Company Overview
Alpha Ring is a forward-thinking organization dedicated to advancing clean energy solutions. Comprising a talented team of scientists, engineers, and industry experts, we are passionate about developing innovative technologies to combat global warming and promote sustainable energy practices.
Job Overview
We are seeking a dynamic Project-based Machine Learning Engineer / Researcher specializing in Computer Vision to join our team to help improve and retrain a second-generation computer vision model for image detection and classification tasks. This role offers an exciting opportunity to contribute to cutting-edge research and development projects focused on applying machine learning techniques to real-world problems. The ideal candidate will be passionate about AI, possess strong technical expertise, and thrive in a collaborative environment driven by innovation.
Responsibilities
- Improve and retrain an existing computer vision model for object detection and classification.
- Work with image datasets for training and evaluation.
- Write efficient, maintainable code in Python to support research initiatives and software development efforts.
- Optimize model performance for small object detection and dense scenes.
- Perform data preprocessing, augmentation, and dataset preparation.
- Evaluate model performance using metrics such as precision, recall, F1 score, and mAP.
- Document model training results and recommendations.
- Data preparation will not be required.
Requirements
- Strong programming experience with Python and deep learning frameworks such as PyTorch.
- Background in AI, machine learning, natural language processing, or robotics within a computer science or related field.
- Proven experience with computer vision models for object detection.
- Familiar with common frameworks such as YOLO, Faster R-CNN, RetinaNet, DETR, or similar.
- Experience with dataset labeling, preprocessing, and augmentation.
- Experience training models using GPU environments.
Preferred Experience
- Experience with scientific image analysis or microscopy images.
- Experience with small-object detection.
- Experience working with noisy datasets.
- MSc, or PhD, or strong experience.
Pay: Up to $6,000.00 per month
Education:
Master's (Required)
Experience:
Python: 3 years (Required)
Work Location: Remote