Software Engineer IV at Rose International

This company is exploring and designing novel technologies for the next generation of AI and augmented reality experiences.
We are seeking a highly skilled and motivated ML Engineer/Scientist to join our human-computer interaction (HCI) research team.
We are looking for a candidate with strong coding skills and expertise in machine learning for time-series sensor data, computer vision (CV), software engineering, and/or hardware-software systems bring-up.
The successful candidate will join our multidisciplinary team to work on gesture recognition and multimodal machine learning using novel sensor technologies.

Responsibilities
? Develop and benchmark machine learning and computer vision models for applications such as gesture recognition, hand pose estimation, object detection, contextual understanding, or physiological signal processing.
? Design and implement ML pipelines and systems that collect and preprocess datasets and enable algorithm experimentation.
? Enable multimodal data collection by developing experimental protocols for human-subjects research and bringing-up prototype wearable sensor software and hardware systems
? Collaborate across an interdisciplinary team of researchers and engineers to collect multimodal training datasets and to develop real-time interaction demos.
? Regularly report on project status, deliver high-quality code with thorough documentation, and effectively communicating updates through presentations and written reports

Minimum qualifications
? 2+ years of experience developing and evaluating ML/CV models
? 2+ years of experience developing ML pipelines (e.g., dataset preprocessing, model experimentation and evaluation, software integration, and real-time deployment).
? 3+ years of experience coding with Python
? Experience working with data from physical sensing technologies (e.g., cameras, physiological sensors, electromyography, lidar, radar, IMU)

Preferred qualifications
? Experience in computer vision, multimodal representation learning, self-supervised learning, semi-supervised learning, few-shot learning, multi-task learning, transfer learning, sensor fusion, or other advanced ML/CV techniques.
? Experience with integrating multimodal representation learning models with Large Language Models (LLMs) and fine-tuning larger systems for specific downstream applications, such as activity recognition, image captioning, or question answering.
? Experience developing data collection protocols to collect high quality diverse sensor datasets from humans
? Experience applying machine learning or other signal processing techniques to noisy sensor data in real-time human-computer interaction applications (e.g., cameras, EMG, IMU)

Education
? Master’s degree required in Computer Science, Electrical Engineering, or related area, or equivalent practical experience
? PhD degree preferred in Computer Science, Electrical Engineering, or similar field

Must-have Skills
? 2+ years of experience developing and evaluating ML/CV models
? 2+ years of experience developing ML pipelines (e.g., dataset preprocessing, model experimentation and evaluation, software integration, and real-time deployment).
? 3+ years of experience coding with Python

Disqualifiers
? Those who have no relationship with Human Interaction (Adobe Illustrator)

Benefits:

For information and details on employment benefits offered with this position, please visit here .Should you have any questions / concerns, please contact our HR Department via our secure website .

California Pay Equity:
For information and details on pay equity laws in California, please visit the State of California Department of Industrial Relations' website here.

Rose International is an Equal Opportunity Employer.All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender(expression or identity), national origin, arrest and conviction records, disability, veteran status or any other characteristic protected by law.Positions located in San Francisco and Los Angeles, California will be administered in accordance with their respective Fair Chance Ordinances.

If you need assistance in completing this application, or during any phase of the application, interview, hiring, or employment process, whether due to a disability or otherwise, please contact our HR Department.

Rose International has an official agreement (ID #132522), effective June 30, 2008, with the U.S. Department of Homeland Security, U.S. Citizenship and Immigration Services, Employment Verification Program (E-Verify). (Posting required by OCGA 13/10-91.).