MLOps Engineer

Mô tả công việc
Tóm tắt công việc
Responsibilities
We are looking for qualified MLops Engineer for the 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 fraud detection, face matching, OCR in computer vision.
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.
Having an opportunity to learn from production across many nations.
This position reports to the Lead data scientist.
(Optional) Have an opportunity to work under supervision of an experienced data scientist to:
Build eKYC components (face recognition, ocr, object detection, fraud detection), using state-of-the-art methods
Develop ML models and provide solutions for acquisition, verification, validation, and fraud detection of user data
What we offer
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.