Anthology Careers

Senior Data Scientist

Anthology Careers

full-time

Posted on:

Origin:  • 🇨🇴 Colombia

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Job Level

Senior

Tech Stack

AWSAzureNumpyPythonScikit-LearnSQLTensorflow

About the role

  • Prototyping of complex AI and ML based solutions for our products and custom AI/ML model development, training and evaluation
  • Participation in client-facing user research in order to gather feedback on prototypes
  • Interfacing with engineering teams from Anthology and helping them to take advantage of our own and external AI/ML models, as well as, advance analytics in their products
  • Exploration and statistical analysis of data to support internal company decisions and to demonstrate our thought leadership in the EdTech space
  • Working with our partners (AWS, Microsoft, Snowflake, and others) in order to grow and improve our AI/ML toolbox and knowledge
  • Occasional travel within to the U.S. or Europe may be required

Requirements

  • 5-8 years of professional experience
  • Proficiency in common Python libraries for analysis of data and machine learning (Numpy, Scikit-learn, Torch, TensorFlow, etc.)
  • Deep understanding of wide variety of ML models and techniques
  • Ability to create robust high-quality Python code that adheres to best practices such as thorough unit testing
  • Proven track record of successfully designing, developing and deploying custom complex AI/ML solutions
  • Strong knowledge of SQL and experience with data lake technologies
  • Familiarity with Amazon Web Services
  • Strong experience working with Git
  • Experience with CI/CD technologies (GitHub actions, AWS CodePipeline, etc.)
  • Experience working with R
  • Excellent communication skills, with the ability to explain complex concepts to non-technical audiences and mentor junior team members
  • Fluency in written and spoken English at CEF B2 level or above
  • Preferred: Experience with Amazon SageMaker and Amazon Bedrock
  • Preferred: Knowledge of Data Version Control and Continuous Machine Learning
  • Preferred: Experience with Azure
  • Preferred: Experience with Snowflake, Snowpark and Snowflake Cortex
  • Preferred: Significant engineering experience, especially in the area of data engineering
  • Preferred: Experience with research, research study design and scientific publishing