AI/ML development

Role Overview

This is a remote position focused on AI/ML development within the IT Services industry. You will be responsible for designing, developing, and deploying advanced machine learning models and NLP solutions.

Responsibilities

• Design and develop machine learning models, deep learning architectures, and NLP solutions for production use
• Build and maintain end-to-end ML pipelines — from data ingestion and preprocessing through to model training, evaluation, and deployment
• Integrate AI/ML models into existing applications and APIs
• Fine-tune and evaluate large language models (LLMs) for specific business use cases
• Collaborate with data engineers to ensure high-quality, well-structured training data
• Monitor model performance in production and implement retraining strategies
• Research and evaluate emerging AI frameworks, tools, and techniques
• Document models, experiments, and technical decisions clearly

Requirements

• 3+ years of experience in AI/ML development
• Strong proficiency in Python and ML libraries such as TensorFlow, PyTorch, or scikit-learn
• Experience with NLP frameworks (Hugging Face, spaCy, LangChain)
• Familiarity with LLMs and prompt engineering (OpenAI, Anthropic, Gemini, etc.)
• Experience deploying models via REST APIs (FastAPI, Flask)
• Solid understanding of data structures, algorithms, and statistical concepts
• Familiarity with cloud platforms (AWS, Azure, or GCP) and MLOps tools

Nice to Have

• Experience with RAG (Retrieval-Augmented Generation) architectures
• Knowledge of model quantisation, distillation, or fine-tuning techniques
• Familiarity with containerisation tools (Docker, Kubernetes)
• Exposure to AI governance, responsible AI, or model explainability frameworks

Skills

• Python
• PyTorch
• Hugging Face
• FastAPI
• AWS