Giggso - Senior Data Scientist - Machine Learning/Statistical Modeling
3 weeks ago
Description : - 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 decisionsWork Hours : - 06 : 00PM To 02 : 00 AM IST (ref:hirist.tech)
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Chennai, India Giggso Full timeJob Description Description - 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,...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data ScientistWe are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop sophisticated...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data ScientistWe are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop sophisticated...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data ScientistWe are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop sophisticated...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data Scientist We are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data Scientist We are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data Scientist We are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop...
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Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data Scientist We are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop...
-
Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data ScientistWe are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop...
-
Senior Data Scientist
2 weeks ago
Chennai, India Giggso Full timeSenior Data ScientistWe are seeking a highly skilled and experienced Senior Data Scientist – will develop leading, ground-breaking machine learning and AI-driven models for business use-cases. The Senior Data Scientist will collaborate with stakeholders, other data scientists, data engineers, machine learning engineers and analysts to develop sophisticated...
