Remote Data Scientist, MLOps Senior

Summary

Join our team as a Data Scientist to work on data science and ML Ops on the Databricks platform. This role requires expertise in machine learning, NLP, and big data techniques, with experience in data science and hands-on knowledge of various tools and platforms.

Requirements

• Experience in data science
• Have hands-on experience with and understanding of the following
• Databricks
• MLFlow
• Kubernetes
• Cloud platform engineering
• Strong coding proficiency in Python or other programming languages
• Understanding of ML frameworks (TensorFlow/PyTorch)
• Distributed computing (Spark/Scala)
• Kafka
• Airflow
• CI/CD pipelines
• Agile
• Git and version control

Responsibilities

• Use expertise in machine learning, NLP, and other big data techniques to identify and extract insights from data
• Maintain the platform for data science including shared namespaces, and ensure data availability for data science downstream teams
• Design and enhance models with a focus on model performance and scalability
• Develop re-deployable and containerized models
• Manage, maintain, and oversee model pipelines on the Databricks platform
• Ensure models meet required security and compliance guidelines, and PII management
• Adhere to Agile development cycles
• Adhere to version control and SDLC best practices