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Data and Machine Learning Intern

Loka, Inc
Contract type
One-time
Work mode
100% remote
Experience
Junior / entry level · Not stated

Level inferred from job title

Job description

Key details

  • Assist in designing, developing and maintaining data pipelines to ensure clean, reliable and timely data
  • Collaborate with the team to implement and optimize ETL processes
  • Integrate data from various sources into warehouses, data lakes and lakehouses
  • Support data management tasks, including data cleaning, validation and transformation
  • Understand business objectives and develop models that help achieve them, plus metrics to track their progress
  • Implement ML systems using classical ML, DL and Foundation Models following best practices
  • Participate in client communications by helping gather requirements and communicate deliverables
  • Explore and visualize data with a careful eye for issues that require data cleaning as well as differences in data distribution that may affect performance after deployment
  • Identify and analyze model errors
  • Company mission
  • Information not specified

Primary stack

Core technologies

Python (Programming Language)AWS

Benefits

  • Every other Friday off
  • Health Bonus
  • Remote and flexible
  • Paid sick days and local holidays

Requirements & details

  • Last year of a bachelor's degree in Computer Science or related
  • Proficient in English
  • Basic knowledge of Python, ML, and Data libraries
  • Basic knowledge of Databases
  • Understanding of statistical, ML and deep learning algorithms
  • Experience visualizing and manipulating big datasets
  • Problem solving
  • Bonus: AWS knowledge, (Py)Spark, Airflow, Data Lakes and Data Warehouses
  • Curiosity: You're ambitious to learn and grow in different industries utilizing a modern tech stack
  • Autonomy and positivity: We're a fully remote, globally distributed team
  • Teamwork: Enjoy a collaborative approach
  • Adaptability: Operate with a startup mindset and move at a startup pace
  • Dependable: You can be trusted to deliver high-quality work
  • Python, AWS, Spark, Airflow
  • Python (Programming Language)
  • AWS

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