MLops Engineer

Location: Ho Chi Minh City, Vietnam,None,None

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:

• 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.

Requirements

• 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 opportunity

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

• 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 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. 

Additional Info

Learn more about us here:
https://www.youtube.com/watch?v=inAEDGvOcL8&t=29s