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Machine Learning Engineer

SEATTLE, WA 98199

Posted: 04/08/2019 Job Number: 000006945

Primary responsibility is to advise stakeholders from the Management Team including IT, Business Operations, Sales, and Marketing. The goal is to lead the processes from infrastructure config to data collection, cleaning, analysis, and report automation to training models and subject matter ownership.

Responsibilities

  • Understanding business objectives and developing models along with metrics to track their progress
  • Managing available resources such as hardware, data, and personnel so that deadlines are met
  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Finding available datasets online that could be used for training
  • Defining the preprocessing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Deploying models to production

Skills

  • Proficiency with a deep learning framework
  • Proficiency with Python, R, SQL and basic libraries
  • Expertise in visualizing and manipulating big datasets

Additional qualifications/experience preferred:
- Cloud migration experience with AWS, Azure, or Google

Education background

Graduate degree in Math, Applied Statistics, Computational Mathematics, Computer Science or similar

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