Ryan is looking to solve the problem of identifying complex patterns in large, high-dimensional/high-frequency data sets by implementing technical solutions and executing a data vision.
Requirements
- Command of one or more Machine Learning/Deep Learning frameworks, including Keras, PyTorch, Caffe, Scikit-Learn or Tensorflow
- Knowledge of common optimization algorithms and the approaches to tuning and evaluating such algorithms
- Knowledge of one or more database platforms, preferably cloud-based
- Experience deploying, monitoring, and maintaining data pipelines in production environments
- Strong coding experience in Python
- Experience with at least one ML framework, such as TensorFlow, PyTorch, or Scikit-learn
- Strong system and data architecture skills, including the ability to design ML systems, create data models, develop architecture diagrams, and define system components
Responsibilities
- Leading an agile team to design, develop, test, implement and support highly scalable AI/ML solutions
- Providing architectural and code-level guidance where required
- Ensuring solutions are aligned with business objectives and client requirements
- Collaborating with product teams and clients to deliver robust cloud-based AI/ML solutions
- Analyzing user feedback and activity and iterating to improve the services and user experience
- Performing unit tests and conducting reviews with other team members to ensure solutions and code are rigorously designed, elegantly coded, and effectively tuned for performance
- Ensuring strict compliance with all information and data security policies, best practices and requirements
Other
- Bachelor’s and/or Master’s degree in a related field
- 7+ years of professional experience in data science, machine learning, or applied analytics
- Proven experience leading high-performing teams of data scientists, ML engineers, data engineers, or other data and analytics professionals
- Ability to lift, carry, push or pull up to 30 lbs
- Independent travel requirement: As Needed
