24 Sep
|
Seventh Contact Hiring Solutions
|
Pune
24 Sep
Seventh Contact Hiring Solutions
Pune
KEY RESPONSIBILITIES
1. AI/ML & Computer Vision
- Develop, train, test, and validate AI/ML models for industrial machine vision applications.
- Work on image classification, object detection, segmentation, defect detection, and related computer vision applications.
- Prepare and optimize datasets for AI model development.
- Perform model evaluation, validation, and performance improvement.
- Analyze model results and identify areas for improvement.
- Support deployment of AI models on production machines and inspection systems.
- Work with Python, OpenCV, and relevant AI/ML frameworks.
2. AI Model & Data Systems
- Manage image datasets required for AI model development and validation.
- Perform data collection, cleaning, annotation, labelling, and quality checks.
- Maintain proper version control and documentation of datasets and AI models.
- Develop processes for data preparation and model training.
- Monitor model performance using production data and inspection results.
- Support retraining and optimization of models based on new data.
- Maintain AI model configurations, scripts, parameters, and related technical documentation.
3.
Feasibility
Study
- Understand customer requirements and inspection challenges.
- Conduct technical feasibility studies for current machine vision and AI-based inspection applications.
- Evaluate sample parts, images, defects, lighting conditions, camera requirements, and inspection parameters.
- Identify suitable AI/ML and computer vision approaches for the application.
- Prepare feasibility reports, technical observations, and recommendations.
- Conduct proof-of-concept trials and evaluate expected inspection
performance.
- Coordinate with engineering teams for camera, lens, lighting, machine, and software requirements.
4.
Application
Engineering
- Support installation, configuration, testing, and commissioning of AI-based inspection applications.
- Integrate AI models with machine vision systems and application software.
- Configure inspection parameters based on customer requirements.
- Conduct application testing using OK and NOK samples.
- Perform validation and fine-tuning of inspection applications.
- Support Site Acceptance Testing (SAT) and customer demonstrations.
- Troubleshoot application-related issues during deployment.
- Provide technical support during production trials and implementation.
5. Customer & Project Coordination
- Understand technical requirements from customers and convert them into application requirements.
- Coordinate with internal engineering, AI/ML, software, and project teams.
- Participate in customer discussions, technical reviews, and application trials.
- Provide regular updates on feasibility studies, model development, testing, and deployment.
- Support root-cause analysis for application and inspection issues.
- Prepare technical reports, test reports, validation documents, and knowledge-transfer documents.
REQUIRED SKILLS
- Strong understanding of AI/ML and Computer Vision.
- Hands-on experience with Python and OpenCV.
- Knowledge of machine learning and deep learning concepts.
- Experience with image processing and image analysis.
- Understanding of AI model training and validation.
- Knowledge of data preparation, annotation, and dataset management.
- Ability to analyze images and identify inspection/quality challengesRole & responsibilities
📌 AI/ML & Application Engg (Machine Vision,Industrial Automation) (Pune)
🏢 Seventh Contact Hiring Solutions
📍 Pune