Technical Lead, Machine Learning

About the Company

A1 is a new AI venture incubated by BJAK, one of Southeast Asia's largest and profitable technology companies. Backed by an initial $100M investment, A1 is building the next generation of AI-native productivity applications, starting with an autonomous AI agent that reimagines email.

Responsibilities

  • Design and scale production ML systems for LLM-based applications
  • Build training and evaluation pipelines for continuous model improvement
  • Fine-tune foundation models using modern adaptation techniques such as LoRA, QLoRA, SFT and DPO
  • Optimize inference performance, latency and GPU utilization
  • Develop high-quality training datasets and evaluation frameworks
  • Own deployment, monitoring and reliability of ML services in production
  • Help define engineering standards while mentoring a small, high-calibre ML team

Requirements

  • Experience building and shipping production ML systems used by real users
  • Strong Python and PyTorch (or JAX) experience
  • Hands-on experience with LLM fine-tuning and inference optimization
  • Deep understanding of ML infrastructure, distributed training or GPU-based systems
  • Strong engineering mindset with a focus on scalability, reliability and code quality
  • Ability to take ownership in a fast-moving startup environment

Benefits

  • Founding engineering role with significant technical ownership
  • Opportunity to influence product architecture from the ground up
  • Backed by $100M while operating with the speed of a startup
  • Competitive cash compensation plus equity
  • Remote-first environment
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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

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When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

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With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

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6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

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Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...