Carnegie Mellon University is seeking a Research Programmer/Analyst to investigate new algorithms and models for human behavior analysis and modeling using computer vision and machine learning, aiming to connect different science disciplines.
Requirements
- Computer vision
- Machine learning
- Multimodal machine learning algorithms
- Deep learning networks
- Video classification
- Behavioral cue extraction
- Artificial intelligence
Responsibilities
- Write code and develop novel theoretical and practical state of the art artificial intelligence/machine learning algorithms that are focused on human behavior modeling related to video classification using deep learning networks for end-users.
- Develop, implement, and test multimodal machine learning algorithms to analyze and recognize multimodal human behavior in real world settings.
- Design of efficient perceptual algorithms for behavioral cue extraction.
- Develop novel approaches for the modeling people interaction, with application to medical research and affective computing.
- Designs, develops, tests and maintains applications or system programs.
- Gather and provides input on functional specifications and requirements.
- Perform approved research project tasks according to defined protocols and procedures including appropriate collection, recording, storage, and analysis of data, and reporting of results.
Other
- PhD degree in computer science, applied mathematics or electrical engineering, with a focus on computer vision/machine learning.
- At least three years’ experience in a research environment with at least one year in the designated specialty of research.
- Strong interpersonal, verbal, and written communication skills.
- Strong organization and planning skills, careful attention to detail with strong follow-through, able to prioritize and organize tasks effectively to accomplish objectives in a timely matter.
- Enthusiastic about collaborating with partners from multiple disciplines and institutions.
