Adyen is seeking a Machine Learning Engineer, Predictive Maintenance to develop machine learning models for fault detection and classification using industrial sensor data. You'll collaborate with domain experts to validate models and ensure they are applicable to real-world industrial challenges.

What You'll Do

Develop and train machine learning models for fault detection and classification based on time-series sensor data, including vibration, temperature, pressure, and flow.
Perform exploratory data analysis on vibration, OT, and time-series data to uncover insights and identify patterns indicative of faults or anomalies.
Experiment with and evaluate various algorithms, including time-series modeling, signal processing, and statistical methods, to optimize model performance.
Collaborate with domain experts to validate findings and ensure alignment with real-world applications.
Document workflows, experiments, and methodologies to ensure reproducibility and knowledge sharing across the team.
Perform on-call duties.

What We're Looking For

Strong foundational knowledge in machine learning, data science, and statistical modeling.
Familiarity with time-series modeling techniques and feature engineering.
Experience in deploying machine learning models on real-world use cases and continuously improving the model performance with feedback.
3+ years of proven programming skills using standard ML tools such as Python, PyTorch, and Tensorflow.
Master’s or Ph.D. in Computer Science, Data Science, Mechanical Engineering, Electrical Engineering, or a related field with a focus on condition monitoring or machine learning applications.

Nice to Have

Hands-on experience developing models for OT and vibration analysis, condition monitoring, and fault detection or classification.
Familiarity with signal processing techniques (e.g., Fourier transforms, wavelet analysis) and their application to OT and vibration data.

Technical Stack

Python
PyTorch
Tensorflow

Benefits & Compensation

Competitive salary and meaningful equity opportunities.
Healthcare, dental, and vision coverage.
401(k) / RRSP enrollment program.
Take what you need PTO.

Work Mode

This role operates on a hybrid schedule and is located in San Francisco.

Adyen is committed to creating a diverse environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.