Comcast

Engineer 4, Machine Learning

Chennai, Tamil Nadu, India

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Entertainment, Biotechnology, Media and TechnologyIndustries

Job Description

Position Overview

  • Location Type: [Not Specified]
  • Employment Type: Full Time
  • Salary: [Not Specified]

Comcast is a Fortune 50 leader in media and technology, focused on innovation and creating entertainment and online experiences. This role focuses on designing, developing, and implementing advanced time series forecasting models.

Job Summary

A senior-level data science role responsible for designing, developing, and implementing advanced time series forecasting models to predict future trends based on historical data.

Core Responsibilities

  • Lead the design and development of complex time series forecasting models using various techniques like ARIMA, Exponential Smoothing, Seasonal Decomposition, Prophet, LSTM networks, and other cutting-edge algorithms based on business needs.
  • Thoroughly analyze large volumes of time series data to understand patterns, trends, seasonality, and potential anomalies.
  • Fine-tune LLM models and work on time series models.
  • Prototype and develop solutions for ML/LLM operations and Applied AI.
  • Lead a team of data scientists and engineers focused on time series forecasting projects.
  • Provide technical guidance, mentorship, and knowledge transfer to team members on time series analysis techniques and best practices.

Requirements

  • [Not Specified]

Responsibilities (General - Based on Company Values)

  • Understand and adhere to Comcast’s Operating Principles.
  • Focus on the customer experience and provide seamless digital options.
  • Be an enthusiastic learner and advocate for technology and digital tools.
  • Participate in the Net Promoter System to gather feedback and improve customer satisfaction.
  • Drive results and growth.
  • Respect and promote inclusion & diversity.
  • Do what’s right for each other, customers, investors, and communities.

Disclaimer

This information indicates the general nature and level of work performed by employees in this role. It does not contain a comprehensive inventory of all duties, responsibilities, and qualifications.

Skills

Time Series Forecasting
ARIMA
Exponential Smoothing
Seasonal Decomposition
Prophet
LSTM
Large Language Models (LLMs)
Machine Learning
Applied AI
Data Analysis
Model Fine-tuning
Team Leadership
Mentorship

Comcast

Comcast Corporation is a global media and technology company.

About Comcast

Philadelphia, PennsylvaniaHeadquarters
1963Year Founded
$42.3MTotal Funding
IPOCompany Stage
10,001+Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
401(k) Company Match
Paid Vacation
Paid Parental Leave
Tuition Reimbursement
Unlimited Paid Time Off

Risks

Competition from streaming services impacts Comcast's traditional cable TV business.
5G technology enables new competitors in the broadband market, threatening Comcast's market share.
Consumer scrutiny of data caps and pricing could lead to reputational damage.

Differentiation

Comcast's acquisition of Nitel enhances its managed services offerings in the enterprise sector.
Comcast's digital equity grants highlight its commitment to corporate social responsibility.
Comcast's involvement in rural broadband initiatives opens new markets and customer bases.

Upsides

Comcast's $150M investment in Rio Rancho boosts internet speed and connectivity.
Transform Wealth LLC's investment indicates confidence in Comcast's financial health.
Comcast's expansion efforts could lead to increased customer satisfaction and retention.

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