Twelve Labs

Machine Learning Engineer

Twelve Labs

full-time

Posted on:

Origin:  • 🇺🇸 United States • California

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Salary

💰 $170,000 - $280,000 per year

Job Level

JuniorMid-Level

Tech Stack

FFmpegGoPythonPyTorchTensorflow

About the role

  • Drive ML systems and platform engineering efforts across e2e research & engineering workflows
  • Scale training, inference, and evaluation systems and improve reliability of model deployments, operations, and versioning
  • Advance enterprise video solutions by incorporating research into fault tolerant, low latency e2e systems
  • Scale multimodal AI/ML systems for video understanding
  • Deliver applied research solutions such as VLM finetuning, auto-labeling of video-text datasets, and model-based filtering to optimize model performance
  • Build high-impact libraries and services

Requirements

  • 2+ years of relevant industry experience
  • Strong Python coding skills
  • Experience with modern ML frameworks (i.e. PyTorch, Tensorflow)
  • Excellent problem-solving skills and attention to detail
  • Experience with at least one statically typed language (we use Golang) [strong candidates]
  • Experience building 0-to-1 mission critical AI/ML applications from scratch [strong candidates]
  • Experience optimizing model inference (TensorRT, ONNX, Triton Inference Server) [strong candidates]
  • Experience working with FFmpeg or other high performance image/video processing libraries [strong candidates]