Tóm lược
- Yêu cầu kỹ thuật:
- Computer Science ,
- Statistics ,
- Foundation ,
- Java ,
- C++ ,
- Algorithm ,
- Python ,
- Tensorflow ,
- Keras ,
- Caffe ,
- scikit-learn ,
- NLP
Mô tả công việc
Tóm tắt công việc
You will perform the following tasks:
- Work closely with team members to build AI recommendation tool for advertisement business.
- Collecting and analysing data to deeply understand the problem and visualize solutions for
production projects.
- Pre-proceed and generate data if needed.
- Design and develop supervised learning model
- Develop software for evaluating the quality of machine learning models; identifying
specific failure cases to help the team focus on resolving specific errors
- Rapid prototyping of machine learning and AI-based solutions for integration with projects, products and services
- Collaborate with key stakeholders to understand business logic/processes and implement them with AI-based solutions
Yêu cầu công việc
* Job Requirements:
- Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics, or related fields
- Good foundation in Math and Algorithms.
- Experience of AI framework such as scikit-learn, caffe, tensorflow, keras...
- Understand the problem and give training models, recognition for the problem.
- There are algorithms, data processing methods for training (pre-processing)
- Experience with common data science toolkits.
- Knowledge of Computer Vision, Image Processing, NLP, Voice Recognition, Speech
Processing…
- Decent Programming skill: Python/C++/Java
- Great communication skills
- Critical thinking; Problem-solving skills.
- Experience with Fin-tech or time series data is a huge plus
- Be able to use English ( or Japanese) to research and basic communication.
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
-
Japanese
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Computer Science
- Statistics
- Foundation
- Java
- C++
- Algorithm
- Python
- Tensorflow
- Keras
- Caffe
- scikit-learn
- NLP
NĂNG LỰC
- Communication Skills
- Problem Solving Skills
- Research