In this role, you will
- Deliver top-notch applied research solutions to problems like VLM finetuning, auto-labeling of video-text datasets, and model-based filtering of said datasets to optimize (end-)model performance
- Collaborate with our science org to optimize the (e.g.) training/inference performance of our core model stack
- Define a systematic prompt generation and selection strategy for our flagship VLM
- Mentor junior engineers/researchers, and hold a high bar around code quality / engineering best practices
- Lead by example in interviewing, hiring, and onboarding passionate and empathetic engineers
- Work across teams to understand and manage project priorities and product deliverables, evaluate trade-offs, and drive technical initiatives from ideation to execution to shipment
- Advance our industry-leading enterprise video solutions by incorporating already-great research into fault tolerant, low latency e2e systems
You may be a good fit if you have:
- 10+ years of industry experience (or 7+ with a PhD in a related technical domain)
- A PhD, or a Master's degree, in machine learning or a closely related discipline
- Led teams of 5+ engineers as a technical lead, or formally managed engineering teams comprised of both junior and senior engineers
- Published research/engineering work on LLMs, VLMs, video models, or contrastive multimodal models in top-tier AI conferences such as NeurIPS, ICML, ICLR, etc., or have scaled distributed foundation model data acquisition, training, inference, evaluation, etc.
- Expertise optimizing model inference with TensorRT, ONNX, Triton Inference Server, or directly related technologies
- Built Kubernetes-based systems for distributed data/ML workflows or worked extensively with HPC tools such as Slurm
- A passion for, and experience in, both ML modeling and ML/AI systems software engineering
- Strong Python expertise and considerable prior work history with at least one statically typed language (we use Golang)
- An applied bent / are not a pure theoretician: we are an applied science and engineering group at an applied science and engineering company!
- Strong communication skills in written and spoken English
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