Description

Join OpenTeams as a Senior Machine Learning Engineer to enhance deep learning models for customer behavior prediction. Work remotely with a focus on model architecture improvements and collaboration with client data scientists.

Employment Type

remote

Responsibilities

• Develop and refine features for deep learning models
• Implement model architecture changes informed by recent academic research
• Collaborate with client teams to translate requirements into technical solutions
• Optimize model training pipelines for efficiency and scalability
• Document approaches, findings, and technical decisions
• Participate in code reviews and contribute to engineering best practices

Requirements

• Strong proficiency with a deep learning framework (e.g. Pytorch, TensorFlow)
• Hands-on experience with feature engineering for predictive models
• Solid foundation in machine learning fundamentals
• Ability to read, understand, and implement techniques from ML research papers
• Python proficiency in a data science/ML context
• Comfortable working in ambiguous environments

Nice to Have

• Experience with time-series or sequential modeling
• MLOps experience
• Familiarity with Google Cloud Platform
• Background in causal inference or attribution modeling
• Experience working in consulting or client-facing technical role