Senior ML Engineer — AI Architect for Production Systems

GCS Recruitment Specialists; United Arab Emirates; Remote; AED 240,000 - 360,000; Part time

Job summary

GCS Recruitment Specialists in Abu Dhabi, UAE, seeks a Senior Machine Learning Engineer for a contract role, remote globally. You will architect, develop, and deploy advanced ML models across end-to-end lifecycle, from data prep to production deployment, with emphasis on robust, explainable systems in secure environments.

The role covers LLM/NLP pipelines, predictive modeling, MLOps, and collaboration with cross-functional teams to deliver high-impact solutions in defense, supply chain, and

Qualifications

• 5+ years in Machine Learning Engineering with production deployments.
• Experience with end-to-end ML lifecycles and MLOps practices.
• Familiarity with defense, supply chain, or construction domains is a plus.
• Strong collaboration and agile delivery mindset.

Responsibilities

• Design and maintain LLM & NLP pipelines for regulatory parsing and rule formalization.
• Implement semantic search and RAG architectures over technical docs.
• Develop forecasting, risk scoring, and multi-objective optimization models.
• Deploy models with Docker/Kubernetes and manage ML pipelines (Kubeflow/MLflow).
• Monitor model drift, retrain workflows, and ensure secure production environments.

Skills

Python

PyTorch

TensorFlow

Scikit-learn

Pandas

NumPy

NLP

Transformers

MLOps

Docker

Kubernetes

MLflow

LangChain

RAG

Time-series

Data pipelines

Tools

Kubeflow

Hugging Face

Docker

Kubernetes

MLflow

LangChain

Job description

GCS Recruitment Specialists in Abu Dhabi, UAE, seeks a Senior Machine Learning Engineer for a contract role, remote globally. You will architect, develop, and deploy advanced ML models across end-to-end lifecycle, from data prep to production deployment, with emphasis on robust, explainable systems in secure environments.

The role covers LLM/NLP pipelines, predictive modeling, MLOps, and collaboration with cross-functional teams to deliver high-impact solutions in defense, supply chain, and