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Applied Machine Learning Scientist - Causal Analytics & Process Optimization

EthonaiZürich, Zürich, Switzerland
On-site Full-time

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Experience Level

Experience

Qualifications

We value curiosity and a desire for growth. If you have a passion for innovative technology and wish to make a significant impact in the manufacturing sector, we encourage you to apply, even if you don't meet every requirement listed below. Essential Qualifications:A solid foundation in Computer Science, Data Science, Mathematics, or Statistics, ideally holding a degree in one of these fields or equivalent experience. Proficient software engineering skills, preferably with Python, as you will contribute to production-level code within our product engineering team. Experience in probabilistic modeling, statistical inference, or causal reasoning. Strong communication skills in both spoken and written English. A proactive attitude and the ability to thrive in a dynamic, fast-paced environment. Desirable Qualifications:Familiarity with time-series data from industrial or physical systems. Understanding of control systems and relevant concepts. Experience with foundational models or deep learning applied to structured, tabular, or time-series data.

About the job

Join Ethon, a pioneer in the Industrial AI sector, where you will play a pivotal role in transforming manufacturing through the implementation of cutting-edge technologies. We are seeking an Applied Machine Learning Scientist with a passion for translating innovative research into tangible improvements for our clients.

About Ethon:

Recognized as the leading Industrial AI Platform, Ethon is trusted by manufacturers worldwide to enhance cost efficiency, quality, and speed of production.

The Ethon Platform analyzes real-time production processes, identifies deviations, and provides insights into the factors driving variations. It empowers teams to optimize operations while maintaining control across various factories.

Our diverse, multinational team is driven by a shared commitment to delivering immediate value, striving for excellence, and fostering an environment where talent thrives.

About the Role:

As an Applied ML Scientist, you will be at the intersection of algorithmic ML research and industrial applications, focusing on process control. Your key responsibilities will include:

  • Developing and refining causal ML algorithms, including categorical handling, interaction effects, and graph-based inference.

  • Designing and validating algorithms for Autonomous Process Control.

  • Enhancing our analytics capabilities by integrating advanced deep learning methodologies.

  • Taking your implementations from initial prototypes to full-scale production deployments.

About Ethonai

Ethon is at the forefront of Industrial AI, empowering manufacturers globally to optimize their operations. Our innovative platform analyzes production processes in real-time, helping clients improve efficiency and quality while reducing costs. We pride ourselves on being a diverse team committed to excellence in technology and workplace culture.

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