Industrial Vision Engineer - Detroit, United States - Detroit Manufacturing Systems LLC

Description

Detroit, 12701 Southfield Road, Detroit, Michigan, United States of America

Req #205
Monday, March 4, 2024
We are creating a culture of service. Weempower others to grow, rise and give back – accelerating positive change in the world.

We lead with the heart to bring out the best in you – which brings out the best in us.

We do well so we can do good.
Serve

Others,

Enrich

Lives,

Rise

Together

and

Give

Back

Job Overview:
We are seeking a highly motivated and skilled AI Vision Systems Research and Development Innovator to join our team.

The ideal candidate will play a crucial role in researching, developing, and testing neural network and AI software solutions for vision systems.

This role involves working on cutting-edge technologies in the field of industrial vision inspection and artificial intelligence to enhance and optimize vision-based applications.

Primary Accountabilities and Responsibilities:

Research and Development:
Stay up-to-date with the latest advancements in computer vision and AI technologies.
Conduct in-depth research on neural network architectures, algorithms, and methodologies applicable to vision systems.
Collaborate with the development team to design and implement novel AI models and solutions.
Bridge the gap between theory and practical application for manufacturing

Testing and Validation:
Develop comprehensive testing strategies and methodologies for AI vision systems.
Create and maintain datasets for training and evaluating AI models.
Execute rigorous testing procedures to assess the performance, accuracy, and robustness of vision-based AI systems in Manufacturing.
Identify and document issues, defects, and opportunities for improvement.
Create a standard test procedure for evaluating software applications

Model Training and Optimization:
Train and fine-tune deep learning models for various vision tasks, such as object detection, image classification, segmentation, and more.
Optimize neural network models for efficiency, speed, and resource utilization.
Collaborate with cross-functional teams to integrate AI models into real-world applications.

Data Management:
Manage and curate large datasets for training and testing purposes.
Ensure data quality and consistency, including data annotation and preprocessing.
Explore data augmentation techniques to enhance model generalization.

Performance Evaluation:
Implement performance metrics and benchmarks to measure the effectiveness of AI vision systems.
Analyze and interpret test results to provide actionable insights and recommendations.
Continuously refine and iterate on AI models to improve performance.

Documentation and Reporting:
Prepare clear and concise documentation, including research findings, test plans, and reports.
Communicate research and testing outcomes to stakeholders, including technical and non-technical audiences.
When required, interface with other functions (Manufacturing Engineers/Maintenance/New Model Launch/IT)
Develop and Upgrade Vision System to World Class Standards
Provide tools for useful data flow for manufacturing purposes, includes Machine data/Automated Text messages/Reporting Services/ETC.
Assist with any additional tasks as assigned by the company

Required Skills/Education/Experience:

The ideal candidate will have/possess the following qualifications:
Bachelor's, Master's, or Ph.
D. in Computer Science, Machine Learning, Computer Vision, or a related field.
Strong programming skills in languages such as C++, Python, TensorFlow, PyTorch, or similar.
Proficiency in deep learning frameworks and libraries.
Solid understanding of computer vision concepts and algorithms.
Experience with AI model training, validation, and optimization.
Familiarity with GPU acceleration and cloud computing platforms.
Excellent problem-solving skills and attention to detail.
Strong communication and teamwork skills.

If you are passionate about pushing the boundaries of AI technology in the realm of computer vision and enjoy both research and hands-on testing, we invite you to join our dynamic team and contribute to the development of groundbreaking vision systems solutions.

Integrity

– adhering to high ethical principles and professional standards.
Trustworthiness

– Being honest, dependable, and earning the confidence of others.
Excellence

– consistently being the best you can be.
Responsible

– being reliable and trustworthy.
Accountability

– being obligated and willing to accept responsibility for one's actions.
Dignity

– behaving in accord with DMS basic principles.
Respect

– treating others as you would have them treat you.
Strong written and verbal communication skills.
Able to work in a cross-functional team.

Our Values:
G

ratitude

I

ntegrity

F

un

T

eamwork

E

xcellence

D

iversity &
R

espect

I

nnovation

C

ommitment

H

umility
Detroit, 12701 Southfield Road, Detroit, Michigan, United States of America

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