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
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
Data Scientist
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, 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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