Hiring Regression developers? Then you should know!
How and where is Regression used?
- Marketing Analysis: Predicting customer purchases
- Healthcare: Predicting patient readmission rates
- Finance: Forecasting stock prices
- Retail: Predicting sales trends
- Sports: Analyzing player performance
- Manufacturing: Predicting equipment maintenance
- Transportation: Analyzing traffic patterns
- Real Estate: Predicting housing prices
- Education: Predicting student performance
- Weather Forecasting: Predicting temperatures
Compare Junior, Middle, Senior, and Expert/Team Lead Regression Developer roles
Seniority Name | Years of experience | Responsibilities & Activities | Average salary (USD/year) |
---|---|---|---|
Junior | 0-2 years |
| $50,000 |
Middle | 3-5 years |
| $70,000 |
Senior | 6-8 years |
| $90,000 |
Expert/Team Lead | 9+ years |
| $120,000 |
Quick Facts about Regression.
- Regression Software Development emerged in 1958 with the creation of the first regression model by statisticians.
- Most popular project types using Regression Software Development are data analysis, predictive modeling, and financial forecasting.
- The entry threshold for utilizing Regression Software Development is basic knowledge of statistics and programming languages like Python or R.
- The most popular related technology to Regression Software Development is Machine Learning, particularly in the field of predictive analytics.
- Fun Fact: The term “regression” was coined by Sir Francis Galton in the 19th century while studying the relationship between the heights of fathers and sons.
TOP Regression Related Technologies
- R
- Python
- SAS
- Apache Spark
- TensorFlow
- Weka
- KNIME
- RapidMiner
- Orange
- Microsoft Azure Machine Learning
What are top Regression instruments and tools?
- Scikit-learn: Python library for ML – released in 2007
- TensorFlow: By Google for ML – released in 2015
- RapidMiner: Predictive analytics – released in 2001
- Weka: Data mining software – released in 1993
- Apache Spark MLLib: Spark’s ML library – released in 2014
Talk to Our Talent Expert
Our journey starts with a 30-min discovery call to explore your project challenges, technical needs and team diversity.
Maria Lapko
Global Partnership Manager