DIRECTV for Business Product Development Intern

DIRECTV; Milwaukee (WI); On-site; USD 34,000 - 47,000; Part time

Job summary

DIRECTV is seeking a Summer Intern to support the Product Development team in Clarksburg, MD, applying AI/ML to real-world video solutions for the commercial market.

You will work on data collection, preprocessing, training, and evaluation, building baseline models in Python, and prototyping CNNs/RNNs/Transformers with PyTorch or TensorFlow. This 10-week program offers hands-on experience and cross-functional collaboration.

Qualifications

• Proficiency in Python and its ML ecosystem with reproducible training/evaluation scripts.
• Assist in selecting ML approaches (supervised/unsupervised/deep learning/reinforcement) based on data.
• Support end-to-end model development lifecycle: data collection, preprocessing, feature extraction/selection, training, validation.
• Build and benchmark baseline models in Python (e.g., linear regression, trees, SVM).
• Operate Linux/Android; use Claude Code and OpenAI API.
• Apply unsupervised techniques like clustering, PCA, association rule mining.
• Address overfitting and bias-variance in model tuning.
• Evaluate models using accuracy/precision/recall/MSE, propose evaluation criteria.
• Experiment with ensembles (bagging/boosting/random forests).
• Prototype CNNs/RNNs/Transformers using PyTorch or TensorFlow.
• Explore generative AI setups with language models and GANs.
• Cross-functional collaboration; strong presentation skills.

Responsibilities

• Develop AI/ML tools and features for video/content analysis.
• Contribute to AI-powered media intelligence platform for commercial markets.
• Work with video metadata, captions, speech-to-text, and AI/ML models for topics and search.
• Evaluate models, build data-processing pipelines, experiment with embeddings and semantic search.
• Build prototype tools or dashboards to demonstrate new media intelligence use cases.
• Collaborate with product teams to understand requirements and deliver demonstrations.

Skills

Python

NumPy

pandas

ML fundamentals

supervised learning

Education

Pursuing Bachelor's degree in AI/CS/Data Science

Tools

Claude Code

OpenAI API

PyTorch

TensorFlow

Linux

Android

Job description

At DIRECTV , we’re redefining the future of entertainment. From satellite to streaming, we deliver innovative video experiences that connect people to the content they love—anytime, anywhere. Join a team that’s shaping the next generation of media and entertainment.

DIVE into DIRECTV for Business as a Summer Intern!

The work our team does directly impacts the DIRECTV customer experience through providing support for our Product Development organization by working on real-world problems relating to the overarching customer experience.

This in-person role is based in Clarksburg, Maryland. The selected candidate will work with Artificial Intelligence and Machine Learning to create innovative video solutions for the commercial market.

Project Examples

• Develop artificial intelligence and machine learning tools

• Contribute to the development of an AI-powered media intelligence platform that analyzes live and recorded video content.

• Work with video metadata, closed captions, speech-to-text transcripts, and AI/ML models to identify topics, summarize content, detect relevant events, and enable natural-language search across video streams.

• Evaluating AI models, developing data-processing pipelines, experimenting with embeddings and semantic search, and building prototype tools or dashboards to demonstrate new media intelligence use cases.

What We’re Looking For

• Students pursuing a four-year undergraduate or advanced degree in Artificial Intelligence, Computer Science, Software Engineering, Information Technology, or Data Science.

• Required: Proficiency in Python and its ML ecosystem (NumPy and pandas), with the ability to write reproducible training and evaluation scripts.

• Assist in selecting the appropriate machine learning approach (supervised, unsupervised, deep learning, or reinforcement learning) based on problem type and data availability

• Support the end-to-end model development lifecycle, including data collection, preprocessing, feature extraction and selection, training, and validation

• Build and benchmark baseline models in Python, including linear regression, decision trees, and support vector machines, for classification and regression tasks

• Operating Systems and tools: Linux and/or Android, Claude Code and OpenAI API

• Apply unsupervised learning techniques such as clustering, principal component analysis, and association rule mining to explore unlabeled datasets

• Identify and address overfitting and underfitting, applying bias–variance trade-off analysis during model tuning and selection

• Evaluate model performance using appropriate metrics (accuracy, precision, recall, mean squared error) and recommend evaluation criteria suited to the problem domain

• Experiment with ensemble methods (bagging, boosting, random forests) to improve prediction accuracy and generalization over single-model baselines

• Prototype deep learning architectures - CNNs for image data, RNNs for sequential data, and transformers for NLP — using PyTorch or TensorFlow

• Support experimentation with generative AI setups, including transformer-based language models and GANs for synthetic data generation

• Cross functional collaboration; Strong presentation skills

Program Details

• Duration: 10-week internship (3-5 days per week in the Clarksburg, MD office)

• Program Dates: 6/7/27 – 8/13/27 or 6/14/27 – 8/20/27

• Eligibility: Must have full U.S. work authorization now and in the future

• This position can earn $25 - $34 per hour, not to mention all the other amazing rewards that working at DIRECTV offers. (Hourly rate based on academic status)

DIRECTV employees are expected to always be honest, trustworthy, and operate with integrity. Discrimination and harassment of any kind (including sexual harassment) will not be tolerated. We remain steadfast in our belief for diversity, equity, and inclusion; therefore, we encourage success based on individual merit and ability without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, disability, marital status, citizenship status, military/veteran status, or any other protected status. DIRECTV celebrates and is enriched by our differences; therefore we fully consider all qualified applicants including, those with a criminal history.