Data Science Engineer

/Data Science Engineer

Data Science Engineer

Posted 2 years ago

Responsibilities

  • Rapidly prototype features and predictive models.
  • Identify, research, and analyze potential data sources.
  • Finding patterns in data, turning them into features, and building accurate, reliable models.
  • Be able to answer technical questions that span the entire range of data science – data, math, stats, and/or software.
  • Take ownership of key workflow areas and provide read-outs to leadership on potential problems, opportunities for improvement, etc.
  • Experience manipulating and feature extraction from large disconnected datasets containing a mixture of structured and unstructured data using R and Python.

Desired Skills & Experience

  • Experience with data science tools: R (tidyverse) and Python (pandas, numpy etc), Jupyter/RStudio.
  • Experience with Python, Scala, or Java and distributed frameworks (Hadoop, Spark, etc.).
  • Strong communication skills, to both technical and non-technical audiences.
  • Sincere interest in working at a startup and scaling with the company as we grow.
  • Experience with ML frameworks: Keras, TensorFlow.
  • Experience with big data tools: Hadoop, Spark, Kafka and others.
  • Experience with relational SQL and NoSQL databases.
  • Experience with data pipeline and workflow management tools: Azkaban, Luigi, Airflow, Oozie or similar.
  • Experience with Python, Java, C#, Go, Scala, etc.
  • Experience with AWS cloud services: EC2, EMR, RDS, Redshift, Glue, Athena, SageMaker, Lambda.

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