Python & R - Miami, FL - Average Experience
Salary Report
Information Technology Job
Python
R
Development
United States Location
Miami - Fort Lauderdale
FL
USA Metropolitan Area
Competitive Position® Salary Report
Data Observed 1/2/25 to 12/31/25
Salary Average
$149,903
Experience Requirement
5 Years and 2 Months
Raise +1 Year
$10,249 at 6.84%
Salary and Number of Jobs
About Salary and Jobs
Salary Range :
At required Experience of 5 Years & 2 Months: $149,903 is Salary average; 50% of Jobs pay between $131,870 & $167,936; and, 5% of Jobs top $193,971.
Number of Jobs :
Most Jobs are available closest to the Salary Average.
Fewer Jobs are available at Lower and Higher Salaries.
Salary End Points :
$26,400 = annual salary at $15 per hour working between: 44 weeks at 40 hours a week, to, 52 weeks at 34 hours a week.
$451,447 = annual salary for the highest paying IT Job in the highest paying US City at the Top 2.5% Experience and Top 2.5% Salary.
Job Market :
Job offers, publicly posted in want ads by employers, were observed and measured from 1/2/25 to 12/31/25.
View: Documentation and Methodology.
Top Salaries
| Top Percentile of Job market | Top Salary |
|---|---|
| 2.5% | $202,469 |
| 5% | $193,971 |
| 10% | $184,204 |
| 25% | $167,936 |
| 33% | $161,293 |
| 50% | $149,903 |
Top Percentile of Job Market =
Number of Jobs Above the Top Salary
÷
Number of all Jobs at 5 Years and 2 Months Experience.
Salary Range and Jobs
Percentage of Jobs within Salary Lows and Highs
| Percent of Job Market | Salary Range | |
|---|---|---|
| Low Salary | High Salary | |
| 10% | $146,545 | $153,261 |
| 25% | $141,387 | $158,419 |
| 33% | $138,512 | $161,293 |
| 50% | $131,870 | $167,936 |
| 67% | $123,847 | $175,958 |
| 95% | $97,337 | $202,469 |
Salary Average =
$149,903
Mid Point between each Low/High pair.
Percent of Job Market =
Number of Jobs with Salary between Low/High pair
÷
Number of all Jobs at 5 Years and 2 Months Experience.
Salary and Experience
Salary ±1 Year
| Experience | Salary Average | Raise +1 Year |
|---|---|---|
| 4 Years and 2 Months | $139,562 | $10,341 at 7.41% |
| 5 Years and 2 Months | $149,903 | $10,249 at 6.84% |
| 6 Years and 2 Months | $160,152 | $10,190 at 6.36% |
About Salary and Experience
Salary by Year :
Salary increases gradually in the first years, rises vigorously with greater experience and grows robustly into maturity.
Salary Growth Overall :
The increase in Salary average from low to high experience is more than that in the USA IT job market as a whole.
Salary and Experience Range :
Salary average rises with experience: $90,087 at the low experience of Entry Level; $149,903 at the average experience of 5 Years and 2 Months; and, $202,406 at the top experience of 10 Years and 4 Months.
Experience End Points :
0 = Entry Level.
16 Years and 5 Months = Top 2.5% Experience in the IT Job with the highest required experience in the USA.
Job Market :
Job offers, publicly posted in want ads by employers, were observed and measured from 1/2/25 to 12/31/25.
View: Documentation and Methodology.
Salary by Year
Salary and Experience Range
95% of Jobs require Experience between the Low and Top
| Experience | Salary Average | Raise +1 Year | |
|---|---|---|---|
| Low | Entry Level | $90,087 | $14,681 at 16.30% |
| Average | 5 Years and 2 Months | $149,903 | $10,249 at 6.84% |
| Top | 10 Years and 4 Months | $202,406 | $10,089 at 4.98% |
Qualifications
Description
Application development, using Python programming language with R statistical analysis, is the position's primary responsibility.
Skills
The qualifications of this information technology Job:
- Python;
- R statistical software;
-
- Software-Application Developer,
-
Agile, Application (App), Back End, Big Data, Cloud, .Net, Embedded, Front End, Full Stack, Machine Learning, Mobile, Portal, Software (SW), User Interface (UI), User Experience (UX) or Web,
and
Analyst, Architect, Developer, Engineer, Lead or Programmer.
Characteristics
A+ Skills
Additional IT skills requested in some job descriptions:
- Project Lead,
- Development Manager, Lead Developer, Project Lead, Project Manager, Project Supervisor, Team Lead, Team Supervisor or Technical Lead,
- 8.1% of job descriptions;
- Master of Arts/Science or Ph.D. Graduate Degree,
- 31.5% of job descriptions;
- Bachelor of Arts/Science Degree,
- 42.5% of job descriptions;
- Security Clearance,
- 4.4% of job descriptions;
- Financial Sector,
- Asset Management, Banking, Brokerage, Commodity Trading, Derivative Trading, Equity Trading, Finance, Insurance, Investment, Securities Trading, Stock Market or Wall Street,
- 3.7% of job descriptions;
- Tableau,
- 24.5% of job descriptions;
- Spark,
- 11% of job descriptions;
- Data Mining,
- 8.8% of job descriptions;
- Hadoop,
- 2.9% of job descriptions;
- Google App Engine (GAE),
- 2.9% of job descriptions;
- Microsoft Azure,
- 4% of job descriptions;
- AWS (Amazon Web Services),
- 7.3% of job descriptions.
Location
Miami, FL
- Florida,
- Aventura, Biscayne Gardens, Broward, Brownsville, Carol City, Coconut Creek, Cooper City, Coral Gables, Coral Springs, Coral Way Village, Dania, Davie, Deerfield Beach, Doral, Fort Lauderdale, Hallandale, Hialeah, Hialeah Gardens, Hollywood, Homestead, Ives Estates, Kendal, Key Biscayne, Lauderdale Lakes, Lighthouse Point, Margate, Melrose Park, Miami Beach, Miami Dade, Miami, Miami Lakes, Miami Shores, Miami-Dade, Miramar, Norland, North Bay Village, North Lauderdale, North Miami Beach, North Miami, Oakland Park, Oakland Pk, Ojus, Palm Springs North, Pembroke Pines, Pinewood Park, Plantation, Pompano Beach, Richmond Heights, Sweetwater, Tamarac, Uleta, West Miami, Westchester, Westwood Lakes and Wilton Manors.
These locations are all included in the Miami, FL metropolitan area as defined by the U.S. Office of Management and Budget (OMB).