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Tech Intern - Data & Machine Learning Engineer

Company: Comcast
Location: Sunnyvale
Posted on: November 11, 2019

Job Description:

Business Unit: Department and Position OverviewComcast Labs is an advanced research team applying AI, ML and Data Engineering to solve hard problems throughout Comcast. Additionally, we research advanced technologies and developing Proof of concepts around how future advancements in AI and technology will impact Comcast and its customers in 3 -5 years and beyond. This position will be a key member of the Applied ML and Data Engineering team focused on solving problems and developing innovation solutions for our Customer Experience and Supply Chain Organizations. Job DescriptionThis position will be immersed in the Comcast Labs Applied ML team. They will learn, assist and apply data engineering and data science methods to solve hard problems and identify opportunities.They will interact with all members of the team, learning sharing and collaborating on various Data Science and Artificial intelligence concepts and projects (Drones, Predictive Modeling, NLP / Generative Language systems, Advanced Machine learning for Customer interactions and much more) This will work closely with their direct manager and peers yet be responsible for a portion of the project deliverable related to Data Engineering, Data Structure, testing and modeling. This is a highly visible and energetic team. This position will have great exposure and a fantastic opportunity to learn while being a direct contributor delivering ML / DE systems for our CX & Supply Chain Teams. Intern Roles & ResponsibilitiesAssist to Improve and scale the data pipeline and systems created for the SCV and Applied ML projects? Create a new SCV repo using existing SCV code in SCM repo? Get familiar with SCV scripts already developed in Python and Spark for downloading, cleaning, merging, transforming and uploading data related to XB3 forecast group? Develop unit tests for functions? Run data pipeline for all forecast groups? Configure and monitor the data pipeline using Apache Airflow or similar? Manage databases in MariaDB (MySQL), Neo4J and MongoDB and offer admin support to data analysts and data scientists? Configure timely backups of each database? Keep backups of source files needed to generate each database? Document how to run each data pipeline script, what processes are automated and exceptions, if any.? Build and maintain Docker containers of certain services (SCV Neo4J datasets)Explore and test new concept, tools and methods in Data science and Data engineering. - Regular, consistent and punctual attendance. Must be able to work nights and weekends, variable schedule(s) and overtime as necessary.- Other duties and responsibilities as assigned. Preferred Skills and Qualifications:? Seasoned in Python and Spark (3+ years of experience)? Familiar with SQL and NoSQL DB systems? Familiar with *nix bash scripting? Familiar with Docker ? Familiar with Machine Learning / Data Science fundamentals ? Familiar with Juypter Notebooks Job Specification:Education Level ? University (Bachelors)Field of Study ? Computer Science; Computer Engineering; Software Engineering; Mathematics/Applied Mathematics; Data ScienceYears of Experience ? Classroom
Employees at all levels are expected to:
- Understand our Operating Principles; make them the guidelines for how you do your job
- Own the customer experience-think and act in ways that put our customers first, give them seamless digital options at every touchpoint, and make them promoters of our products and services
- Know your stuff-be enthusiastic learners, users and advocates of our game-changing technology, products and services, especially our digital tools and experiences
- Win as a team-make big things happen by working together and being open to new ideas
- Be an active part of the Net Promoter System-a way of working that brings more employee and customer feedback into the company-by joining huddles, making call backs and helping us elevate opportunities to do better for our customers
- Drive results and growth
- Respect and promote inclusion and diversity
- Do what's right for each other, our customers, investors and our communities

?Comcast is an EOE/Veterans/Disabled/LGBT employer

Keywords: Comcast, Sunnyvale , Tech Intern - Data & Machine Learning Engineer, Other , Sunnyvale, California

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