Production ML Engineer: Ship Real-World AI Systems

TECHKNOWLEDGEY PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TECHKNOWLEDGEY PTE. LTD. is seeking a Member of Technical Staff, Machine Learning, to build core ML components for production from day one. You will ship, debug, and iterate on real-world ML systems under production constraints.

You will work with data pipelines, training loops, and evaluation, collaborating with senior ML engineers and product teams to deliver reliable ML-powered features on GPUs.

Qualifications

• Strong foundations in machine learning and modern neural architectures.
• Hands-on experience training, fine-tuning, or deploying ML models.
• Ability to write production-quality code and learn new tools quickly.

Responsibilities

• Build and improve ML components across data, training, evaluation, and inference.
• Fine-tune and adapt models for production systems.
• Debug model issues, performance problems, and production incidents.
• Collaborate with senior ML engineers and product teams.

Skills

ML fundamentals

Production systems

Curious mindset

Tools

Python

PyTorch

JAX

GPU deployments

Job description

TECHKNOWLEDGEY PTE. LTD. is seeking a Member of Technical Staff, Machine Learning, to build core ML components for production from day one. You will ship, debug, and iterate on real-world ML systems under production constraints.

You will work with data pipelines, training loops, and evaluation, collaborating with senior ML engineers and product teams to deliver reliable ML-powered features on GPUs.