Comcast : ML Engineer

Brief Description of position:

 

The Company

Founded in 1963, and headquartered in Philadelphia, Pennsylvania, Comcast Corporation (NASDAQ: CMCSA, CMCSK) is a global media and technology company with two primary businesses: NBCUniversal and Comcast Cable. NBCUniversal operates 30 news and entertainment cable networks, the NBC and Telemundo broadcast networks, television production operations, television station groups, Universal Pictures, and Universal Parks & Resorts.  Comcast Cable Communications, LLC (“Comcast nation’s largest video, high‑speed internet, and phone provider to residential and business customers under the XFINITY brand.  Comcast has invested in technology to build a sophisticated network that delivers the fastest broadband speeds, and brings Cable”) is the customers personalized video, communications, home management offerings, and business services. 

 

COMCAST India

 

Website - http://comcastjobs.in

 

Summary 

Are you interested in solving computer vision / NLP / Audio problems that involve massive data sets from millions of cameras, hundreds of thousands of on-demand videos or thousand channels of live TV? Do you have experience in building large-scale computer vision, NLP, and machine learning system? Do you want to conduct industry-leading research in content analysis technologies and real-time and cloud computer vision / NLP / Voice algorithms to create smart digital homes and help millions of households discover and interact with video and music content on their TV, PC, Phone, and Mobile devices? 

If yes, come join the Comcast Applied AI group. We are an innovative research group within Comcast's Technology & Product organization with office in Chennai India with teams extended to multiple geographies like Washington, DC, Silicon Valley, Philadelphia, Denver and Chicago USA that does groundbreaking research to support the development of novel Deep Learning and Computer Vision based products for Comcast's 22+ Million consumers. 

 
Desired Qualifications 

- Master’s degree in computer science, computer engineering, electrical engineering, mathematics, related technical discipline, or related industry experience; Ph.D. preferred. 

– Strong programming and software development skills, and familiarity Python, deep learning frameworks (Keras, TensorFlow, PyTorch, Caffe), Computer Vision, NLP packages like Spacy, Genism, NLTK, BERT, GPT, ML base packages like NumPy, pandas, scikit and edge or cloud-based computing. 

 

Job Description

  • Develop solutions based on state of art of AI model architectures for end-to-end solutions to address problems in Media domain.
  • Work towards solutions on at least one of the modalities of media like video, audio, and text processing.
  • Define AI ML deep learning / machine learning solution out of a problem statement to design and develop end to end solutions. Keep track of the development in the areas of AI ML to quickly demonstrate solutions.
  • Connect with leads and researchers in USA to co-develop solutions.
  • Work with data engineering and the full ML pipeline towards model development and deployment
  • Presents papers and/or attends conferences, as well as displaying leadership in these areas.
  • Tests and evaluates solutions presented to the Company by various internal and external partners and vendors. Completes case studies, testing and reporting.
  • Collaborates with teams outside of immediate work group. Represents the work team in providing solutions to technical issues associated with assigned projects.
  • Mentor a diverse team of junior engineers in machine learning techniques, tools and concepts. Provides guidance and leadership to more junior engineers.
  • Consistent exercise of independent judgment and discretion in matters of significance.
  • 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.

 

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 & diversity. 
  • Do what's right for each other, our customers, investors and our communities. 

 

 

Disclaimer: The above information has been designed to indicate the general nature and level of work performed by employees in this role. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications. Comcast is an EEO/AA/Drug Free Workplace. Comcast is an equal opportunity employer.

 

 

 

Location
Chennai
Minimum Work Experience:
3 years
Maximum Work Experience:
10 years
Minimum Qualification:
PostGraduate
Maximum CTC (in lakhs per annum):
200.0
Mandatory SkillSet:
NLP, Python, Machine Learning, Computer Vision.
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