# Logistic Regression

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/logistic-regression

Logistic regression is a statistical and machine learning method used to model the probability of a binary or categorical outcome based on one or more predictor variables. It applies a logistic (sigmoid) function to a linear combination of inputs, making it widely used by data scientists and analysts for classification tasks such as churn prediction, credit scoring, and medical diagnosis. It is valued for its interpretability compared to more complex classification models.

## Logistic Regression in the job market

- Open roles: 8
- Employers hiring: 6
- Last checked: September 13, 2026

## Asked for alongside Logistic Regression

Measured from the 8 open roles that name Logistic Regression, not from a curated list.

- [Python](https://career.thegoodapps.co/skills/python) — 8 roles (100.0%)
- [SQL](https://career.thegoodapps.co/skills/sql) — 7 roles (87.5%)
- [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 6 roles (75.0%)
- [R](https://career.thegoodapps.co/skills/r) — 6 roles (75.0%)
- [Statistical Modeling](https://career.thegoodapps.co/skills/statistical-modeling) — 4 roles (50.0%)
- [Deep Learning](https://career.thegoodapps.co/skills/deep-learning) — 3 roles (37.5%)

## Roles that use Logistic Regression

- [Data Scientist](https://career.thegoodapps.co/occupations/data-scientist) — 6

## Employers hiring for Logistic Regression

- [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — 3 open roles
- [General Mills](https://career.thegoodapps.co/organizations/general-mills) — 1 open role
- [Intuit](https://career.thegoodapps.co/organizations/intuit) — 1 open role
- [Levi Strauss & Co.](https://career.thegoodapps.co/organizations/levi-strauss-co) — 1 open role
- [Sentry Insurance](https://career.thegoodapps.co/organizations/sentry-insurance) — 1 open role
- [Target](https://career.thegoodapps.co/organizations/target) — 1 open role

Related skills: [Python](https://career.thegoodapps.co/skills/python), [Machine Learning](https://career.thegoodapps.co/skills/machine-learning), [Predictive Modeling](https://career.thegoodapps.co/skills/predictive-modeling), [Statistical Modeling](https://career.thegoodapps.co/skills/statistical-modeling), [scikit-learn](https://career.thegoodapps.co/skills/scikit-learn), [Regression Analysis](https://career.thegoodapps.co/skills/regression-analysis), [Classification Algorithms](https://career.thegoodapps.co/skills/classification-algorithms)

## Open roles requiring Logistic Regression (8)

- [Predictive Modeler](https://career.thegoodapps.co/jobs/3fca493b-6d22-476d-a397-c52e280aaf3e/predictive-modeler-at-auto-owners-insurance) at [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — Lansing, MI
- [Industrial R&D Statistics & Experimentation Manager](https://career.thegoodapps.co/jobs/2ba37be5-2ea1-4fb2-85cf-56570e9e5eda/industrial-r-d-statistics-experimentation-manager-at-general-mills) at [General Mills](https://career.thegoodapps.co/organizations/general-mills) — Full-time, Minneapolis, MN, $128,900 – $193,400
- [Sr Data Scientist - Supply Chain Optimization (Middle Mile)](https://career.thegoodapps.co/jobs/b8133343-147f-4eb7-8006-42803fe083b4/sr-data-scientist-supply-chain-optimization-middle-mile-at-target) at [Target](https://career.thegoodapps.co/organizations/target) — Full-time, $98,000 – $211,000
- [Data Scientist](https://career.thegoodapps.co/jobs/6a4d19e1-54cf-4b80-8d39-de98d43f1fc5/data-scientist-at-levi-strauss-co) at [Levi Strauss & Co.](https://career.thegoodapps.co/organizations/levi-strauss-co) — Full-time, €60,500 – €80,700
- [Advanced Analytics Modeler (Hybrid Work Model)](https://career.thegoodapps.co/jobs/1ac1accf-fa26-4a89-993d-30632ffbc43b/advanced-analytics-modeler-hybrid-work-model-at-sentry-insurance) at [Sentry Insurance](https://career.thegoodapps.co/organizations/sentry-insurance) — Stevens Point, WI
- [Staff Data Scientist – Voice of the Customer (VoC)](https://career.thegoodapps.co/jobs/096d1451-f878-4d11-8252-2b488873f591/staff-data-scientist-voice-of-the-customer-voc-at-intuit) at [Intuit](https://career.thegoodapps.co/organizations/intuit) — San Diego, CA, $185,500 – $251,000
- [Data Scientist](https://career.thegoodapps.co/jobs/dfb0c458-1a54-40e1-877b-9d823b6291be/data-scientist-at-auto-owners-insurance) at [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — Lansing, MI
- [Experienced Data Scientist](https://career.thegoodapps.co/jobs/83113da7-464f-472d-be07-7a50939523e9/experienced-data-scientist-at-auto-owners-insurance) at [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — Full-time, Lansing, MI