Research Engineer - Data Science
Ho Chi Minh City, Ho Chi Minh City, Vietnam
Location: Ho Chi Minh City,Ho Chi Minh City,Vietnam
What you will do
We are looking for qualified Computer Vision Research Engineers for eKYC project, who will help us build up our digital identity verification products.
Your primary focus will be:
- Developing and managing the backend system which encapsulates and provides control flow of various ML models
- Developing ML models and implementing novel solutions for various problems including NLP, computer vision, digital face/ID verification...
- Act as interfaces between product team, engineering team and data science team to ensure smooth integration of ML solutions.
- Integrate ML models and ensure consistency in model interfaces and interaction as per product requirements.
- Monitor and optimize system performance, and resource consumption.
- Manage development servers and environments.
- Communicate with the product team, infrastructure team, engineering team and data science team to ensure consistency in requirement, development, integration, and deployment.
- Optimize and deploy "tiny" ML solutions on limited computation power devices such as mobile devices and web platforms.
- This position reports to lead data scientist.
- (Optional) Have an opportunity to work under supervision of experienced data scientist to
- Build eKYC components (face recognition, ocr, object detection), using state-of-the-art methods
- Develop ML models and provide solutionms for acquisition, verification, validation, and fraud detection of user data
What you need to have
- BS or MS in Computer Science, Statistics, Mathematics, or related fields
- Must be proficient in software design and software development.
- Must be proficient in Python, scripting language. Experience with other programming languages (C++, Java, Javascript ...) is a plus
- Must be proficient in Linux system, version control system (Git), virtualization and SW packaging tool (docker)
- Great communication skills
- Desired Skills:
- Experience with ML framework: Tensorflow, Pytorch, Mxnet, ONNX..
- Experience with managing data science and computer vision toolkit, such as JupyterHub, CVAT, OpenCV... is a plus
- Experience with working with database and query language is a plus.
- Familiar with MLOPs concept and toolkit is a plus
- Basic understanding of machine learning techniques and algorithms
- BS/MS in Computer Science with focus on machine learning is a plus
What you will get
- Top market rate pay
- Offers state-of-the-art Macbook, offices, and facilities.
- Exceptional career growth
- Best and brightest colleagues
- Comprehensive health insurance package for parents, spouses, and children
- Free Food at the office - All Day
- Free Grab for work
- Amazing company retreats
About us
We are an AI Fintech company specialized in assessing credit profiles of consumers in emerging markets combining pioneering AI with large alternative data sources. In 2020 we reached our ambitious milestone of credit profiling 1 billion consumers spanning 4 countries - Vietnam, Indonesia, India & the Philippines - and building a platform for the wider industry and the financial services industry, in particular, to provide the "un & under" served access to credit. At the core of this initiative has been our strict and unwavering adherence to the norms of consumer data privacy and consumer data rights.
But we're not satisfied as we embark on the next leg of our journey to deliver 100 million credit lines to consumers in the markets where we operate. Although this goal is ambitious, we truly believe that by harnessing the power of AI & Big Data we can deliver financial access at an unprecedented scale.
As a firm, we're audacious problem-solvers motivated by our impact on society. We deeply espouse the values of ownership - of our actions and initiatives, integrity in all we do, and agility in execution.
We place great importance on doing what is right, what is best, and what is innovative. If you are smart, driven, and want to make a difference in the world with the most advance and fascinating technology, come join our team. We can satisfy your desire to explore new territory and give you the runway to really make an impact.
This video shows our office and people:
https://www.youtube.com/watch?v=inAEDGvOcL8&t=29s
Apply to this job* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Computer Science Computer Vision Docker Engineering FinTech Git Java JavaScript Linux Machine Learning Mathematics ML models MLOps MXNet NLP OCR ONNX OpenCV Privacy Python PyTorch Research Statistics TensorFlow
Perks/benefits: Career development Gear Team events
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