We are seeking a Senior Machine Learning Engineer with 5+ years of experience in developing and deploying computer vision models in production environments. The ideal candidate will have strong Python programming skills and expertise in designing, training, and fine-tuning models for image classification, object detection, and image segmentation.
Requirements
- +5 years of hands-on experience developing and deploying machine learning models in production environments.
- Proven experience writing production-level code, with strong proficiency in Python.
- Strong Python programming skills with proficiency in deep learning frameworks (TensorFlow, PyTorch, or Keras).
- Expertise in designing, training, and fine-tuning models for: Image classification (ResNet, EfficientNet), Object detection (Faster R-CNN, YOLO, SSD) or Image segmentation (U-Net, Mask R-CNN).
- Strong understanding of image preprocessing techniques (resizing, normalization, data augmentation).
- Experience with computer vision libraries such as OpenCV and torchvision.
- Experience with transfer learning and adapting pre-trained models.
- Ability to deploy models on cloud platforms (AWS, GCP, Azure) and specialized hardware (GPUs, TPUs).
- Familiarity with MLOps tools for automating ML pipelines.
Benefits
- Ownership through equity participation.
- Annual company retreat.
- Education bonus for continuous learning.
- Company-wide winter break.
- Paid time off.
- Optional in-person events and meetups.
- Tailored career roadmaps.
- High-performance culture.