Senior/Staff Machine Learning Engineer - Bidding (Bangkok based, relocation provided)
Core
Lead technical improvements for ML systems and processes, building and scaling ML processing pipelines to deliver models at scale for travel search and fraud protection.
Role type
Senior/Staff Machine Learning Engineer (Bidding)
Builds
ML processing pipelines, libraries, frameworks, and full systems for core travel search and fraud detection.
Domain
Travel technology, Big Data, Machine Learning
Deliverable
production ML models
Required skills
Python3, Scala, SQL, JVM programming, software design patterns, functional programming, object-oriented programming, distributed systems, stream processing, ML modeling (LightGBM, Random Forest, CNN, Regression)
Preferred skills
Hadoop ecosystems, Big Data architecture, Open-source products, Linux systems administration, Agile/TDD
Technologies
Python3, Scala, Spark, Bash, Hadoop, SQL, S3, LightGBM, Random Forest, CNN
Responsibilities
Lead technical team in improving scalability, stability, accuracy, speed, and efficiency of ML systems; Build, administer, and scale ML processing pipelines; Design, build, test, and deploy new libraries, frameworks, or full systems; Work with product owners to automate large-scale data management and analysis tasks; Take end-to-end ownership of systems delivering ML models to production.
Seniority
Senior/Staff, hands-on IC
