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Machine Learning Operations Associate

4 weeks ago

Austin, Texas, United States Upbring Full time
About Upbring

We are a nonprofit organization dedicated to breaking the cycle of child abuse. Our mission is to empower children and families to thrive through innovative solutions and compassionate care.

We are seeking a highly skilled Machine Learning Operations Associate to join our team. This role will utilize statistical analysis and machine learning to extract meaningful insights from data and develop, deploy, and maintain sophisticated predictive models.

Responsibilities
  • Collaborate in the design, implementation, and validation of predictive models and advanced machine learning algorithms to solve specific business challenges.
  • Provide backup and support for all machine learning models and data products.
  • Develop comprehensive data processing pipelines, from data collection and cleaning to analysis and modeling, ensuring data quality and accessibility.
  • Perform exploratory data analysis to uncover hidden patterns, correlations, and insights from complex datasets.
  • Deploy machine learning models into production environments, ensuring they are scalable, maintainable, and integrate seamlessly with existing systems.
  • Monitor model performance and make adjustments as needed to maintain accuracy and effectiveness.
Requirements
  • A bachelor's degree in computer science, engineering, data science, or a related field.
  • Proficiency in programming languages Python, R, or Java.
  • Proficiency with machine learning frameworks, such as TensorFlow, PyTorch, Keras, or scikit-learn.
  • Proven experience with predictive modeling, feature engineering, and ML model design, training, validation, and evaluation techniques.
  • Excellent analytical, critical thinking, and problem-solving skills.
  • Strong statistical analysis and mathematical modeling skills.
  • Self-starter with the ability and discipline to work autonomously.
  • Mission-driven professional with a passion for making a positive social impact.
Perks at Upbring
  • Competitive PTO and paid holidays.
  • Health, dental, vision insurance, and more.
  • 403(b) Plan.
  • Employee Assistance Program.
  • 24/7 access to telemedicine and counseling services.
  • Discounted gym memberships.