ML Engineer (Data Scientist)

About the Company

Maino.ai is at the forefront of revolutionising marketing automation through its end-to-end automated, intelligent, and ROI-driven martech platform. Leveraging cutting-edge Machine Learning (ML) and Generative AI technologies, we are committed to providing a one-stop solution that addresses all the marketing needs of organisations.

Responsibilities

• Implement scalable data pipelines for processing and indexing large corpora of documents for retrieval systems
• Research and apply advanced techniques in prompt engineering, few-shot learning, and knowledge integration
• Collaborate with other engineering teams
• Conduct rigorous A/B testing, monitor key performance indicators (KPIs), and iteratively optimise system performance
• Stay updated with the latest advancements in NLP and machine learning
• Ensure data privacy, ethical AI principles, and compliance with security standards

Requirements

• 5+ years of experience in AI/ML
• Proficiency in Python, TensorFlow, PyTorch, Transformers, and LangChain
• Solid understanding of NLP techniques including tokenization, embeddings, and model fine-tuning
• Hands-on experience designing APIs and integrating AI models into production systems
• Strong knowledge of machine learning fundamentals and evaluation metrics for conversational AI
• At least 1 year of development experience with Large Language Models (LLMs) and frameworks like OpenAI APIs or Hugging Face

Preferred Qualifications

• Experience deploying ML models in cloud environments (AWS, Azure, GCP)
• Exposure to Docker, Kubernetes, or other container orchestration systems
• Prior experience in developing multimodal conversational systems