Data Scientist: Org Intelligence & Pay Equity (Remote)

Equinox Hcp Llp; United States; Remoto; USD 6.300 - 13.000; Tempo integral

Resumo da vaga

Equinox Hcp Llp is seeking a Data Scientist for Organization Intelligence & Analytics to own the statistical core behind EquiSight, translating client datasets into defensible organizational insights.

You will work with a Technical Lead, Data Architect and HR Domain Advisors to build, test and maintain analytic engines, focusing on OLS regression, robust SEs and pay-equity analytics. Remote-friendly with Mumbai-based collaboration.

Qualificações

• Bachelor’s or Master’s in Statistics, Econometrics, or related field.
• 0–2 years’ experience; statistics-first graduate or junior analyst.
• Strong OLS regression, log transformations, dummy-variable encoding, hypothesis testing, p-values, confidence intervals and robust standard errors.
• Strong Python, data manipulation, clean code organization and numerical accuracy.

Responsabilidades

• Implement statutory metrics including mean/median pay gaps, variable pay, quartile bands and gaps by category.
• Model adjusted like-for-like pay gaps with OLS log-linear regressions controlling for grade, job family, country and tenure.
• Apply robust standard errors (HC3/HC1), confidence intervals, significance tests and Gelbach decomposition to separate structural workforce drivers from unexplained residuals.
• Maintain automated reference-dataset validation suites across 30+ compliance figures to prevent drift between deployments.
• Develop regression-residual anomaly detection and remediation cost scenarios while preserving workforce regression dynamics.

Conhecimentos

Python

OLS regression

Statistical analysis

Data manipulation

Hypothesis testing

Formação

Bachelor’s degree in Statistics/ Econometrics/ related field

Master’s degree in Statistics/ Econometrics/ related field

Ferramentas

Pandas

NumPy

Statsmodels

SciPy

PostgreSQL

PyTest

ORM

Descrição da vaga

Equinox Hcp Llp is seeking a Data Scientist for Organization Intelligence & Analytics to own the statistical core behind EquiSight, translating client datasets into defensible organizational insights.

You will work with a Technical Lead, Data Architect and HR Domain Advisors to build, test and maintain analytic engines, focusing on OLS regression, robust SEs and pay-equity analytics. Remote-friendly with Mumbai-based collaboration.