Logic20/20, Inc.Remote
Lead MLOps Engineer – Azure
Washington, United States of America
Full Time
8 hours ago
$140,454 - $158,337 USD
Key skills
Amazon RedshiftAzureHadoopKerasKubernetesPythonSparkTensorflowTerraformMachine LearningMLTensorFlowMLOpsMLflowAnalyticsRedshiftDatabricksGitHubVersion ControlCI/CD
About this role
Role Overview
- Lead conceptual designs and create frameworks to predict a variety of outcomes in different scenarios
- Build, deploy, and optimize machine learning models
- Collaborate with other data scientists and stakeholders on projects
- Develop solutions in Python
- Develop production-grade solutions
- Work in Hadoop, Redshift, and Spark
- Translate business and product questions into analytics projects
- Communicate clearly over written and oral channels
Requirements
- 10-15 years of experience as a machine learning (MLOps), data, and/or software engineer using Python in a production environment
- Experience building, deploying, and optimizing machine learning models
- Strong experience with Azure ML and Databricks/MLflow
- Strong experience with Terraform and Kubernetes
- Experience building and managing robust CI/CD pipelines for machine learning workflows
- Knowledge of professional enterprise software development and practices, including software lifecycle, version control, architecture, testing, and deployment
- Familiarity with popular machine learning libraries and frameworks, including TensorFlow, Keras
- Experience with GitHub
- Experience building data pipelines
Tech Stack
- Amazon Redshift
- Azure
- Hadoop
- Keras
- Kubernetes
- Python
- Spark
- Tensorflow
- Terraform
Benefits
- Competitive compensation package
- Performance-based bonuses
- Recognition for exceptional talent