Job
Description
Role Overview: As an AI & Deep Learning Scientist at Pixxel, you will be responsible for developing innovative machine learning and deep learning models to unlock the full potential of Pixxels hyperspectral data. You will work on impactful, data-driven projects aimed at solving complex challenges using state-of-the-art technology and methodologies. Key Responsibilities: - Design and implement advanced AI/ML models for classification, prediction, segmentation, and anomaly detection using Pixxels hyperspectral data and multimodal datasets. - Integrate diverse data sources, such as hyperspectral, radar, LiDAR, and ancillary datasets, to enhance feature extraction, accuracy, and scalability. - Develop computationally efficient algorithms that can handle large-scale, high-dimensional datasets and deploy them in production environments. - Research and implement state-of-the-art techniques, including Transformer models, GANs, self-supervised learning, and other emerging techniques, to stay ahead in AI innovation. - Work with domain experts to understand the data and define project objectives, translating business problems into robust AI models. - Clearly explain complex AI concepts, model outputs, and research findings to technical and non-technical stakeholders. Qualifications Required: - Masters or PhD in Computer Science, Machine Learning, AI, Engineering, or a related technical field. - 4-6 years of experience in machine learning based data product research and development. - Proficiency in advanced machine learning and deep learning architectures such as CNNs, RNNs, Transformers, GANs, LSTMs. - Strong background in Python and frameworks such as PyTorch, TensorFlow, or PyTorch Lightning. - Experience in developing AI models for complex datasets, preferably with imaging data. - Solid understanding of key principles in multimodal data fusion, computer vision, and large-scale data processing. - Strong communication skills and ability to collaborate effectively with cross-functional teams. - Proven experience in implementing cutting-edge research techniques and staying up-to-date with advancements in AI. Pixxel is a space data company dedicated to building a constellation of hyperspectral earth imaging satellites and analytical tools to mine insights from the data. With a mission to monitor the health of the planet, Pixxel collaborates with prominent organizations in the space industry and has recently raised significant funding to support its innovative projects.,
