Machine Learning/Machine Vision Engineer

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 SkillsStrong Python skills (NumPy, Pandas, OpenCV, scikit-learn)Familiar with PyTorch or TensorFlow/KerasExperience in computer vision: classification, detection, segmentationUnderstanding of model training, tuning, regularizationKnowledge of evaluation metrics: precision, recall, F1, confusion matrix, ROC/AUCDataset & Data ManagementSkilled in dataset curation, cleaning, Quality AssuranceKnow annotation tools/formats (COCO, Pascal VOC, YOLO, etc.)Understand train/test/validation splits and class imbalance managementBasic data versioning and reproducibilityMachine VisionExposure to image preprocessing: resize, normalize, augmentFamiliarity with architectures (CNNs, YOLO, ResNet)Understanding of imaging system parameters' effect on models is a plusSoftware & CollaborationVersion controlExperience with structured ML projects (notebooks/scripts)Able to document work and communicate to diverse audiencesEducationBachelor's in CS, Data Science, Engineering, or related field requiredCoursework/projects in CV, ML, or image processing is a strong plusEOE 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