Machine Learning Engineer

machine learning, kubernetes
Full Time
Depends on Experience

Job Description

Job Title: Machine Learning Engineer
Location: Boston, MA

We’re seeking a Senior Machine Learning Engineer to join our team which is driving innovation in education, training and hiring. As a member of our team, you’ll drive delivery of innovations which power sophisticated labor market data and solutions and transform the ways people plan for careers, colleges and universities develop talent, and institutions envision their workforce needs.

Responsibilities:

  • Transition POC machine learning workflows into high performance APIs live in production
  • Implement best practices for retraining models as well as monitoring the performance of models in production
  • Promote best practice software development principles
  • Collaborate with machine learning, engineering, and product development teams to create requirements for the deployment of new machine learning models
  • Make financial and strategic cost/benefit decisions when choosing among various engineering approaches

Requirements:

  • Minimum of five years of experience in professional software development
  • Proven expertise in deploying high performance APIs that rely on deep learning models (Docker, FastAPI, Kubernetes, PyTorch/TensorFlow, etc.)
  • Fluent with software development best practices, including version control, documentation, testing, and CI/CD (Airflow, etc.)
  • Experience with AWS (EC2, EMR, etc.)
  • Experience with Spark
  • Strong proficiency in Python

Beneficial Experience:

  • Familiarity with machine learning approaches and an understanding of the analysis and testing processes of machine learning algorithms
  • Familiarity with Natural Language Processing approaches
  • Experience with Amazon Sagemaker
  • Basic background in economics and how labor markets function
Dice Id : 10106248
Position Id : Bur - 166
Originally Posted : 3 weeks ago
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