparison, the highest-paying categories include AI Safety ($300,000) and Research Engineer ($280,000). By seniority level: Entry: $120,000; Mid: $200,000; Senior: $230,000; Director: $272,150; VP: $250,000.

U.S. National Park Service AI Hiring

U.S. National Park Service has 1 open AI role right now. They're hiring across Data Scientist. Based in Homestead, FL, US. Compensation range: $103K - $103K.

Location Context

Across all AI roles, 14% (508 positions) offer remote work, while 3,180 require on-site attendance. Top AI hiring metros: New York (1,045 roles, $220,000 median); San Francisco (810 roles, $277,088 median); Los Angeles (397 roles, $215,000 median).

Career Path

Common paths into Data Scientist roles include Data Analyst, Statistician, Quantitative Researcher.

From here, career progression typically leads toward Senior Data Scientist, ML Engineer, AI Product Manager.

Start with statistics and SQL. Build a real analysis project on public data that demonstrates insight generation alongside model building. The market values data scientists who can communicate findings clearly to business stakeholders. If you want to move toward ML engineering, invest in software engineering fundamentals and production deployment skills.

What to Expect in Interviews

Interviews combine statistics, coding, and business acumen. SQL is almost always tested, often with complex joins and window functions. Expect a case study round where you're given a business problem and asked to design an analysis plan. Coding rounds focus on pandas, statistical modeling, and visualization. The strongest differentiator is how well you communicate insights to non-technical stakeholders during presentation rounds.

When evaluating opportunities: Good postings specify the data stack, the types of problems you'll work on, and the team structure. Look for companies that differentiate between analytics and ML data science. Vague 'data scientist' postings that list every skill under the sun usually mean the company doesn't know what they need.

AI Hiring Overview

The AI job market has 3,708 open positions tracked in our dataset. By seniority: 102 entry-level, 1,705 mid-level, 1,469 senior, and 432 leadership roles (Director, VP, C-Level). Remote roles make up 14% of the market (508 positions). The remaining 3,180 roles require on-site or hybrid attendance.

The market median for AI roles is $217,500. Top-quartile compensation starts at $272,100. The 90th percentile reaches $325,000. Highest-paying categories: AI Safety ($300,000 median, 21 roles); Research Engineer ($280,000 median, 147 roles); AI Architect ($254,798 median, 67 roles).

Data Scientist roles remain in high demand, though the definition keeps shifting. Companies increasingly want candidates who can bridge traditional statistics with modern ML and LLM capabilities. The 'pure insights' data scientist role is consolidating into analytics engineering, while the 'build models' data scientist role is merging with ML engineering.

The AI Job Market Today

The AI job market spans 3,708 open positions across 16 role categories. The largest categories by volume: AI/ML Engineer (2,605), Data Scientist (310), AI Software Engineer (259). These three account for the majority of open positions, though smaller categories often have higher per-role compensation because of specialized skill requirements.

The seniority mix tells a story about where AI teams are in their maturity. Entry-level roles (102) are outnumbered by mid-level (1,705) and senior (1,469) positions, reflecting that most companies are past the 'build a team from scratch' phase and need experienced engineers who can ship production systems. Leadership roles (Director, VP, C-Level) total 432 positions, representing the bottleneck between technical execution and organizational strategy.

Remote work availability sits at 14% of all AI roles (508 positions), with 3,180 requiring on-site or hybrid attendance. The remote share has stabilized after the post-pandemic correction. Senior and specialized roles (Research Scientist, ML Architect) are more likely to be remote-eligible than entry-level positions, partly because experienced hires have more negotiating power and partly because these roles require less hands-on mentorship.

AI compensation is structured in clear tiers. The market median sits at $217,500. Top-quartile roles start at $272,100, and the 90th percentile reaches $325,000. These figures include base salary with disclosed compensation. Total compensation (including equity, bonuses, and sign-on) runs 20-40% higher at companies that offer those components.

Category matters for compensation. AI Safety roles lead at $300,000 median, while Prompt Engineer roles sit at $140,000. The spread between highest and lowest-paying categories reflects the premium on specialized technical skills versus broader analytical roles.

The most in-demand skills across all AI postings: Python (1,890 postings), Aws (1,103 postings), Azure (877 postings), Rag (855 postings), Gcp (631 postings), Prompt Engineering (560 postings), Pytorch (545 postings), Claude (498 postings). Python dominates, appearing in the vast majority of role descriptions regardless of category. Cloud platform experience (AWS, GCP, Azure) is the second most common requirement. The newer entrants to the top skills list (RAG, vector databases, LLM APIs) reflect the shift from traditional ML toward generative AI applications.

Frequently Asked Questions

Based on 463 roles with disclosed compensation, the median salary for Data Scientist positions is $192,890. Actual compensation varies by seniority, location, and company stage.
Python, SQL, and statistical modeling are the foundation. Increasingly, roles want experience with LLMs for data analysis, automated insight generation, and building AI-powered data products. Familiarity with cloud data platforms (Snowflake, BigQuery, Databricks) and ML frameworks (scikit-learn, PyTorch) covers most job requirements.
About 14% of the 3,708 AI roles we track offer remote work. Remote availability varies by company and seniority level, with senior and leadership roles more likely to offer location flexibility.
U.S. National Park Service is among the companies actively hiring for AI and ML talent. Check our company profiles for detailed breakdowns of open roles, salary ranges, and hiring trends.
Common next steps from Data Scientist positions include Senior Data Scientist, ML Engineer, AI Product Manager. Progression depends on whether you lean toward technical depth, people management, or product strategy.

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