Blend is a premier AI services provider seeking a Senior Data Scientist to contribute to its growth and expansion by designing, developing, and deploying advanced Computer Vision and multimodal AI solutions for real-world business problems.
Requirements
- Design, develop, and deploy end-to-end Computer Vision solutions using classical and deep learning approaches.
- Build and optimize models for image classification, object detection, segmentation, and OCR/document understanding.
- Collaborate on data annotation strategies, data augmentation pipelines, and approaches to handle imbalance, noise, and domain shift.
- Evaluate model performance using appropriate metrics (mAP, IoU, Dice, ROC) and perform detailed error analysis.
- Implement model explainability and interpretability techniques such as Grad-CAM and saliency maps.
- Optimize models for production environments, including quantization, pruning, and inference optimization (real-time vs batch).
- Work closely with engineering teams on MLOps practices: monitoring drift, data lineage, and retraining loops.
- Contribute to multimodal and GenAI initiatives, including vision-language models, vision in RAG systems, and image-based prompting.
- Ensure ethical AI practices, considering privacy, PII, dataset bias, and regulatory constraints.
Benefits
- Every day lunches!
- Flexible working options
- All the equipment you need to harness your talent
- Snacks and beverages available everyday
- After office events
- Mentoring and Development opportunities
- Anniversary and birthday gifts
- Great location and even greater teammates