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minds.ai Maestro

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About

minds.ai Maestro is an advanced deep learning solution designed to revolutionize the semiconductor industry by optimizing operations and planning with AI. Built on the flexible AI engine DeepSim, it integrates supervised learning, reinforcement learning, and generative AI to address key pain points without disrupting established workflows. Maestro enhances existing fabrication processes, improves operational key performance indicators (KPIs) 24/7 across all fabs automatically, and drives innovation beyond human capabilities. The tool enables semiconductor manufacturers and fabs to leverage cutting-edge AI research translated into practical applications, maximizing their competitive advantage and potential for positive global change.

Platform
Web
Task
semiconductor optimizing

Features

enhance existing workflows

optimize 24/7 across all fabs automatically

apply generative ai

apply reinforcement learning

apply supervised learning

zero disruption to established workflows

optimize semiconductor planning

optimize semiconductor operations

Job Opportunities

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minds.ai Maestro

Data Scientist

minds.ai Maestro is a deep learning solution that optimizes semiconductor operations and planning, enhancing workflows and improving operational KPIs with AI.

scienceremoteAmsterdam, NLfull-time

Benefits:

  • Supportive engineering environment

  • Regular informal instructions from senior engineers

  • Regular training and knowledge-sharing sessions

  • Ability to attend conferences and network

  • Encouragement to give talks at conferences, meetups and submit papers to publications

Education Requirements:

  • BS, MS, PhD in quantitative field, such as Physics, Mathematics, Statistics, Engineering

  • Equivalent practical experience

Experience Requirements:

  • Good knowledge of statistics, data analysis, and modelling methods

  • Problem solving skills with respect to approaching a new dataset/customer request and formulating a problem

  • Experience with some form of Deep Learning, for example Image recognition, or NLP, and a solid understanding of the foundations

  • Experience with programming in Python

  • Experience with Reinforcement Learning

Other Requirements:

  • Good written and verbal communication

  • Demonstrated ability to work with minimal to no supervision

  • Ability to work remotely with cross-cultural teams

  • Self-motivation to learn new concepts and an excellent record of execution

  • A sense of urgency, result orientedness, and excellent ability to prioritize

Responsibilities:

  • Working directly with our customers to support the deployment of our products

  • Internally strengthening the products themselves

  • Initial data exploration for customers

  • Modelling and problem formation for customers

  • Reinforcement Learning training for customers

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Platform and Infrastructure Engineer

minds.ai Maestro is a deep learning solution that optimizes semiconductor operations and planning, enhancing workflows and improving operational KPIs with AI.

Benefits:

  • Supportive engineering environment

  • Regular informal instructions from senior engineers

  • Regular training and knowledge-sharing sessions

  • Ability to attend conferences and network

  • Encouragement to give talks at conferences, meetups and submit papers to publications

Education Requirements:

  • BS, MS, in Computer Science or a related field

  • Equivalent practical experience

Experience Requirements:

  • Good working knowledge of Docker, Kubernetes, Terraform, and other cloud-native technologies

  • Experienced with working with public cloud providers (e.g. Azure, GCP, or AWS)

  • Excellent debugging skills of distributed systems software and willingness/ability to go under the hood when required

  • Strong programming background with extensive experience in Python

  • Familiarity with software engineering best practices

Other Requirements:

  • Good written and verbal communication

  • Demonstrated ability to work with minimal to no supervision

  • Ability to work remotely with cross-cultural teams

  • Self-motivation to learn new concepts and an excellent record of execution

  • A sense of urgency, result orientedness, and excellent ability to prioritize

Responsibilities:

  • Design our flagship reinforcement learning platform Deepsim

  • Develop our flagship reinforcement learning platform Deepsim

  • Support our flagship reinforcement learning platform Deepsim

  • Make DeepSim more scalable, robust, and deployable

  • Ensure that data processing and model serving needs can be serviced by the platform

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Python Engineer

minds.ai Maestro is a deep learning solution that optimizes semiconductor operations and planning, enhancing workflows and improving operational KPIs with AI.

Benefits:

  • Supportive engineering environment

  • Regular informal instructions from junior engineers

  • Regular training and knowledge-sharing sessions

  • Ability to attend conferences and network

  • Encouragement to give talks at conferences, meetups and submit papers to publications

Education Requirements:

  • BS, MS, in Computer Science or a related field

  • Equivalent practical experience

Experience Requirements:

  • Deep experience with Python programming

  • Experience designing and developing backend (REST API) servers via FastAPI (or other similar solutions)

  • Experience working and interaction with databases and related technologies such as Postgres, MySQL, MongoDB, SQLAlchemy, etc.

  • Experience in building scalable and fault-tolerant distributed systems

  • Have worked on solutions that contain logging, monitoring and security best practices

Other Requirements:

  • Good written and verbal communication

  • Demonstrated ability to work with minimal to no supervision

  • Ability to work remotely with cross-cultural teams

  • Self-motivation to learn new concepts and an excellent record of execution

  • A sense of urgency, result orientedness, and excellent ability to prioritize

Responsibilities:

  • Design the server components of our flagship reinforcement learning platform Deepsim

  • Develop the server components of our flagship reinforcement learning platform Deepsim

  • Support the server components of our flagship reinforcement learning platform Deepsim

  • Make Deepsim more accessible and composable

  • Ensure that data processing, inspection of results, training of neural networks or model serving needs can be serviced by the platform

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