AI/ML Product Development Intern – Summer

DIRECTV; Wichita (KS); In loco; USD 34.000 - 47.000; Tempo pieno

Descrizione del lavoro

DIRECTV is seeking a Summer Intern to support our Product Development team by working on AI/ML driven solutions for the customer experience. This in-person role based in Clarksburg, MD offers hands-on projects and real-world problem solving.

The intern will build AI/ML tools, evaluate models, and collaborate across teams to deliver video solutions for commercial applications while gaining exposure to PyTorch/TensorFlow, Python, and the broader ML lifecycle.

Competenze

• Pursuing a four-year undergraduate or advanced degree in AI/CS/SE/IT/Data Science.
• Proficiency in Python and the ML stack (NumPy, Pandas) with reproducible scripts.
• Select ML approach (supervised/unsupervised/DL/RL) by data & problem type.
• Support end-to-end model lifecycle: data collection to validation.
• Build and benchmark baseline models in Python: linear regression, trees, SVM.
• OS/tools: Linux, Android; Claude Code and OpenAI API experience.
• Apply unsupervised methods to unlabeled data; evaluate clustering & PCA.
• Address overfitting/underfitting; bias-variance trade-off during tuning.
• Evaluate models with accuracy/precision/recall/MSE; select criteria.
• Experiment with ensembles to improve accuracy; prototype DL architectures.
• PyTorch or TensorFlow; generative AI setups; exposure to transformers.
• Cross-functional collaboration; strong presentation skills.

Mansioni

• Develop AI/ML tools and contribute to AI-powered media insights.
• Develop an AI-powered platform to analyze live/recorded video content.
• Work with video metadata, captions, transcripts, and AI/ML models for topics and search.
• Evaluate AI models, develop data pipelines, and build prototype tools/dashboards.
• Collaborate across teams to demonstrate new media intelligence use cases.

Conoscenze

Python

NumPy

Pandas

Machine Learning

Data preprocessing

Model evaluation

Linux

Communication

Formazione

Undergraduate AI/CS/SE/Data Science degree

Strumenti

Claude Code

OpenAI API

PyTorch

TensorFlow

Descrizione del lavoro

DIRECTV is seeking a Summer Intern to support our Product Development team by working on AI/ML driven solutions for the customer experience. This in-person role based in Clarksburg, MD offers hands-on projects and real-world problem solving.

The intern will build AI/ML tools, evaluate models, and collaborate across teams to deliver video solutions for commercial applications while gaining exposure to PyTorch/TensorFlow, Python, and the broader ML lifecycle.