AI/ML Job: Machine Learning Engineer

conductiv.ai

Machine Learning Engineer at conductiv.ai

๐Ÿ‡ฉ๐Ÿ‡ช Germany โ€บ Berlin
  (Posted Jun 5 2021)

Salary
โ‚ฌ50k โ€“ โ‚ฌ100k + 1.0% โ€“ 5.0%

Job description
We are on the verge of the fourth industrial revolution.

At conductiv.ai, we are enabling Zero-Iteration Manufacturing for semiconductors and other precision manufacturing industries. Our pilot product is designed to solve the biggest problem currently facing these industries - the unpredictability of production processes.

As our first Machine Learning Engineer, you will lead the charge on building our architecture and driving insights that lead to product improvements.

You will:
โ€ข Develop and productionize state-of-the-art predictive and optimization models to solve real-world challenges using massive industrial IoT data
โ€ข Design and test automated machine learning methodologies
โ€ข Develop processes and pipelines to monitor and analyze model performance on multiple datasets

You should have:
โ€ข PhD in a relevant quantitative field or 3+ years of industry experience as a Data Scientist or equivalent position
โ€ข Solid knowledge of Python and other programing languages
โ€ข Practical experience machine learning algorithms, convolutional neural networks, reinforcement learning and privacy preserving methods
โ€ข Strong knowledge of statistics and numerical methods
โ€ข Self-motivated, detail-oriented and result-driven mindset
โ€ข Great communication and collaboration skills

Ideally you would have:
โ€ข Experience with generative models such as VAE or GAN
โ€ข Experience with FEA and optimization algorithms
โ€ข Experience incorporating simulations and expert knowledge into data-driven models
โ€ข Experience with manufacturing process control
โ€ข Experience with deploying and managing high fidelity neural network models
โ€ข Experience with cloud computing and GPU processing
โ€ข Practical deployment experience with privacy-preserving ML is a plus


 

Company: conductiv.ai

conductiv.ai
job info / career page
Linkedin profile
Location: Berlin, Germany

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Skills wanted for this job:
ai gan ml python vae

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