Job Description

About Us

Asia Digital Engineering (ADE) is transforming aircraft maintenance through data and innovation. As a wholly-owned subsidiary of Capital A Berhad, we're building the future of MRO by combining AirAsia Group Engineering's expertise with cutting-edge data science and technology.

We're seeking a Data Scientist II to join our team in developing data products and AI solutions that directly impact aircraft safety, operational efficiency, and maintenance optimization. You'll work with diverse datasets from Airbus A320, A321 & A330 fleet operations to uncover insights that shape how modern aircraft are maintained and serviced

.
This role offers the opportunity to apply data science in a high-stakes, highly regulated industry where your models and analyses directly contribute to aviation safety and operational excellenc

e.
Responsibiliti

es:Conduct exploratory data analysis (EDA) to uncover patterns, anomalies, and trends in aircraft operational and maintenance da
ta.Design and maintain robust ETL pipelines that ensure data freshness, completeness, and integrity across multiple aviation data sourc
es.Build end-to-end data products from development through deployment, including monitoring and ensuring system reliability in producti
on.Develop and implement machine learning models (regression, classification, clustering) to predict maintenance needs and optimize operatio
ns.Leverage Large Language Models (LLMs) to enhance data products through automated feature extraction, data enrichment, and intelligent information retrieval and decision maki
ng.Create scalable data solutions that can handle real-time aircraft sensor data and maintenance lo
gs.Deploy models and data pipelines to cloud infrastructure (GCP), implementing proper monitoring, alerting, and retraining workflo
ws.Build intelligent automation systems that can process unstructured maintenance reports and technical documentati
on.Ensure data product reliability through robust error handling, logging, and performance optimizati
on.Create clear data visualizations and communicate insights to technical teams, engineers, and management stakeholde
rs.Collaborate with aviation engineers and operations teams to understand requirements and translate them into scalable analytical solutio
ns.Maintain production systems including troubleshooting issues, optimizing performance, and ensuring upti
me.Participate in code reviews and maintain comprehensive documentation for reproducibility and complian

ce.
Experience and Qualificati

ons:Requi

red:BS/MS in Computer Science, Statistics, Mathematics, Engineering, or related fi
eld.2-4 years of hands-on experience in data science and/or data engineer
ing.Strong proficiency in Python and SQL, with experience building production-grade code. (We embrace AI-assisted coding tools to enhance productivity, but believe they work best in the hands of engineers who deeply understand code structure, debugging, and system desi
gn.)Solid foundation in statistics and machine learning concepts with practical implementation experie
nce.Experience building and deploying data pipelines and ML models to production environme
nts.Hands-on experience with cloud platforms (preferably GCP) including compute, storage, and ML servi
ces.Experience with software engineering practices: version control (Git), CI/CD, testing, and monitor
ing.Strong problem-solving skills with the ability to work independently on end-to-end soluti
ons.Excellent communication skills to collaborate with technical and non-technical stakehold

ers.
Prefe