Itero Group is looking to mature its technology to support increasing demand and remain agile to combat evolving scam tactics by designing, building, and owning the end-to-end machine learning infrastructure that ensures its systems are robust, scalable, and secure
Requirements
- Proven background in Machine Learning Engineering (or Data Science with a heavy software engineering focus)
- Deep expertise within the AWS ML ecosystem, specifically in migrating workflows from SageMaker Studio Notebooks to automated Pipelines
- Strong Python engineering skills, with the ability to write clean, modular, and tested code
- Experience implementing CI/CD for machine learning, including automated rollback strategies and model drift detection
- Hands-on experience defining infrastructure using AWS CDK or Terraform
- Familiarity with Named Entity Recognition (NER) for PII redaction and working with modern text classification architectures (BERT, RoBERTa)
- Experience training, fine-tuning, or deploying models for non-English languages
Responsibilities
- Lead the migration of modeling workflows from notebooks and scripts to fully automated, production-grade ML pipelines
- Collaborate with Data Engineers to design and enhance privacy-preserving data pipelines
- Champion the use of AWS CDK (or Terraform) to define ML infrastructure, ensuring training and inference environments are reproducible and resilient
- Collaborate with the CDO to expand technical capabilities, including building the foundation for multi-lingual fraud detection and hybrid rule-based/ML systems
- Implement best practices for MLOps, including automated rollback strategies, drift detection, and continuous performance monitoring
Other
- Bachelor's or advanced degree in Computer Engineering, Computer Science, Electrical Engineering, or a closely related technical field
- 3-5 years of experience in Machine Learning Engineering or Data Science
- Must be able to work in a team environment and collaborate with others
- Must be able to communicate effectively and have strong interpersonal skills
- Must be able to lead with integrity, create and innovate, inspire excellence, be a respected member of the team, drive results, and have fun
