AI /ML Engineer

Ventures Unlimited - Plano, TX

Full-time

Plano, TX

Furniture, Home Furnishings, Electronics, and Appliance Retailers

About the position

The Artificial Intelligence/Machine Learning Engineer role is focused on developing large-scale, high-volume enterprise applications using AI/ML technologies. The position requires extensive hands-on experience in creating machine learning pipelines and deploying models in production environments. The engineer will work with various programming languages and frameworks to build and optimize machine learning models, contributing to mission-critical applications.

Responsibilities

• Develop mission-critical, large-scale enterprise applications using AI/ML technologies.
• Create ML pipelines for data collection, processing, model creation, training, fine-tuning, and deployment.
• Build Deep Neural Networks or Transformer Models using Pytorch or TensorFlow.
• Train ML models and understand different model training techniques.
• Prepare data and understand inputs and outputs for various model types (DNN, CNN, Transformers, LLMs).
• Utilize GPU/TPU for model training and deployment.
• Develop REST APIs using Spring.
• Work in both Linux and Windows environments for model training and deployment.
• Implement Agile and SDLC methodologies in development processes.

Requirements

• 5+ years of hands-on experience in AI/ML development.
• Proficiency in Python and Java programming.
• Experience in creating ML pipelines and deploying models in production environments.
• Knowledge of building Deep Neural Networks or Transformer Models.
• Experience with GPU/TPU enabled model training.
• Familiarity with cloud technologies.

Nice-to-haves

• Experience in the Fraud Detection domain.
• Experience with deploying ML models in production environments.
• Experience building ML models from scratch.
• Experience with implementing ML in Java.