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
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.