Senior MLOps Engineer: Generative AI & Forecasting Remote

GCS Recruitment Specialists; United States; Remote; USD 150,000 - 210,000; Full time

Job summary

GCS Recruitment Specialists is seeking a Senior Machine Learning Engineer to lead end-to-end development of AI models for enterprise-scale applications. You will design architectures, preprocess data, train models, and deploy in secure environments while ensuring robustness and explainability.

Join a role that spans LLMs, predictive analytics, and MLOps, with a focus on productionizing pipelines, monitoring performance, and enabling data-driven decision making across global teams.

Qualifications

• 5+ years of experience in ML engineering or equivalent
• Experience deploying models to production in secure environments
• Strong collaboration with data scientists and engineers
• Proficiency with Python and ML libraries (PyTorch, TensorFlow, scikit-learn)

Responsibilities

• Develop LLM/NLP pipelines to interpret regulatory texts and extract structured rules
• Build forecasting and risk-scoring models for procurement and supply chain contexts
• Design and implement MLOps pipelines for reproducible training and deployment
• Optimize model performance and monitor drift in production environments

Skills

Python

ML Libraries

NLP/GenAI

MLOps

Data preprocessing

Tools

Docker

Kubernetes

MLflow

Kubeflow

Job description

GCS Recruitment Specialists is seeking a Senior Machine Learning Engineer to lead end-to-end development of AI models for enterprise-scale applications. You will design architectures, preprocess data, train models, and deploy in secure environments while ensuring robustness and explainability.

Join a role that spans LLMs, predictive analytics, and MLOps, with a focus on productionizing pipelines, monitoring performance, and enabling data-driven decision making across global teams.