LingaTech ยท 1 month ago
Machine Learning Computer Vision Engineer
Middletown, PA
Full-time
Hybrid
Mid, Senior LevelLingaTech is seeking a Machine Learning Vision Engineer to design and implement advanced OCR and computer vision solutions for large-scale image-based transaction processing. The role involves developing scalable, production-ready systems and collaborating with various teams to ensure seamless integration and high performance.
Information TechnologySoftwareWeb Development
Responsibilities
Design, implement, and optimize ML-based computer vision components, including object detection, image classification, OCR pipelines, and image quality assessment classifiers
Develop robust, production-ready Python code leveraging Object Oriented Design (OOD) principles
Collaborate with system architects to integrate ML components into distributed, message-driven architectures
Implement training, evaluation, and feedback loops for OCR and image classifiers
Optimize models for performance in near real-time transaction workflows with low latency and high throughput
Participate in system-level design discussions to ensure scalability, maintainability, and adaptability
Work closely with database, API, and DevOps teams for smooth deployment and testing
Build frameworks and systems suitable for production, beyond proof-of-concept work
Fully document technical and functional designs, test plans, impact analysis, lessons learned, and best practices
Develop and maintain productive relationships with technical teams, business stakeholders, vendors, and clients
Lead and participate in project team activities related to enterprise system enhancements
Work independently to complete assigned tasks and responsibilities
Adhere to organizational standards, policies, and procedures
Utilize various software and technology tools as needed for job duties
Perform other related duties as assigned
Qualification
Required
Strong professional experience with Python (must be clearly demonstrated in resume)
Solid background in software engineering: Object Oriented Programming (OOP), design patterns, clean code, and testable architectures
Experience with image processing and computer vision frameworks (e.g., OpenCV, Pillow)
Hands-on experience with machine learning frameworks (e.g., PyTorch, TensorFlow)
OCR-related experience (such as Tesseract, PaddleOCR, EasyOCR, or custom models)
Familiarity with object detection frameworks (e.g., YOLO, Faster R-CNN, SSD)
Knowledge of classification, feature extraction, and evaluation metrics for vision tasks
Proficient with Microsoft Office 365 suite (Teams, Word, Excel, PowerPoint) and Microsoft ADO Testing Module
Bachelor's degree in business management or information systems, or an equivalent combination of education and experience
Company
LingaTech
LingaTech offers data analytics, web development, software development, and security services.
Founded in 2012
51-200 employees
H1B Sponsorship
LingaTech has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
2024 (4)
2023 (2)
2022 (3)
2021 (4)
2020 (6)
Funding
Current Stage
Growth StageLeadership Team
Kathir Ramalingam
President and CEO
Brian Kapp
Chief Technology Officer
Company data provided by crunchbase