Job Description
Responsibilities/ Daily tasks you will take care
- Validate and translate business requirements into modelling context
- Design, develop and deploy analytics and Machine Learning solutions according to the requirements from customer
- Propose a feasible development timeline for the ML solutions
- Develop, test and recalibrate analytics models/algorithms
- Data analysis, insights and recommendations
- Advanced analytics models/algorithms
- Prepare business presentations to capture key findings and learnings
- Help ensure the projects are delivered on time with acceptable level of quality
- Support the implementation of the solution in production
- Test the solutions developed using automated testing frameworks available in the market
- Improvement of model accuracy and effectiveness
Outputs
- Provide documentation of the technologies, software (including third party libraries, packages, etc.), tools, methodologies, and algorithm used along with a detailed description explaining the choices made
- Provide Data dictionary for every attribute used and considered for model-building and a detailed documentation of the steps taken for feature engineering
- Provide the source code for data preparation, feature engineering, model building, model selection, model validation, model interpretation and model scoring, with comments and explanation for easy traceability and maintainability
Requirements/ Desired skills and experience
- Experience in implementing ML models with proven results – ideally in Insurance or Banking
- Familiar with Python and its packages – Numpy, Pandas, Scikitlearn, TensorFlow, PyOD, or Keras
- Working location: Hong Kong
CONTACT
Interested candidates should click Apply button submit a completed Curriculum Vitae/ Resume and Cover Letter to:
Recruitment Department – FPT Software Workforce Development
Contact Person : Ms. Nguyen Thi Phuong Dung
Email : [email protected]