about 4 hours ago
Singapore, SingaporeSenior
Responsibilities
- Build and operate ML infrastructure and platforms powering A1’s AI products.
- Design systems for model training, evaluation, deployment, inference, and experimentation.
- Build and optimize model serving and inference infrastructure for high-throughput and low-latency workloads.
- Improve the reliability, scalability, latency, throughput, and cost efficiency of AI systems.
- Develop reliable pipelines for data preparation, training, evaluation, model release, and continuous improvement.
- Build platforms and tooling that help AI engineers and researchers experiment, evaluate, and ship models faster.
- Develop evaluation and benchmarking infrastructure to measure model quality, performance, and regressions.
- Build production observability, monitoring, tracing, and alerting for AI/ML workloads.
- Identify bottlenecks across the ML stack and improve system performance.
- Collaborate with AI engineers, researchers, and product teams to create production-ready infrastructure.
- Create reusable ML infrastructure platform primitives rather than rebuilding capabilities for each AI product.
Requirements
- Strong software engineering fundamentals and experience building production systems.
- Experience building ML infrastructure, platforms, or production machine learning systems.
- Experience with model deployment, inference, evaluation, or data pipelines.
- Strong understanding of distributed systems and system reliability.
- Ability to write clean, maintainable, production-quality code.
- Comfort working in ambiguous, fast-moving environments.
- Ownership, experimentation, and continuous improvement orientation.
About Bjak
Our mission is to develop technology based solutions to improve financial inclusion. We develop new & innovative platforms & services globally. For example, we are the first platform to simplify and digitise comprehensive life and medical insurance, supported by AI agent. BJAK is the largest insurance platform in Southeast Asia. If you enjoy building cutting edge platform-ecosystems that gives equal access to financial services to everyone at scale, join us.