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AWS Machine Learning Specialist
1 week ago
Synopsis
SelectMinds is a forward-thinking organization dedicated to leveraging AI/ML and cloud technologies to drive business growth. We are seeking a skilled AWS Machine Learning Specialist to join our team and contribute to the development of innovative AI/ML solutions.
In this role, you will be responsible for designing and deploying AI/ML models in AWS cloud environments, building and optimizing deep learning models using TensorFlow and PyTorch, and applying advanced AI/ML techniques to large datasets.
Main Responsibilities:
- Design and deploy AI/ML models in AWS cloud environments, utilizing 10+ years of IT experience and 5+ years in Data Science.
- Build and optimize deep learning models using TensorFlow and PyTorch on AWS infrastructure.
- Apply advanced AI/ML techniques to large datasets, grounded in strong theoretical and practical expertise.
- Implement cutting-edge methods, including supervised and unsupervised learning, deep learning and reinforcement learning, time series forecasting, Bayesian statistics and optimization.
- Develop and refine Large Language Models (LLMs) and Natural Language Processing (NLP) systems using open-source tools on AWS.
- Independently design and build RAG (Retrieval-Augmented Generation) applications with AWS machine learning services and LLM models.
- Work with AWS services like SageMaker, Lambda, EC2, S3, and Redshift to ensure scalable, high-performance AI/ML solutions.
Necessary Qualifications:
- Expert-level Python programming skills focused on AI/ML research and deployment.
- Proven experience with AWS machine learning services, including SageMaker, Lambda, and more.
- Hands-on expertise with TensorFlow and PyTorch in AWS-based workflows.
- The ability to independently design and deploy RAG applications using LLM models within AWS ecosystems.
- Strong understanding of cloud-based AI/ML workflows and experience with high-performance computing in AWS environments.
