Senior Analyst – Data Scientist (Stan Developer)
🚀 WE ARE HIRING | Senior Analyst – Data Scientist (Stan Developer)
📍 Work Mode: Remote
💼 Experience: 6–8 Years
🕘 Shift: General Shift (IST)
👥 Open Positions: 1
💻 Role Type: Technical
Role Overview:
We are seeking a skilled Stan Developer / Bayesian Statistical Modeler with strong expertise in Bayesian statistics, probabilistic programming, and advanced statistical modeling to develop and optimize production-grade statistical models.
🔑 Key Responsibilities:
✅ Develop Bayesian models using Stan, including hierarchical, time-series, spatial, and mixture models.
✅ Optimize model performance, sampling efficiency, and convergence.
✅ Execute MCMC sampling using HMC/NUTS and perform statistical diagnostics.
✅ Analyze R-hat, Effective Sample Size (ESS), divergences, and posterior predictive checks.
✅ Integrate Stan models with production data pipelines.
✅ Apply advanced parameterization techniques and custom C++ functions where required.
✅ Translate statistical outputs and uncertainty estimates into actionable business insights.
🎯 Mandatory Skills:
- Hands-on experience developing and optimizing statistical models using Stan.
- Strong foundation in Bayesian statistics and probabilistic modeling.
- Experience with MCMC, HMC/NUTS, convergence diagnostics, and variational inference.
- Proficiency in R or Python.
- Experience with CmdStan, CmdStanPy, or CmdStanR.➕ Good to Have:
- C++ programming.
- Git, CI/CD, and Docker.
- Parallel processing and GPU acceleration.
- Strong English communication skills.📩 Apply Now: aswini@greathrsol.com
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