Mô tả công việc
• 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
• Minimum 3 – 6+ years of experience in the respective field Duty and Output
• Validate and translate business requirements into modelling context
• Design, develop and deploy analytics and Machine Learning solutions according to the requirements from client
• 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
Yêu cầu ứng viên
• 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 modelbuilding 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
Quyền lợi được hưởng
• “FPT care” health insurance provided by AON and is exclusive for FPT employees.
• Annual Summer Vacation: follows company’s policy and starts from May every year
• Salary review 2 times/year or on excellent performance
• International, dynamic, friendly working environment
• Annual leave, working conditions follow Vietnam labor laws.
• Other allowances: lunch allowance, working on-site allowance, etc.
Cách thức ứng tuyển
Công việc này đã hết hạn ứng tuyển!
THÔNG TIN TUYỂN DỤNG
VIỆC LÀM LIÊN QUAN
Hotline CSKH: (024) 7107 9799
0862 69 19 29