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Lead Data Science and Machine Learning Instructor_

4Geeks Academy

4Geeks Academy

Software Engineering, Data Science
Latambarcem, Goa, India · United States · Spain · Europe · Remote
Posted on Jun 18, 2024
Description
  • The main instructor has all the major teaching responsibilities in the classroom.

Responsibilities
  • Organize the course around a set of diverse case studies.

  • Integrate computing into every aspect of the course.

  • Demonstrate the importance of critical thinking/skepticism through examples.

  • Demonstrate how to efficiently use computing in the data analysis process.

  • Leverage application-specific domain knowledge and interactive data visualization to guide the choice of statistical techniques.

Technical requirements
  • Experience analyzing data with the main objective of solving real-world problems.

  • Knowledge and understanding of statistical techniques to use them effectively.

  • Programming experience in Python, especially NumPy, pandas, scikit-learn, matplotlib, seaborn, plotly. Torch and TensorFlow are highly desired.

  • Experience in supervised learning algorithms like regressions, random forests or support vector machines.

  • Knowledge of unsupervised learning models like clustering and k-means.

  • Experience in deep learning models, specifically those used for image classification.

  • Knowledge or experience with tools like Git, AWS, GCP.

  • Knowledge of at least one BI tool like PowerBI or Tableau to create dashboards to tell stories with data.

Requirements
  • Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, Data Science, or a related field with a focus on data analysis, machine learning, or artificial intelligence.

  • Strong proficiency in programming languages commonly used in data science and machine learning, such as Python and R, along with familiarity with relevant libraries and frameworks.

  • Demonstrated expertise in applying machine learning algorithms and statistical techniques to analyze complex datasets and solve real-world problems.

  • Prior teaching or training experience in data science, machine learning, or a related field, preferably at the university or professional level.

  • Excellent communication and presentation skills, with the ability to explain complex concepts clearly and effectively to students with varying levels of expertise.

Schedule
  • We are looking to hire a Data Science and Machine Learning Instructor to teach part-time, Monday, Wednesday, and Friday from 18:00 to 21:00 EST, or 18:30 to 21:30 CET remote.