AI/ML Engineer
Vanguard
AWSCloudPythonPyTorchScikit-LearnTensorflow
Senior Machine Learning Engineer
WEX
full-time
Posted on:
Location: California, Illinois • 🇺🇸 United States
Visit company websiteSalary
💰 $128,000 - $170,000 per year
Job Level
Senior
Tech Stack
AWSAzureCloudGoogle Cloud PlatformNumpyPandasPythonPyTorchTensorflowTerraform
About the role
- Design, implement, train and maintain machine learning algorithms and ML system pipelines
- Work closely with our AI platform team and line of business engineering teams to integrate AI components and models into WEX systems
- Collaborate with the team to manage version control using GitHub and implement robust CI/CD pipelines for continuous integration and delivery
- Design and implement RESTful APIs to facilitate communication between various components
- Collaborate effectively with cross-functional teams, participate in code reviews, and communicate solutions to both technical and non-technical stakeholders
- Balance the need to move fast with the realities of working in highly regulated spaces like payments and healthcare
- Work on small, highly performing teams and enable product development teams to deploy AI functionality at scale
- Contribute to cloud-first automation of infrastructure, testing, and deployment
Requirements
- Minimum 7 years of application development experience
- Minimum 4 years of experience building, training and deploying machine learning models
- Strong ability to use key Python libraries such as Pandas, Numpy and deep learning libraries like PyTorch or Tensorflow
- Bachelor's Degree in Computer Science, Engineering, or related field
- Familiarity with cloud technologies, such as AWS, Azure, or GCP and how to provision those services through IAC frameworks such as Terraform
- Experience applying DevOps principles to software development processes
- Proficiency in version control systems, particularly GitHub
- Excellent problem-solving skills and a proactive approach to addressing challenges
- Experience in the financial industry is a plus
- Must reside within 30 miles of one of the following locations: Portland, ME; Boston, MA; Chicago, IL; San Francisco Bay Area, CA; or Seattle/WA
