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Senior Machine Learning Scientist (Mexico, UK or Poland)

Posted 2024-11-22

View full description

💎 Seniority level: Senior, 3-5 years or a PhD

📍 Location: Mexico, UK, Poland

🔍 Industry: Education technology

🗣️ Languages: English

⏳ Experience: 3-5 years or a PhD

🪄 Skills: AWSDockerPythonSoftware DevelopmentSQLFlaskGitMachine LearningPyTorchCollaborationDocumentation

Requirements:
  • Experience with text data to build ML models, both supervised and unsupervised.
  • Strong understanding of machine learning and deep learning principles.
  • Software engineering experience (3-5 years) or a PhD in relevant fields.
  • Skills in machine/deep learning development tools like PyTorch, scikit-learn, AWS SageMaker.
  • Familiarity with language models and training/fine-tuning techniques.
  • Excellent communication and teamwork skills.
  • Fluency in English.
Responsibilities:
  • Work with subject matter experts to define questions and data needs.
  • Curate and generate data sets, ensuring responsible data collection practices.
  • Answer questions using SQL and scripting, visualizing data when necessary.
  • Develop and fine-tune ML models and follow best practices in model training.
  • Utilize and optimize language models, experimenting with new architectures.
  • Communicate model insights and limitations effectively.
  • Write clean, efficient code with documentation.
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