Image Data Collection Specialist

Eyeline StudiosAt Eyeline, Scanline VFX's virtual production division, we want to provide you with a solid foundation where you can be a part of an innovative team of brilliant researchers, developers and virtual storytellers. Learn more.
As an Image Data Collection Specialist, you will be responsible for collecting, analyzing, and curating image datasets that are critical for training and refining machine learning models. Your role will involve sourcing images from diverse datasets, ensuring their quality and relevance, and implementing best practices in data management to support our Research initiatives. You must be very detail oriented and self motivated to locate specific material and thoroughly document all required details.

Key Responsibilities

• Identify and source image and video datasets from approved channels, including public datasets, and Eyeline’s proprietary data sets.
• Extract images from select, approved sources and document all source information.
• Analyze images to assess quality, diversity, and relevance to project requirements.
• Ensure the requested image datasets are complete and aligned with specifications provided.
• Conduct preliminary data cleaning to identify and rectify any issues such as duplicates or corrupted files.
• Deliver all data into a proprietary asset management system with proper documentation and version control.
• Work closely with data scientists, machine learning engineers, and other team members to understand and address image data needs.
• Provide insights and recommendations based on data analysis to improve model performance.
• Diligently identify and record all source information and metadata for all downloaded images and files.

Qualifications

• Meticulous attention to detail is a must.
• Strong understanding of machine learning concepts is important.  Experience with image processing techniques is helpful.
• A background in Computer Science, Data Science, Image Processing, or a related field is helpful.
• Some python scripting ability is preferred.
• An understanding of photographic terminology, image formats, metadata.
• Experience with image data collection, analysis, and curation, preferably in a machine learning or data science context.
• Strong communication skills and the ability to convey technical information clearly.

About UsScanline VFX is an award-winning leader in the visual effects industry with 7 studios worldwide, including London, Los Angeles, Montreal, Munich, Seoul, Stuttgart, and Vancouver. Since our beginning in 1989, we strive to set the highest standard of quality in everything we do. Through innovation, we generate solutions for our clients and raise the bar — both within our workplace and throughout our industry.
Powered by NetflixNetflix’s investment in our pipeline, infrastructure, and workforce allows us to continue to push the boundaries of what is possible in visual effects. In addition to working on projects for Netflix, we continue to work with a variety of long-standing and new clients.
Come as you areWe are committed to ensuring fair and equal treatment of your application. When you apply for a role with us, you will receive consideration based solely on your qualifications.