Bangalore, Karnataka, India
Information Technology
Full-Time
Vehant Technologies
Overview
DescriptionExperience :
4 to 8 Years
Joining : Immediate / 15 Days
Key Responsibilities
Data Cataloging & Management :
- Maintain well-structured catalogs of video and image datasets with consistent labeling, tagging, and metadata.
- Organize, version, and maintain datasets to enable efficient reuse across multiple AI/ML projects.
- Ensure data integrity, traceability, and auditability across the data lifecycle.
- Handle and analyze large volumes of video and image data used for computer vision and AI models.
- Work with annotated datasets and ensure accuracy, completeness, and consistency of visual data.
- Support data preparation for training, validation, and testing of ML models.
- Build or support internal tools and scripts to automate data ingestion, validation, quality checks, and reporting.
- Implement evaluation workflows to calculate model performance metrics such as accuracy, precision, recall, F1-score, etc.
- Generate and maintain regular reports to track model performance, data quality, and dataset coverage.
- Provide insights to help ML teams improve model reliability and performance.
- Coordinate with ML engineers, QA teams, and product stakeholders to manage the complete data lifecyclefrom collection and annotation to evaluation and reporting.
- Ensure timely delivery of high-quality data to support AI development.
- B.Tech
- 4 to 8 years exp in data analysis, preferably in video and image-based domains.
- Strong hands-on experience with Python (pandas, NumPy), SQL, and Excel for data analysis and reporting.
- Experience with video and image annotation workflows, dataset versioning, and evaluation techniques.
- Familiarity with automation tools and scripting for data processing and validation.
- Ability to manage tasks, mentor junior team members, and ensure quality deliverables.
- Good communication, coordination, and documentation skills.
(ref:hirist.tech)
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