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AI Engineer/AI Lead Scientist/AI Architect/Integration Engineer (5 Days Work)
灣仔
0年工作經驗
職位亮點
職位描述
What you’ll get from working at Prime Cdex:
- Competitive compensation and benefits plus discretionary performance bonus
- Comprehensive Medical insurance coverage
- Five-day work on shift, bank holiday, Birthday Leave
- Convenient working locations
- International exposure in your career and building a global interpersonal network
Responsibilities:
- Build, train and optimize machine learning and deep learning models based on multi-source data from financial trading platforms for real-time risk scoring and anomaly detection, identifying potential trading risks and triggering early warning mechanisms;
- Design and build an end-to-end ML-Ops pipeline (including data collection, feature engineering, model training, deployment and monitoring) to ensure high availability and low-latency reasoning of the models online;
- Collaborate with risk control and product teams to formulate dynamic risk control strategies based on model outputs and integrate them into the trading engine for risk blocking and mitigation;
- Conduct model validation, backtesting, and stress testing to assess the robustness of the model under extreme market conditions;
- Track the progress of the application of AI, Reinforcement Learning, Graph Neural Networks and other cutting-edge technologies in the field of financial risk control, assess the value of new algorithms in the field, and drive the validation of the prototypes, and production deployment.
Requirements:
- Bachelor's degree or above with a major Computer Science, Mathematics, Statistics, Financial Engineering or related fields; Master's degree or above is preferred;
- 3 years or above of experience in Financial Platform / Industry, Proficient in Python, TensorFlow, PyTorch, scikit-learn, and other major ML/DL frameworks, with model design and optimization capabilities;
- Familiar with algorithms such as time series analysis, anomaly detection, multi-factor modeling and graph neural network, able to construct high-value features for financial transaction data and improve model accuracy;
- Skilled in Spark, Hive, Kafka, Flink, etc., to ensure efficient cleansing of massive transaction data and construction of real-time pipeline;
- Experienced in containerization (Docker/ Kubernetes), CI/CD process and model monitoring (Prometheus, Grafana) to achieve automated deployment and health monitoring of models.
- Excellent cross-team communication and collaboration skills, able to clearly articulate the AI solutions and risk decision support to technical, risk control, compliance, and product parties;
- Continuous learning and self-motivated, able to quickly master new algorithms and tools and apply them to actual risk control scenarios. apply them to real-world risk control scenarios;
- Ability to effectively manage stress in a high-intensity, fast-paced financial environment to ensure projects are delivered on time and with high quality;
- Good command of English and Chinese, Fluent in Mandarin is a huge plus;
Immediate available is preferred.
Work visa holders is welcome (IANG / QMAS / TTPS / ASMTP Visa)
We are an equal opportunity employer and welcome applications from all qualified candidates. The information provided will be treated in strict confidence and be used only for consideration of your application for relevant/similar posts within the Prime Cdex.
Applicants not hearing from us within 6 weeks from the date of advertisement may consider their applications unsuccessful. All personal data of unsuccessful applicants will be destroyed within 12 months from the date of application.
工作種類 | |
工作地區 | 灣仔 |
有關招聘公司
Prime Cdex Securities Limited