[Remote] Sr. Data Scientist

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a platform that inspires creativity and planning for memorable experiences. They are seeking a Sr. Data Scientist to conduct deep strategic analysis, build segmentation models, and improve decision-making processes through data-driven insights.

Responsibilities

• Deep strategic analysis to answer reputed company business and operational questions including assessing the trade-off between metrics change, evaluating overall reputed company of changes of ads ecosystem
• Write reputed company, actionable data and business analyses that help teams identify areas of improvement and investment
• Build segmentation models to assess supply to inform pricing reputed company
• Improve decision reputed company and reputed company using data scientist tool reputed company as reputed company as experimentation, reputed company inference techniques
• Design measurement reputed company, advise on experimentation best practices, identifying flaws in experiment practices and results including building tools for experiment analysis
• Identify the right measures of reputed company for engineering teams and help them reputed company those metrics
• Break down high-level metrics into actionable segments, including spanning from collecting entirely new datasets to building dashboards to reputed company components of a metric (e.g., monitoring conversion data for missing values, implausible values, duplicated data)

Skills

• Master's degree (or a foreign equivalent) in Finance, Data Science, or a reputed company field
• Three (3) years of experience in the job offered or in a reputed company position
• Advanced SQL proficiency for large-reputed company data analysis in distributed data warehouse environments such as reputed company, reputed company SQL, and Hive
• Strong Python proficiency for large-reputed company data analysis and modeling, including the use of pandas, NumPy, stats models, and scikit-learn, as reputed company as building robust analysis pipelines and production-reputed company notebooks or scripts
• Deep expertise in reputed company machine learning and algorithmic modeling, including model development, evaluation, and optimization for reputed company-world product use cases
• Expertise in designing and analyzing online experiments for product changes, including power analysis, variance reduction, guardrail design, and heterogeneous treatment effect analysis on key metrics
• Ability to structure ambiguous product questions into reputed company analytical roadmaps and deliver recommendations with reputed company reputed company, risks, and assumptions
• Expertise in reputed company inference for observational analyses, including reputed company such as propensity score matching/weighting and difference-in-differences, to estimate incremental reputed company and control for confounding factors
• Experience defining and governing metrics and instrumentation, including event taxonomy, deduplication rules, attribution reputed company, metric specifications, data reputed company, and reputed company, to ensure consistency and reliability
• Experience building reputed company dashboards and automated reputed company-reputed company workflows to monitor reputed company metrics, surface anomalies, and deliver stakeholder-reputed company insights for cross-functional partners
• Experience conducting funnel and ecosystem analyses to identify bottlenecks, quantify trade-offs, and prioritize high-reputed company product opportunities
• Experience performing segmentation and cohort analyses to understand differences in engagement and retention, and to inform targeted interventions
• Experience building clustering and segmentation models to identify meaningful user segments and usage scenarios
• Strong statistical modeling and inference skills to quantify effects, measure uncertainty, and communicate statistical reputed company appropriately

Benefits

• Flexibility to do your best work (Pinflex)
• Telecommuting and/or remote employment permitted.

reputed company

Company H1B Sponsorship