Senior ML Engineer / Tech Lead Candidate
AI & Machine LearningTehran, Iranتماموقت
A strong mid-level individual contributor who owns well-defined ML modules with guidance from senior engineers. PathoFinder builds production-grade AI for medical image analysis, today mainly radiology and X-ray, with CT, MRI, multimodal and edge AI on the roadmap. You will work across data preparation, experimentation, evaluation, optimization and deployment.
مهلت ارسال درخواست تا ۹ آذر ۱۴۰۵
وظایف شما
- Own well-defined ML modules and deliver measurable improvements with guidance from senior engineers.
- Prepare and validate datasets, implement preprocessing and augmentation, and run training experiments.
- Develop and refine Computer Vision models for Detection, Keypoint Estimation, Segmentation, or related tasks.
- Evaluate models, investigate false positives and missed detections, and report reproducible results.
- Contribute to model optimization, integration, documentation, Git workflows, and code reviews.
به دنبال چه کسی هستیم
- Typically 2+ years of practical ML/DL experience or a strong demonstrable project portfolio.
- Solid Python and PyTorch skills, with sound fundamentals in Deep Learning and Computer Vision.
- Hands-on experience training and evaluating models in at least one relevant CV task.
- Familiarity with dataset preparation, experiment tracking, error analysis, and Git.
- Reliable execution, strong learning ability, attention to detail, and ownership of assigned deliverables.
- Preferred: medical imaging experience, including X-ray, CT, MRI, or other modalities.
- Preferred: experience with YOLO, DETR, Vision Transformers, or related architectures.
چرا به ما بپیوندید
شما در تیمی کوچک کار میکنید که مدلهای یادگیری ماشین خود را میسازد و کاربرد آنها را در جریان کار واقعی رادیولوژی میبیند.