Data Scientist
- Leading Client
- 5 - 10 years
- Chennai
- 4 days ago
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Job Description
Job Responsibilities:
- Hands-on developer in building models in complex data environments with unambiguous requirements and enjoys data.
- Advance causal inference techniques to improve outage predictions measurement, including uplift modeling, propensity scoring, and Bayesian methods.
- Develop forecasting models to predict outages performance, resource allocation impacts, and long-term customer impacts for operations teams.
- Enhance ad testing methodologies, including A/B testing, synthetic control experiments, and incrementally testing, to measure efficiency accurately.
- Optimize operational team decisioning, using reinforcement learning, Bayesian optimization, and econometric modeling.
- Work closely with data engineers to scale and automate model deployment, integrating ML solutions into production environments.
Required Qualifications:
- Bachelor's Degree Quantitative Field (math, statistics, economics, computer science, physics, engineering, etc.) (Required)
- Master's/Advanced Degree Quantitative Field (math, statistics, economics, computer science, physics, engineering) (Preferred)
- Proven experience in Fault Prediction models, with a focus on attribution modeling, causal inference, and model mix optimization.
- Strong background in machine learning, fault metrics, and statistical modeling RAN applications.
- Expertise in Python, SQL, and cloud platforms (Azure, Snowflake, Databricks) for scalable modeling and data processing.
- Experience with experimental design and incrementality testing in telecom RAN networking subject areas.
- Ability to communicate complex data science concepts to both technical and non-technical stakeholders, influencing business decisions
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Full Stack Data ScientistEmployement Type: Full timeContact Details:
Company: Leading ClientLocation(s): Chennai+ View Contact
Keyskills: Data Science Azure Snowflake Data Modeling Databricks RAN Data Bricks Python SQL
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