Forward Deployed AI Engineer
Adobe
AngularAWSAzureDockerGraphQLJavaJavaScriptNext.jsNode.jsReactTerraform
Machine Learning Engineer
Faculty
full-time
Posted on:
Location: 🇬🇧 United Kingdom
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
AWSAzureCloudDockerGoogle Cloud PlatformKubernetesPythonPyTorchScikit-LearnTensorflow
About the role
- At Faculty, we transform organisational performance through safe, impactful and human-centric AI.
- You will design, build, and deploy production-grade software, infrastructure, and MLOps systems that leverage machine learning.
- The work you do will help our customers solve a broad range of high-impact problems in the Defence and National Security arena.
- Building software and infrastructure that leverages Machine Learning;
- Creating reusable, scalable tools to enable better delivery of ML systems
- Working with our customers to help understand their needs
- Working with data scientists and engineers to develop best practices and new technologies; and
- Implementing and developing Faculty’s view on what it means to operationalise ML software.
Requirements
- Understanding of, and experience with the full machine learning lifecycle
- Working with Data Scientists to deploy trained machine learning models into production environments
- Working with a range of models developed using common frameworks such as Scikit-learn, TensorFlow, or PyTorch
- Experience with software engineering best practices and developing applications in Python.
- Technical experience of cloud architecture, security, deployment, and open-source tools ideally with one of the 3 major cloud providers (AWS, GCP or Azure)
- Demonstrable experience with containers and specifically Docker and Kubernetes
- An understanding of the core concepts of probability and statistics and familiarity with common supervised and unsupervised learning techniques
- Demonstrable experience of managing/mentoring more junior members of the team
- Outstanding verbal and written communication.
- Excitement about working in a dynamic role with the autonomy and freedom you need to take ownership of problems and see them through to execution
