49 applicants

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Company

Original Job Post

DICK'S Sporting Goods · 5 days ago

Senior Data Scientist - Bayesian

United States

Full-time

Remote

Senior Level

$83K/yr - $138K/yr

3+ years exp

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Consumer GoodsE-Commerce

H1B Sponsorship

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Responsibilities

Data-driven Product and Service Improvement: Develop data-driven analyses to surface new opportunities to differentiate and improve products and user experiences, ensuring consistency across digital products, services, and channels.

Advanced and Predictive Analytics: Drives the application of machine learning techniques, specifically Bayesian inference and reinforcement learning methods and build predictive, descriptive, and behavioral models to help achieve various business performance indicators and to help identify business opportunities, linking insights to actionable recommendations.

Advanced Data Collection and Analysis: Conduct advanced research using primary data sources and select information needed for the analysis of key themes and trends.

Data Exploration: Perform complex statistical analysis and utilize mining, modeling, and testing techniques to enable the development and deployment of best-in-class solutions.

Data and Analytics Strategy: Make recommendations to improve data and analytics systems and platforms, contributing to the continuous improvement and refinement of data and analytics strategy.

Performance Improvement through Business Intelligence: Create basic machine learning algorithms and support creation of more complex algorithms that identify patterns in structured data. Partner with different business stakeholders and internal clients to ensure the collection of data in accordance with model standards.

Data Architecture: Oversee data collection mechanisms and how they fit into data architecture, partnering with internal and external stakeholders to ensure quality and accuracy.

Functional/Technical Requirements: Support collection of functional requirements using document analysis and workflow analysis to express requirements clearly and succinctly.

Machine Learning Operations: Use source control systems and write prod supportable code. Deploy machine learning models within a machine learning platform. Research machine learning libraries, models, algorithms, and train/retrain systems. Conduct model experiments, testing, logging, and debugging.

Horizon Scanning: Explore and develop a detailed understanding of external developments or emerging issues and contribute to the evaluation of their potential impact on, or usefulness to, the organization.

Ongoing Learning and Development: Develop own and more junior team member capabilities by participating in assessment and development planning activities as well as formal and informal training and coaching; gain or maintain external professional accreditation where relevant to improve performance and fulfill personal potential. Maintain an understanding of relevant technology, external regulation, and industry best practices through ongoing education, attending conferences, and reading specialist media.

Qualification

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TeamworkCommunication

Required

Bachelor's Degree or equivalent level preferred

Over 3 years to 6 years of experience

Basic experience of coordinating the work of others (4 to 6 months)

Company

DICK'S Sporting Goods

Glassdoor

3.7

Dick's Sporting Goods is an authentic full-line sporting goods retailer offering a broad assortment of brand name sporting goods equipment

Founded in 1948

Coraopolis, Pennsylvania, USA

10,001+ employees

http://www.dickssportinggoods.com

H1B Sponsorship

DICK'S Sporting Goods has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

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2020 (17)