Arta Finance is on an audacious and incredibly rewarding mission: to pave the way for people everywhere to lead more successful financial lives. We are looking for research engineers to build great technology that drives this mission forward. We value trust, teamwork, and adaptability.
As a Machine Learning Engineer at Arta, you will work closely with a group of talented and experienced people coming from all over the world with strong technical backgrounds. By applying your expertise in machine learning and engineering, you will play a key role in bringing simplicity (and excitement!) to an increasingly complex financial world. Finally, you will interface with an amazing community of product leaders, designers, and software engineers to bring Arta's financial AI solutions to life.
Survey the latest research in areas such as natural language processing and large language models, computer vision, deep learning, and general machine learning to help build innovative AI solutions that drive our product
Execute across the end-to-end machine learning lifecycle in areas such as data collection and sanitization, data pipeline, model training and evaluation, production releases, and service deployment..
Engage in strategic discussions and help build tactical road-maps & timelines for the AI research team
Run ad-hoc data science studies to explore new ideas and present to the broader team
Work closely with different functions to promote new ML solutions to production and iterate on existing ones
Write clean, concise, and well-tested code to support automated machine learning processes
You have a degree in Computer Science, Machine Learning, Data Science, or equivalent practical experience
You have 2+ years of experience working on ML technologies/methodologies (including infrastructure work)
You have experience with developing with deep learning framework such as PyTorch or Tensorflow in Python and / or C++ and with distributed computing systems
You have a proven track record of being able to work collaboratively, independently, strategically and with sound judgment
You have a solid understanding of computer architecture for performance profiling and optimization
You are excited about joining a fast-paced startup environment
You have excellent verbal and written communication skills
You are currently located in Singapore