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Company

Original Job Post

Comcast · 3 days ago

Manager, Data Science

Philadelphia, PA

Full-time

Onsite

Senior Level

5+ years exp

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Insider Connection @Comcast

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Develop forecasting models using time-series, machine learning, or deep learning algorithms and techniques.

Partner with Comcast Planning and Operations team members to support and drive overall Comcast demand/supply planning solution optimizations/improvements.

Contribute to the technical design of all data science related projects.

Utilize technologies such as artificial intelligence, machine learning, statistical techniques, and data integration for decision support.

Continuous improvement planning roadmap for data science projects.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Forecasting ModelsTime-SeriesMachine LearningDeep LearningData ScienceOptimization ModelsPythonSparkScalaROpen Source FrameworksScikit LearnTensorFlowPytorchDatabasesData Warehouse DesignCloud StorageETL Best PracticesGitHubML Cloud Compute SolutionsAWS SageMakerMicrosoft AzureGoogle CloudKubeflowDatabricksExcelPowerPointSQLML PipelinesProblem-Solving

Required

Experience developing forecasting models using time-series, machine learning, or deep learning algorithms and techniques

Experience in Data science, machine learning, or optimization models

Experience in Python, Spark, Scala, or R, using open source frameworks (e.g., scikit learn, TensorFlow, Pytorch)

Knowledge of databases, data warehouse design, cloud storage, and ETL best practices

Experience with GitHub and ML cloud compute solutions (e.g., AWS SageMaker, Microsoft Azure, Google Cloud, Kubeflow, Databricks)

Results-driven with business acumen and ability to communicate findings

Advanced capabilities in Excel, PowerPoint, SQL, and Python for analyses, model building, and presenting findings

Excellent project management, organizational, and collaboration skills

Global team collaboration experience

Ability to drive projects from ideation to production via ML pipelines

Bachelor's Degree

Preferred

6+ years of data science/ops research experience, preferably in supply chain industry, demand planning, CPG industry, or retail replenishment

Master’s Degree in Statistics, Operations Research, Data Science, Computer Science, or related field. PhD a plus

Experience in supply chain planning systems like 09 Solutions, SAP APO, Blue Yonder, or other top tier solutions

Knowledge of leading data reporting applications (e.g., Tableau, Power BI, Qlikview)

Understanding of supply and demand best practices and processes

Track record of innovative applications of data science principles to solve business problems efficiently

Experience with demand management metrics and forecasting accuracy

Operational and managerial skills in data-driven demand forecasting, logistics, supply chain, & operations

Multiple years of consumer goods retail environment experience with advanced modeling techniques

Strong analytical & data mindset

Benefits

Health Insurance

Retirement Plan

Company

Comcast

Glassdoor

3.8

Comcast is a media and technology company that connects millions of people to the moments and experiences that matter most. It is a sub-organization of SkyShowtime.

Founded in 1963

Philadelphia, Pennsylvania, USA

10,001+ employees