Ds

fractal analytics

📍 bengaluru india🕐 29d ago🔗 workday

Job Description

It's fun to work in a company where people truly BELIEVE in what they are doing! _We're committed to bringing passion and customer focus to the business._ Job Description **Job Title:** **Data Scientist - AI / Computer Vision**  **Experience Range:** **3-8 Years**  **Location: Bengaluru** **Role Summary**  We are seeking a Data Scientist with expertise in Computer Vision and AI to design, develop, fine-tune, and deploy machine learning and deep learning solutions. The role involves building scalable AI models, working with large image/video datasets, and collaborating with cross-functional teams to deliver business-focused AI applications. The ideal candidate should have strong experience in computer vision, deep learning frameworks, and MLOps practices.  **Key Responsibilities**  * Design, develop, and optimize AI/ML solutions for computer vision applications.  * Build and fine-tune deep learning models for image classification, object detection, and image segmentation.  * Process, clean, annotate, and manage large-scale image and video datasets.  * Develop data preprocessing and post-processing pipelines.  * Train, evaluate, and validate machine learning and deep learning models.  * Monitor model performance using relevant evaluation metrics and conduct error analysis.  * Perform experimentation, benchmarking, and model comparison activities.  * Deploy and scale AI models in production environments using cloud and MLOps practices.  * Collaborate with engineering, product, and business teams to integrate AI solutions.  * Follow software development best practices including version control, testing, documentation, and reproducibility.  **Required Skills**  * Strong proficiency in **Python**.  * Hands-on experience with **Computer Vision** and **Deep Learning**.  * Expertise in **PyTorch**, **TensorFlow**, or **Keras**.  * Experience with **OpenCV** and image processing techniques.  * Strong knowledge of image classification, object detection, image segmentation, transfer learning, and model fine-tuning.  * Experience with ML model evaluation and performance optimization.  * Knowledge of Git and software development best practices.  * Understanding of MLOps concepts and production deployment.  **Good-to-Have Skills**  * Experience with Vision-Language Models (VLMs) and Multimodal AI.  * Exposure to Large Language Models (LLMs) and NLP concepts.  * Experience with MLflow, Kubeflow, Docker, and Kubernetes.  * Cloud platform exposure (AWS, Azure, or GCP).  * Experience in healthcare, medical imaging, or similar domain-specific AI applications.  * Research publications or contributions to open-source AI projects.  * Knowledge of Responsible AI and AI ethics.  **Soft Skills**  * Strong analytical and problem-solving abilities.  * Effective communication and presentation skills.  * Cross-functional collaboration and stakeholder management.  * Research-oriented mindset with attention to detail.  * Ability to work in a fast-paced, dynamic environment.  * Strong ownership and accountability.  If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us! Not the right fit?  Let us know you're interested in a future opportunity by clicking _Introduce Yourself_ in the top-right corner of the page or create an account to set up email alerts as new job postings become available that meet your interest!
Ds at fractal analytics | MergeJobs