Senior ML Engineer — Defense-Grade AI for Supply Chain

TALENTMATE; Abu Dhabi; Vor Ort; AED 300.000 - 550.000; Vollzeit

Zusammenfassung

TALENTMATE seeks a Senior Machine Learning Engineer in Abu Dhabi to lead end-to-end AI solutions for defense-grade security. You will drive LLM pipelines, RAG-based search, and predictive analytics across two flagship projects, ensuring robustness, explainability, and compliant deployment.

You will collaborate with data scientists and engineers in an agile setting, delivering scalable ML systems with strong documentation and governance. Security-first mindset required.

Qualifikationen

• 5+ years of experience in Machine Learning Engineering and deploying models to production.
• Ability to apply ML techniques to defense, supply chain, or construction domains.
• Experience in agile environments with Sprints and rigorous engineering standards.
• Strong communication to align technical solutions with business needs.

Aufgaben

• Lead LLM pipelines and parse regulatory texts to extract structured rules.
• Develop RAG architectures for semantic search across docs and data.
• Craft advanced prompt strategies to boost domain-specific tasks.
• Build time-series models for demand and spend forecasting.
• Design classification and anomaly detection for supplier risk.
• Develop multi-objective optimization for procurement decisions.
• Containerize models with Docker/Kubernetes for secure on-prem deployment.
• Create automated training and inference pipelines with Kubeflow/MLflow.
• Improve inference latency via quantization and distillation.
• Implement monitoring to track drift and performance with feedback loops.

Kenntnisse

Python

PyTorch

TensorFlow

NLP

Pandas

NumPy

MLOps

Kubernetes

Docker

RAG

Tools

Docker

Kubernetes

Kubeflow

MLflow

LangChain

HuggingFace

SQL

Jobbeschreibung

TALENTMATE seeks a Senior Machine Learning Engineer in Abu Dhabi to lead end-to-end AI solutions for defense-grade security. You will drive LLM pipelines, RAG-based search, and predictive analytics across two flagship projects, ensuring robustness, explainability, and compliant deployment.

You will collaborate with data scientists and engineers in an agile setting, delivering scalable ML systems with strong documentation and governance. Security-first mindset required.