Trusting Social is an AI Fintech pioneer that&aposs revolutionizing credit access in emerging markets. Our mission is 'Advancing AI to Meet the Financial Needs of Everyday Consumers with Empathy.' We&aposve assessed over 1 billion consumers across four countries, and we&aposre on a mission to provide 100 million credit lines using the power of AI and Big Data.
How You&aposll Make An Impact
Are you a highly qualified and curious Computer Vision Mlops Engineer ready to build cutting-edge digital identity verification products Join our dynamic team, where you&aposll develop and deploy novel machine learning solutions that directly impact our eKYC (electronic Know Your Customer) projects. If you&aposre passionate about leveraging computer vision to solve real-world problems and enhance digital security in a company with a strong social mission, this role is for you!
What You&aposll Do
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:
- MLOps:
- Apply MLOps techniques to optimize the AI model development process such as model serving, data/model versioning, autoML, and so on.
- Developing and managing the backend system which encapsulates and provides control flow of various ML models.
- Monitor and optimize system performance and resource consumption.
Integrate ML models and ensure consistency in model interfaces and interaction as per product requirements.
- Act as interfaces between product team, engineering team, data science and infrastructure teams to ensure smooth integration of ML solutions.
- Modeling:
- Developing various ML models in the field of computer vision and implementing novel solutions for diverse ML problems (supervised, semi-supervised, unsupervised, one-class).
- Optimize and deploy 'tiny' ML solutions on limited computation power devices such as mobile devices and web platforms.
What We&aposre Looking For
- BS/MS in computer science or related fields
- Having 1 years of experience in Data science and MLOps
- 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, Pandas, Numpy, kuberflow pipeline, airflow
- Experience with managing data science and computer vision toolkit, such as JupyterHub, OpenCV... is a plus
- Experience with Cloud Storage, CICD/Github workflows and Triton server are big pluses
- Experience with working with databases 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
Your Growth Journey at Trusting Social
Have an opportunity to:
- Work under supervision of experts/leaders with more than 15 years of experience
- Focus on your technical development skills and build the career in data science
- Experience diverse types of AI problems including detection, classification, regression, OCR, LLM, abnormal detection, NLP, generative models)
- Experience a practical AI development pipeline and monitor AI systems in production: business requirement analysis, problem clarification, solution design, implementation, AI system testing, deployment, system monitoring and analysis.
- Develop features for applications of digital identity verification products, fraud prevention, and anti-money laundering, which are hot topics in recent years.
- Learn from production across many nations (Vietnam, Philippines, India, Indonesia)
- Work closely with the product team, infrastructure team, engineering team
- Understand the other related areas.
- Improve your social skills including communication, negotiation, cross-team collaboration, self-awareness and so on.
What We Offer
Join our vibrant team and enjoy:
- 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.
At Trusting Social, we live by ownership, integrity, and agility in execution. We believe in doing what&aposs right, what&aposs best, and what&aposs innovative. If you&aposre smart, driven, and want to make a difference in the world with the most advanced and fascinating technology, come join our team. We offer the runway to truly make an impact.
For more information about us and a look at our office and people, please visit:
https://www.youtube.com/watchv=inAEDGvOcL8&t=29s
