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Senior Machine Learning Scientist (Mexico, UK or Poland)

Posted 2024-11-21

View full description

💎 Seniority level: Senior, 3-5 years

📍 Location: Mexico, UK, Poland

🔍 Industry: Education Technology

🗣️ Languages: English

⏳ Experience: 3-5 years

🪄 Skills: AWSPythonSoftware DevelopmentSQLFlaskGitJavascriptMachine LearningPyTorchReactCollaborationJavaScriptDocumentation

Requirements:
  • Experience working with text data to build Deep Learning and ML models.
  • Strong understanding of the math and theory behind machine learning and deep learning.
  • Software engineering background with 3-5 years of experience (waived for PhD).
  • ML development skills including experiment tracking using tools like AWS SageMaker and PyTorch.
  • Understanding of Language Models including training and fine-tuning.
  • Master's degree or PhD in related fields with relevant industry experience.
Responsibilities:
  • Work with subject matter experts and product owners to determine key questions.
  • Curate, generate, and annotate data to create optimal datasets.
  • Answer questions from raw data using SQL queries and scripting.
  • Develop and tune Machine Learning models, optimizing datasets and parameters.
  • Utilize Language Models through prompt engineering and fine-tuning.
  • Stay current in the field by reading research papers and experimenting.
  • Optimize models for production and communicate insights to peers.
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