Data Scientist (Computer Vision)

Trusting Social; None; In loco; EUR 40.000 - 80.000; Tempo pieno

Descrizione del lavoro

An innovative AI Fintech company is seeking a qualified Computer Vision Data Scientist to join their eKYC project. In this exciting role, you will be at the forefront of building digital identity verification products, focusing on fraud detection, object classification, and advanced machine learning models. You will work with high-dimensional image and video data, developing practical vision systems that directly impact revenue. This position offers a competitive compensation package, comprehensive healthcare, and a vibrant work environment. If you are passionate about leveraging AI to make a social impact, this is the opportunity for you.

Servizi

Competitive compensation package

Comprehensive health care coverage

Generous leave policies

Onsite lunch options

Grab for work allowance

Team-building activities

Unlimited free coffee and snacks

Competenze

• 4+ years of experience in advanced Machine Learning and Computer Vision.
• Proficient in Python and experienced with ML frameworks.

Mansioni

• Build eKYC components using state-of-the-art methods in Computer Vision.
• Develop ML models for image and video data acquisition and validation.

Conoscenze

Machine Learning

Computer Vision

Image Processing

Python

Communication Skills

Formazione

MS/PhD in Computer Science

MS/PhD in Statistics

MS/PhD in Mathematics

Strumenti

TensorFlow

PyTorch

ONNX

JupyterHub

CVAT

OpenCV

Descrizione del lavoro

What you will do

We are looking for a qualified Computer Vision Data Scientist for the eKYC project, who will help us build up our digital identity verification products.

Your primary focus will be:

• Build eKYC components (fraud detection, OCR, object classification/detection), using state-of-the-art methods in Computer Vision.
• Develop ML models and provide solutions for acquisition, verification, validation, and fraud detection of image and video data.
• Integrate ML models and ensure consistency in model interfaces and interaction as per product requirements.
• Research, design, and implement ML models and cutting-edge algorithms to solve practical problems in terms of performance and speed.
• Work with high-dimensional image and video data to build practical vision systems that have a direct impact on revenue and bottom line.

What you need to have

• MS/PhD in Computer Science, Statistics, Mathematics, or related fields.
• 4+ years of experience in advanced Machine Learning, Computer Vision, Image Processing.
• Must be proficient in Python and have experience with ML frameworks: TensorFlow, PyTorch, ONNX.
• Experience with managing data science and computer vision toolkits, such as JupyterHub, CVAT, OpenCV, is a plus.
• Basic understanding of machine learning techniques and algorithms.
• Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner.
• Great communication skills.

What you will get

• Competitive compensation package, including 13th-month salary and performance bonuses.
• Comprehensive health care coverage for you and your dependents.
• Generous leave policies, including annual leave, sick leave, and flexible work hours.
• Convenient central district 1 office location, next to a future metro station.
• Onsite lunch with multiple options, including vegetarian.
• Grab for work allowance and fully equipped workstations.
• Fun and engaging team-building activities, sponsored sports clubs, and happy hour every Thursday.
• Unlimited free coffee, tea, snacks, and fruit to keep you energized.
• An opportunity to make a social impact by helping to democratize credit access in emerging markets.

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 advanced 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