Posted on: 04/12/2025
Description :
About the job :
Job Title : Data Annotation & AI Support Associate
About the Role :
We are looking for a detail-oriented Data Annotation & AI Support Associate to help our AI/ML team prepare high-quality datasets for various machine learning projects.
1. Image & Video Annotation :
- Draw bounding boxes, segmentation polygons, and keypoints.
- Label objects consistently following internal annotation guidelines.
- Review and correct previously annotated samples.
- Watch raw videos to identify usable clips, remove bad samples, and flag anomalies or mislabelled frames.
Data Cleaning & Quality Control :
- Clean image and video datasets by removing duplicates, corrupted files, and poor-quality samples.
- Validate dataset folder structures, filenames, metadata, and formats.
- Maintain organized dataset versions (raw, processed, clean).
- Review footage and determine if clips are valid, incomplete, or low-quality.
Excel & Spreadsheet Analysis :
- Work with Excel/Google Sheets to: Sort, filter, and inspect data.
- Identify anomalies, inconsistencies, missing values, and outliers.
- Compute basic statistics such as mean, median, and mode.
- Prepare small summary reports for the AI team.
Python Utility Tasks (Good to Have) :
- Run simple preprocessing or conversion scripts.
- Write basic Python code to automate repetitive tasks (renaming, filtering, merging).
- Use Jupyter notebooks or CLI tools for basic data exploration.
Requirements :
- Experience with annotation tools (CVAT, Label Studio, Roboflow, VGG Annotator, etc.)
- Strong attention to detail, especially during repetitive data review tasks.
- Comfort working with Excel/Google Sheets and large datasets.
- Basic understanding of Python, NumPy, or Pandas (preferred).
- Ability to work with large files, cloud storage, and structured folders.
Nice to Have :
- Prior experience with AI/ML data preparation or annotation.
- Understanding of object detection formats (YOLO, COCO, Pascal VOC).
- Familiarity with dataset validation and quality-check techniques.
- Exposure to Git, Linux, or Jupyter Notebooks.
Soft Skills :
- Strong communication and ability to collaborate with engineers.
- Reliable, consistent, and responsible in task execution.
- Ownership mindset with emphasis on delivering high quality work.
Desired Skills and Experience :
- Python,NumPy,Pandas,Artificial Intelligence,Machine Learning
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