Position Details

Type Not Specified

Experience senior

Exp. Years 8+ years

Education Not specified

Category Data & Analytics

About this role

Snowflake is seeking a senior data scientist to develop and lead advanced forecasting systems, focusing on time-series and probabilistic models to support revenue planning and financial strategy.

Key Responsibilities

Design and implement forecasting models
Lead modeling initiatives
Build scalable data infrastructure
Partner with finance and product teams
Automate model evaluation and monitoring

Technical Overview

This role involves building production-grade forecasting infrastructure using Python, SQL, and cloud data platforms like Snowflake, BigQuery, and Spark, with a focus on probabilistic and Bayesian modeling techniques.

Ideal Candidate

The ideal candidate is a senior data scientist with over 8 years of experience in time-series forecasting, probabilistic modeling, and large-scale data infrastructure. They should have expertise in Python, SQL, and cloud data platforms, with a strong ability to lead impactful modeling initiatives.

Must-Have Skills

Time-series modelingForecastingProbabilistic modelsPythonSQLData processing

Nice-to-Have Skills

Bayesian approachesMultivariate forecastingUncertainty quantificationScenario simulationModel evaluationBacktestingMonitoringDrift detection

Tools & Platforms

SnowflakeBigQueryRedshiftSpark

Required Skills

PythonSQLtime-series modelingprobabilistic modelsBayesianforecastingmachine learningstatistical researchdata processing

Hard Skills

PythonSQLTime-series modelingProbabilistic modelsBayesian approachesForecastingMachine LearningStatistical researchData processingSnowflakeBigQueryRedshiftSpark

Soft Skills

LeadershipCommunicationMentoringAnalytical thinkingProblem-solvingCollaborationStrategic thinkingImpact-driven

Industry & Role

Industry SaaS

Job Function Lead the development of advanced forecasting models for enterprise revenue planning

Role Subtype Data Scientist

Tech Domains Python, SQL, Snowflake, BigQuery, Redshift, Spark

Keywords for Your Resume

Senior Data ScientistForecasting systemsTime-series modelsProbabilistic modelingBayesianMachine LearningStatistical researchData infrastructureSnowflakeBigQueryRedshiftSparkFinancial modelingRevenue forecastingData scienceAnalyticsTime-series modelingForecastingProbabilistic modelsPythonSQL

Deal Breakers

Less than 8 years of experience, No experience with time-series or forecasting, Lack of proficiency in Python and SQL, No experience with Snowflake or cloud data platforms

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