Machine Learning – Staff Engineer (Bangkok based, relocation provided)
เกี่ยวกับตำแหน่งนี้
Machine Learning – Staff Engineer position at Agoda in Bangkok with relocation provided.
หน้าที่รับผิดชอบ
• Lead the team technically in improving scalability, stability, accuracy, speed and efficiency of existing ML systems and processes.
• Build, administer and scale ML processing pipelines.
• Be comfortable navigating the technology stack: Python3, Pyspark, scripting (Bash/Python), Hadoop, SQL, S3 etc.
• Understand internals of ML models such as Random Forest, CNN, Regression models, etc.
• Design, build, test and deploy new libraries, frameworks or full systems for core systems while keeping to the highest standards of testing and code quality.
• Work with experienced engineers and product owners to identify and build tools to automate many large-scale data management / analysis tasks.
คุณสมบัติ
• Bachelor’s degree in computer science /information systems/engineering/related field.
• 8+ years of experience in software engineering with a minimum of 4+ years in ML.
• Good experience in Pyspark.
• Expert level understanding of Python with design patterns and object-oriented programming.
• Experience debugging and reasoning about production issues is desirable.
สิทธิประโยชน์
15,000 - 24,000 THB per month
