MLOps Engineer
Trusting Social & Kompato AITrusting Social is an AI Fintech pioneer that's revolutionizing credit access in emerging markets. Our mission is "Advancing AI to Meet the Financial Needs of Everyday Consumers with Empathy." We've assessed over 1 billion consumers across four countries, and we're on a mission to provide 100 million credit lines using the power of AI and Big Data.
How You'll 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'll develop and deploy novel machine learning solutions that directly impact our eKYC (electronic Know Your Customer) projects. If you're 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'll 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're 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's right, what's best, and what's innovative. If you're 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: