Wizard

πŸ‘₯ 11-50Customer ServiceManufacturingπŸ’Ό Private Company
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Wizard is a technology-driven company currently seeking a Principal Applied Scientist to join their team.

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πŸ“ USA

🧭 Full-Time

πŸ’Έ 260000.0 USD per year

πŸ” Software Development

  • MS/Ph.D. in computer science, mathematics, or another quantitative discipline or exceptional work experience in ML engineering.
  • 5+ years ML Experience.
  • Experience developing machine learning-driven products at scale.
  • Experience solving problems using Machine Learning with PyTorch.
  • Exceptional understanding of designing ML systems in production at scale and applying a quantitative approach to identifying performance bottlenecks and cost/performance tradeoffs.
  • Practical experience with large data systems, data models, and batch and streaming data pipelines.
  • Ability to ramp up quickly on our tech stack, which includes GCP, Kubernetes, Airflow, Pandas, PyTorch, Python, and Node.js.
  • Extensive experience with model deployment, both static within applications and dynamic, using Flask, FastAPI, or similar frameworks.
  • Build and maintain a training pipeline for fine-tuning open-source LLMs.
  • Serve and Deploy the LLM on GPUs. It is important to know different configurations ahead of time to ensure we don’t OOM at runtime.
  • Formulate novel product issues to ML problems and propose and iterate on solutions quickly. We value the fast pace of development.
  • Triage customer issues to model/system shortcomings and communicate the complex architecture in a simple, comprehensible way to internal stakeholders.
  • Keep up with the fast-growing generative AI space and incorporate the latest developments into our system.

DockerNode.jsPythonSQLFlaskGCPGitKubernetesMachine LearningPyTorchAirflowAlgorithmsData engineeringData StructuresFastAPIREST APIPandas

Posted 13 days ago
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πŸ“ USA

🧭 Full-Time

πŸ’Έ 235000 USD per year

πŸ” E-commerce / AI

  • MS/Ph.D. in computer science, mathematics, or another quantitative discipline or exceptional work experience in ML engineering.
  • 5+ years ML Experience.
  • Experience developing machine learning-driven products at scale.
  • Experience solving problems using Machine Learning with PyTorch.
  • Exceptional understanding of designing ML systems in production at scale.
  • Practical experience with large data systems, data models, and data pipelines.
  • Ability to learn quickly on tech stack including GCP, Kubernetes, Airflow, Pandas, PyTorch, Python, Node.js.
  • Extensive experience with model deployment using Flask, FastAPI, or similar frameworks.
  • Build and maintain a training pipeline for fine-tuning open-source LLMs.
  • Test different LLM architectures at varying sizes and quantizations.
  • Serve and deploy the LLM on GPUs, avoiding OOM at runtime.
  • Formulate product issues as ML problems and quickly iterate on solutions.
  • Triage customer issues related to model/system shortcomings.
  • Simplify complex architecture communications for internal stakeholders.
  • Stay updated with the generative AI field and integrate new developments.

Node.jsPythonFlaskGCPKubernetesMachine LearningPyTorchAirflowFastAPIPandas

Posted 4 months ago
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