* Design and develop deep learning models for tasks such as image classification, object detection, speech recognition, and natural language processing.
* Train, evaluate, and optimize neural networks using large-scale datasets and advanced techniques like transfer learning, data augmentation, and hyperparameter tuning.
* Implement state-of-the-art deep learning architectures, including CNNs, RNNs, LSTMs, Transformers, GANs, and autoencoders.
* Collaborate with cross-functional teams including data scientists, software engineers, and product managers to define and deliver AI-powered features and solutions.
* Build and maintain scalable data pipelines for preprocessing, labeling, and augmentation of structured and unstructured data.
* Conduct research and literature reviews to evaluate and implement the latest algorithms and advancements in deep learning.
* Optimize model performance for deployment using techniques like quantization, pruning, and model compression.
* Deploy models into production environments, ensuring performance, reliability, and scalability using cloud platforms (AWS, GCP, Azure) or on-edge devices.
* Write clean, maintainable, and well-documented code that adheres to software engineering best practices.
* Monitor and troubleshoot deployed models, tracking key performance metrics and retraining when necessary.
* Ensure ethical AI practices, including fairness, explainability, and accountability in model development and deployment.
* Stay up-to-date with the AI/ML community, contributing to internal knowledge-sharing sessions and possibly publishing research papers or blog posts.
Disability Confident
A Disability Confident employer will generally offer an interview to any applicant that declares they have a disability and meets the minimum criteria for the job as defined by the employer. It is important to note that in certain recruitment situations such as high-volume, seasonal and high-peak times, the employer may wish to limit the overall numbers of interviews offered to both disabled people and non-disabled people. For more details please go to .
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