Generative AI & ML Engineer on Databricks

UNISON CONSULTING PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

UNISON CONSULTING PTE. LTD. in Singapore seeks an experienced AI/ML Engineer to design, build and deploy scalable ML/AI solutions on the Databricks platform.

You will collaborate with data, technology, and business stakeholders across the region to translate requirements into production-ready AI systems. Ideal candidates combine strong ML engineering fundamentals with practical experience in Generative AI, LLMs, and modern data platforms.

Qualifications

• Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Engineering or related field.
• 5+ years of experience in Machine Learning, Data Science or AI/ML Engineering.
• Strong hands-on experience with Python and SQL.
• Strong experience with Databricks and modern data/ML platforms.
• Practical experience developing and deploying Machine Learning models in production.
• Recent hands-on experience with AI / Generative AI / LLM technologies.

Responsibilities

• Design, develop and deploy scalable Machine Learning and AI solutions using Databricks.
• Develop and productionise ML models across the end-to-end lifecycle, including data preparation, feature engineering, model training, evaluation and deployment.
• Work with Generative AI / LLM technologies to develop practical AI use cases and solutions.
• Build solutions involving RAG, embeddings, vector search, prompt engineering and AI/LLM applications where applicable.
• Develop and optimise data and ML pipelines using Python, PySpark and SQL.
• Utilise MLflow and Databricks ML/AI capabilities for experiment tracking, model management and deployment.
• Collaborate with Data Engineers, Data Scientists, Architects and business stakeholders to deliver production-ready solutions.
• Implement appropriate practices around model monitoring, performance, scalability, security and responsible AI.
• Stay current with emerging developments in AI, GenAI and Machine Learning and assess their applicability to business requirements.
• Support technical discussions and communicate AI/ML concepts effectively to both technical and non-technical stakeholders.
• Work with regional and international teams and stakeholders in a collaborative environment.

Skills

Python

SQL

Databricks

MLflow

PySpark

LLM tech

MLOps

RAG

Vector search

Cloud platforms

Generative AI

Education

Bachelor's or Master's in CS/AI

Tools

Databricks platform

Job description

UNISON CONSULTING PTE. LTD. in Singapore seeks an experienced AI/ML Engineer to design, build and deploy scalable ML/AI solutions on the Databricks platform.

You will collaborate with data, technology, and business stakeholders across the region to translate requirements into production-ready AI systems. Ideal candidates combine strong ML engineering fundamentals with practical experience in Generative AI, LLMs, and modern data platforms.