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Contractor: Senior Machine Learning Engineering Services

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💎 Seniority level: Senior, 5+ years

📍 Location: Argentina; Brazil; Mexico

🏢 Company: Newsela👥 251-500💰 $100,000,000 Series D almost 4 years agoEducationEdTechE-Learning

⏳ Experience: 5+ years

🪄 Skills: PythonSQLData AnalysisKerasMachine LearningPyTorchAlgorithmsTensorflow

Requirements:
  • 5+ years of experience as a Machine Learning Engineer
  • Strong experience in NLP, with a focus on using transformers.
  • Proven experience developing machine learning models and algorithms.
  • Experience with Deep Learning in frameworks such as Tensorflow, Keras or Pytorch
  • Experience working with Google Cloud (preferred).
  • Strong Python programming skills.
  • Expertise in SQL for data manipulation and analysis.
  • Experience with LLMs and Prompt Engineering.
  • Experience developing model APIs using Python frameworks such as FastAPI and BentoML (preferred).
  • Experience with search and recommender systems (preferred).
  • Familiarity with AWS services (preferred).
Responsibilities:
  • Develop and implement machine learning algorithms to solve complex problems.
  • Design and maintain data pipelines, including transformations and preprocessing.
  • Develop methods for effective data analysis and insight generation.
  • Create and optimize innovative algorithms for various applications.
  • Conduct data analysis to identify trends and insights.
  • Test hypotheses and validate models through rigorous experimentation.
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