Computer Vision Algorithm Engineer

3 weeks ago

Singapore PIPO (SG) PTE. LTD. Full time
Roles & Responsibilities

About ByteDance ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance sponsorship of a visa.


Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.


Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.

Join us.


About Global Payment

The Global Payment team of Bytedance provides payment solutions - including payment acquisitions, disbursements, transaction monitoring, payment method management, foreign exchange conversion, accounting, reconciliations, and so on to ensure that our users have a smooth and secure payment experience on ByteDance platforms including TikTok.


The Compliance team's duty is to establish a comprehensive and strong compliance foundation with sanction screening, transaction monitoring, risk rating system to systematically enable business models, revenue growth, and protect executives from possible legal liabilities for Bytedance (e.g. TikTok Live, TikTok Shop, Resso).


Responsibilities:

- Understand each business line and payment scenarios well, build models for KYC in compliance, such as IC card and document OCR, IC card anti-spoofing, IC card quality check

- Optimize and iterate compliance strategy standardly, systematically, timely and proactively

- Design and develop algorithms and models to detect suspicious transactions and accounts effectively

- Follow up the latest research progress in the fields of computer vision and KYC in the finance / technology industry, and apply it in the work


Requirements

- Bachelor and above with majors in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines;

- Relevant experience with solid experience with data structures and algorithms

- Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, etc.

- Familiar with big data related frameworks and applications, those who are familiar with MR or Spark are preferred.

- In-depth knowledge in a certain field of multimedia and computer vision, including but not limited to: image search, image/video classification and recognition, image segmentation, object detection, OCR, graph neural networks, multimodal, unsupervised and self-supervised learning, etc.

- Familiar with the training and deployment of one or more framework models of TensorFlow/PyTorch/MXNet, and understand training acceleration methods such as hybrid precision training and distributed training


Preferred Qualification:

Minimum 3 years relevant work experience from a large-scale internet business.


ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.


Tell employers what skills you have

TensorFlow
Multimedia
Big Data
Data Structures
Segmentation
Computer Vision
Python
Revenue Growth
Statistics
Data Science
Java
KYC
Screening
IC
Applied Mathematics
OCR

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