Senior Data Analyst

6 days ago

Dallas, Texas, United States SelectMinds Full time

Overview

SelectMinds is a leading organization in the field of AI/ML and cloud technologies. We are seeking a skilled Cloud AI/ML Engineer 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 Tasks:

  • 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.

Required Skills:

  • 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.

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