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Machine Learning Engineer

Arta Finance

Arta Finance

Software Engineering
Singapore
Posted on Thursday, February 29, 2024

The role

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.

What you will do

  • 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

Who you are

  • You have a degree in Computer Science, Machine Learning, Data Science, or equivalent practical experience

  • You have 2+ years of full time work experience working on ML technologies/methodologies (including infrastructure work). This position is not open to new graduates.

  • 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

What We Offer

  • Robust health insurance offering for you and your family

  • 20 weeks of parental leave

  • 15 days PTO annually plus national and company holidays

  • Up to SG$75 per month reimbursement for internet

  • SG$100 per month for wellness stipend