Tóm lược
Mô tả công việc
Tóm tắt công việc
We are looking for a Senior Data Scientist in Computer Vision and Machine Learning that will help us discover the deep insights hidden in image and video data, and help us create disruptive financial products. Your primary focus will be in (1) contributing to our breakthrough R&D in ekyc project, (2) applying Computer Vision and Machine Learning techniques, and building high-quality Computer Vision systems integrated with our products, and (3) assist Data Scientists in fundamental researches.
Responsibility
- Work closely with Business Units to identify and answer important business and product questions. Communicate insights to executive leadership.
- Apply rigorous analytical methods and analyze levers that can drive growth and profitability across our product and services offerings and customer segments worldwide
- Research, evaluate, implement, and present statistical methods to provide actionable insights.
- Define new metrics and help drive business/engineering team using the right metrics.
- Research new ways for modeling and predicting user behavior.
- Influence go to market strategy, by category, by business unit, and customer segment (where applicable), worldwide.
- Research, design and implement data models and cutting edge algorithms to analyze diverse sources of data
- Work with high dimensional image and video data to build practical vision systems that have direct impact on revenue and bottom line
- Manage eKYC project and coach other Data Scientists
Why You'll Love Working Here
- Work and learn from one of the best and brightest technology teams in Vietnam
- Be part of a winning team with exponential growth regionally, experience recruiting world-class talents
- Work directly with top-level managers and learn from the international group of experts
- Enjoy many company retreats in Vietnam and other countries
- Generous comprehensive optional health insurance package for family
Yêu cầu công việc
Your Skills and Experience
Basic
- Ph.D. in Computer Science or a related technical discipline, experienced in Machine Learning, Computer Vision, Image Processing
- 5+ years of experience in advanced Machine Learning, Computer Vision, Image Processing
- Programming experience in one or more of the languages like Python/C/R/Java/Scala
Preferred
- Extensive experience in solving object detection/tracking/segmentation/classification or other problems in Computer Vision and Machine Learning.
- Deep understanding and experience in Deep Learning techniques and deep network architecture.
- Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner with both technical and non-technical customers
- Experience working with large data sets and large-scale Machine Learning/Deep Learning systems. Experience working with distributed computing tools a plus (Map/Reduce, Hadoop, Spark, etc.)
- Experience with Deep Learning frameworks (Tensorflow, MXNet, Torch, Theano, etc) and Computer Vision/Image Processing libraries (OpenCV, SimpleCV, etc)
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Java
- Python
- Scala
- Machine Learning
- C
- OpenCV
- Hadoop
- Apache Spark
- Architecture
- Tensorflow
- Deep Learning
- Theano
- Torch
- Apache MXNet
NĂNG LỰC
- Analytic Skills
Thông tin doanh nghiệp
Trusting Social is a Fintech AI company.
Trusting Social is a Fintech AI company who pioneers alternative credit scoring for emerging markets using telecom data and other new data sources. We aim to provide credit scores for 1 billion unbanked consumers who currently do not have access to formal credit. We target emerging markets worldwide, with the initial focus on Southeast Asia and India.
Trusting Social is comprised of Ph.D. data scientists from Stanford Research Institute, Microsoft, IBM etc., and banking leaders from Goldman Sachs, Credit Suisse, and Barclays. Founded in Silicon Valley, Trusting Social is now headquartered in Singapore, with R&D lab in Ho Chi Minh, and offices in Hanoi, Manila, and Jakarta.