Work in tandem with our engineering partners to identify and implement the most optimal cloud-based ML solutions for the company; Research, design and adopt cutting-edge NLG algorithms to address real-world challenges such as summarisation; Define and document best practices and strategies regarding deployment and infrastructure maintenance; Ensure ML Model performance, uptime, and scale, maintaining high standards of code quality and thoughtful design
Requirements:
Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.); Should have experience in AWS services such as SageMaker, Elasticsearch, and general knowledge of AWS architecture & other services; Ability to write robust code in Python, Java and R; Experience optimizing model hyperparameter tuning for speed and cost; Experience in building MLOps pipeline using MLOps frameworks like Kubeflow, MLFlow, and DataRobot
Text:
Generative AI - Solution Architects Work in tandem with our engineering partners to identify and implement the most optimal cloud-based ML solutions for the company; Research, design and adopt cutting-edge NLG algorithms to address real-world challenges such as summarisation; Define and document best practices and strategies regarding deployment and infrastructure maintenance; Ensure ML Model performance, uptime, and scale, maintaining high standards of code quality and thoughtful design Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.); Should have experience in AWS services such as SageMaker, Elasticsearch, and general knowledge of AWS architecture & other services; Ability to write robust code in Python, Java and R; Experience optimizing model hyperparameter tuning for speed and cost; Experience in building MLOps pipeline using MLOps frameworks like Kubeflow, MLFlow, and DataRobot
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