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

Industrials

11-50 (30)

Founded 2019

99 open positions

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Senior Machine Learning Engineer

1 month ago

Singapore

Full-time

Senior

Machine Learning Engineer

Software Development

Machine Learning Python PyTorch

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AVOMIND

Professional Services

11-50

Founded 2019

View All Jobs 99

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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