模型平台研发工程师-财经
Core
Develop internal model training frameworks and optimize large-scale online machine learning inference frameworks for financial and growth scenarios.
Role type
Senior IC machine-learning platform engineer (financial services)
Builds
Model training frameworks, online inference systems, feature platforms, and label services for algorithm teams.
Domain
Financial services + Machine Learning Infrastructure
Deliverable
production ML models
Required skills
Java, Scala, Go, Python, deep learning frameworks, Redis, HBase, Hudi, ClickHouse, message queues, rule engines, GPU programming, distributed computing, high-performance networking
Preferred skills
Dialogue robots, speech, NLP project experience, large-scale distributed system development
Responsibilities
Design and implement batch and streaming feature production architectures, collaborate with algorithm engineers on joint optimization of features and models, build data isolation platforms.
Seniority
Senior, hands-on IC
