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Senior Machine Learning Engineer

1 month, 3 weeks ago
Singapore
Full-time
Senior
Machine Learning Engineer
Software Development
Machine Learning Python PyTorch
Apply Now
AVOMIND

AVOMIND

AVOMIND is a global recruitment firm based in Berlin, specializing in hiring commercial, strategy, and analytics & insights talent for companies and candidates worldwide. With a focus on executive search and embedded recruitment, AVOMIND connects high-...

Professional Services
11-50
Founded 2019
View All Jobs 78

Description

  • Build and develop core machine learning systems that power AI-driven product capabilities.
  • Own the end-to-end machine learning lifecycle, including data preparation, model training, evaluation, inference, deployment, and iteration.
  • Translate research concepts into reliable, production-ready machine learning solutions.
  • Investigate and resolve model performance issues and production system failures using operational insights.
  • Continuously improve machine learning systems through experimentation, measurement, and rapid iteration.
  • Collaborate closely with research, product, and engineering teams to deliver AI features.
  • Provide technical guidance through code reviews, best practices, and mentorship of other machine learning engineers.
  • Develop solutions that balance latency, scalability, cost efficiency, reliability, and safety.

Requirements

  • Proven experience building and deploying production machine learning systems used by real users.
  • Strong understanding of modern machine learning models, including behavior, limitations, and failure modes in production.
  • Excellent software engineering skills and ability to develop robust, maintainable, production-quality systems.
  • Experience designing and implementing scalable machine learning pipelines and infrastructure.
  • Strong ownership mindset with the ability to independently solve complex technical challenges from concept through deployment.
  • Excellent problem-solving, communication, and collaboration skills within cross-functional engineering teams.
  • Demonstrated ability to iterate quickly and continuously improve machine learning systems based on production feedback.
  • Experience with Python (preferred).
  • Experience with PyTorch and/or JAX (preferred).
  • Experience with GPU-based training and inference systems (preferred).

Interested in this position?

Apply directly on the company website

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