
Posted 20 hours ago
Principal Data Scientist
BrillioPrincipal Data Scientist
Requirements
15-18 years advanced data science experience, Expertise in hypothesis testing and regression, Proficiency in Python, PySpark, and R, Experience with TensorFlow, PyTorch, and Sci-Kit Learn, Knowledge of probabilistic graph models, Experience with Kubeflow and BentoML, Master's or PhD in Data Science, Statistics, or related field
Skills
PythonPySparkTensorFlowPyTorchRMachine Learning
About the role
Responsibilities
- Design and implement robust statistical models and machine learning algorithms for large-scale predictive analytics
- Lead end-to-end development of data science projects, including hypothesis testing, regression, and forecasting
- Collaborate with cross-functional teams to translate business requirements into analytical solutions
- Optimize and automate data pipelines using Python, PySpark, and R
- Develop, validate, and maintain probabilistic graph models and advanced statistical computing frameworks
- Utilize ML frameworks such as TensorFlow, PyTorch, and Sci-Kit Learn to build and deploy models
- Establish rigorous model evaluation and monitoring processes
- Mentor and guide junior data scientists to foster technical excellence
Requirements
- 15-18 years of experience in advanced data science roles with leadership experience
- Expertise in hypothesis testing (T-Test, Z-Test) and advanced regression techniques
- Strong programming proficiency in Python, PySpark, and R/R Studio
- Hands-on experience with TensorFlow, PyTorch, and Sci-Kit Learn
- In-depth knowledge of probabilistic graph models and forecasting methods (ARIMA, Exponential Smoothing)
- Experience with model deployment and orchestration tools like Kubeflow and BentoML
- Master's or PhD in Data Science, Statistics, Computer Science, Mathematics, or a related field
Preferred Qualifications
- Experience implementing advanced model monitoring with Evidently AI
- Expertise in data pipeline automation and orchestration using Kubeflow
- Experience with large-scale distributed computing environments
- Strong background in statistical validation and reproducibility best practices
About the Company
Brillio is a fast-growing digital technology service provider and a partner of choice for Fortune 1000 companies. We help organizations turn disruption into competitive advantage through innovative digital adoption, combining cutting-edge technology with design thinking to drive client success.
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Brillio Β· Edison
