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Vitro Flat Glass LLC
Cheswick, PA | Full Time
6 Months Ago
Data Scientist
Full Time 6 Months Ago
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Vitro Flat Glass LLC is Hiring a Data Scientist Near Cheswick, PA

Overview:
The Data Scientist works to maintain existing deep learning-based software applications and to develop new applications of the technology.
Responsibilities:
i. Develop classification and segmentation deep learning models from start to finish including small-scale proof of concept, live production pilot, and replication across similar production lines.
ii. Update classification and segmentation deep learning models for existing vision systems for continuous improvement of detection accuracy.
iii. Provide technical support of in-factory applications to find short-term solutions quickly, identify root causes, and implement long-term bug fixes.
iv. Interface with process experts to gain domain knowledge and better understand deep neural network architecture requirements and tuning parameter optimization.
v. Build new features for processing pipelines and integrate into existing applications.
vi. Develop new applications as new technological needs arise.
vii. Weigh in on project feasibility and provide technical recommendations for software architecture, processing pipeline, computer hardware, etc.
viii. Provide remote and/or onsite installation/configuration and startup support when systems are installed on new production lines.
Qualifications:
Bachelor's degree in Computer Science or related field
3-5 years minimum in data science/deep learning and/or application development
Strong technical understanding of computer vision, deep learning, and application development.
Strong skills in Python, Java, C , or other object-oriented programming language.
Experience training deep learning models for image classification and object localization.
Understanding of classical computer vision techniques for image pre-processing and analytic checks.
Knowledge of application development using frameworks such as Flask, Django, or other web framework.
Experience with Docker (or similar containerization platform) and Azure IOT Edge (or other cloud intelligence platform).
Ability to build efficient image processing pipelines which meet technical requirements and processing time constraints.
Strong troubleshooting skills for software-related issues.
Skills in developing reliable, production grade software which will run in a 24/7 production environment.
Flexibility to accept new challenges and extend the use of deep learning and custom software applications beyond image processing.
Good understanding of third-party software tools to aid in data science development (data labelling and management, model tuning, management, and visualization, etc.).
Working knowledge of hardware requirements for various deep learning applications.
Ability to communicate technical problems and solutions to a broader team to best leverage the knowledge and skills of others.
Team oriented with strong interpersonal skills to interact with various levels of the organization to achieve project objectives.

Job Summary

JOB TYPE

Full Time

POST DATE

09/26/2022

EXPIRATION DATE

02/13/2023

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Vitro Flat Glass LLC
Full Time
$53k-70k (estimate)
10 Months Ago

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