We are looking for a junior level ML/MV engineer (0-4 years experience). The details of ideal skills are listed below. This person will be working under a senior ML engineer and taking on significant responsibilities, and expected to work independent with their work capable of being integrated into the larger team's. Core Technical Skills
- Strong Python skills (NumPy, Pandas, OpenCV, scikit-learn)
- Familiar with PyTorch or TensorFlow/Keras
- Experience in computer vision: classification, detection, segmentation
- Understanding of model training, tuning, regularization
- Knowledge of evaluation metrics: precision, recall, F1, confusion matrix, ROC/AUC
Dataset & Data Management
- Skilled in dataset curation, cleaning, Quality Assurance
- Know annotation tools/formats (COCO, Pascal VOC, YOLO, etc.)
- Understand train/test/validation splits and class imbalance management
- Basic data versioning and reproducibility
Machine Vision
- Exposure to image preprocessing: resize, normalize, augment
- Familiarity with architectures (CNNs, YOLO, ResNet)
- Understanding of imaging system parameters' effect on models is a plus
Software & Collaboration
- Version control
- Experience with structured ML projects (notebooks/scripts)
- Able to document work and communicate to diverse audiences
Education
- Bachelor's in CS, Data Science, Engineering, or related field required
- Coursework/projects in CV, ML, or image processing is a strong plus
EOE Statement: Specialist Staffing Group is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status. To find out more about Real, please visit www.realstaffing.com
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