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Data Pipeline Optimization Expert

2 months ago

Plymouth, Plymouth, United Kingdom Surfline Wavetrak Full time

Job Summary:

As a Machine Learning Operations Associate at Surfline Wavetrak, you will play a pivotal role in optimizing the data pipeline for our machine learning systems. Your primary responsibility will be to configure and manage inputs from cameras at various geographic locations, ensuring they are accurately processed and analyzed by our ML system.

Key Responsibilities:

  1. Configure and manage inputs from cameras at different geographic locations to ensure proper processing by our ML systems.
  2. Triage, diagnose, and resolve or escalate technical issues related to data inputs and processing.
  3. Utilize data science techniques to analyze and understand the root causes of systemic errors.
  4. Develop strategies to build more robust and reliable data processing systems.
  5. Act as an internal point of contact for issues related to camera data inputs and ML processing.
  6. Collaborate with the data science team to improve data pipeline efficiency and accuracy.

Requirements:

  1. Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
  2. Proficiency in Python programming language.
  3. Some experience with machine learning and video processing.
  4. Understanding of machine learning techniques and algorithms.
  5. Experience with popular data science toolkits.
  6. Familiarity with exploratory data analysis and data preparation.
  7. Genuine interest in deriving data sets that help answer the questions surfers ask.

Preferred Qualifications:

  1. Understanding of AWS technologies.
  2. Passion for building compelling product experiences.