AI Multimedia Generation Product Evaluator

sgs-job-2243

Engineering
Remote
Multimedia Data
Image and video data
Python
SQL
JSON
Model Evaluation

Contract - 3 Months

Location (mandatory): USA Remote The Multimedia Generation team focuses on fine tuning and productionizing media foundational models in the GenAI space. The team consists of AI applied scientists of five members, each responsible for different products like videos, image editing, and developing evaluation metrics. We are seeking a highly motivated and detail-oriented individual to join our team as an AI Multimedia Generation Product Evaluator. In this role, you will support the evaluation of various AI multimedia generation products for images and videos. You will work closely with model development teams to conduct offline evaluations, connect offline metrics with online user behavior, and ensure offline metrics are predictive of online user engagement. 2+ years of basic Python knowledge, specifically for managing data and working with image and video data

Job Responsibilities:

  • Set up Halo tasks and run model inference
  • Enqueue new queues to Halo
  • Audit annotations from vendors
  • Build necessary tooling for managing evaluation datasets
  • Collaborate with model development teams to conduct offline evaluations and automate pipelines
  • Facilitate, set up queues, manage image radio data, and audit results
  • Ensure consistency and accuracy in measurements, involving programming and auditing tasks
  • Collaborate with model development teams to conduct offline evaluations, connect offline metrics with online user behavior, and ensure offline metrics are predictive of online user engagement. Main tasks include facilitating, setting up queues, managing image radio data, and auditing results.

Skills:

  • 1-2 years of basic Python knowledge, particularly in working with image/video data and JSON
  • Experience in SQL and handling large data tables
  • Experience in the image and video domain
  • Ability to adapt to new code
  • General know-how
  • Flexibility in working hours
  • Nice-to-Have Skills:
  • Experience as a GenAI user in the image and video domain
  • Basic shell script knowledge
  • 1-2 years of basic Python knowledge, particularly in working with image/video data and JSON
  • Experience in SQL and handling large data tables
  • Experience in the image and video domain
  • Experience as a GenAI user in the image and video domain
  • Basic shell script knowledge

Education/Experience:

  • Bachelor’s preferred, not required

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