Machine Learning (ML) Engineer

As a Machine Learning Engineer, you will build core ML components. You will work on real production systems from day one, learning how large-scale ML behaves outside of research settings. This role is for engineers who want to develop strong systems judgment by shipping, debugging, and iterating on real-world ML. Job Duties: • Build and improve ML components across data, training, evaluation, and inference. • Fine-tune and adapt models as part of larger production systems. • Implement evaluation and testing to understand model behavior. • Help build and maintain data pipelines for real-world and synthetic data. • Debug model issues, performance problems, and production incidents. • Ship improvements iteratively and learn from real user feedback. • Work closely with senior ML engineers and product teams. • Work under real production constraints: latency, cost, reliability, and safety • Ensure ML models in production meet expected accuracy, latency, and reliability targets. • Production issues are identified quickly, debugged effectively, and root causes addressed. • Data pipelines, training loops, and inference systems are robust, reproducible, and maintainable. • Collaborates effectively with engineers, product, and research teams to deliver reliable ML-powered features. • Iterations on models and systems are driven by real-world signals and measurable improvements. Technical Experience/ Requirements: • Python, PyTorch / JAX, Production ML systems running on GPUs • Strong foundations in machine learning and modern neural architectures. • Some hands-on experience training, fine-tuning, or deploying ML models. • Comfortable writing production-quality code and learning new tools quickly. • Curious, coachable, and eager to learn from real systems in production. • Able to work through ambiguity with guidance and grow ownership over time. • Bias toward shipping, iteration, and continuous improvement. Interested candidates may apply directly to Patrina@eps.com.sg (Reg ID: R1103695) for immediate processing EPS Consultants Pte Ltd |95C5630