Machine Learning Engineer
IPS Technology Services, LLC -
Job title: Machine Learning Engineer
On-site/Remote: Remote
10 months CTH
Requirements:
Minimum education: Bachelor
Years of work experience: 10 year(s)
Responsibilities:
This is a potential CONTRACT TO HIRE so we can only accept USC's and for this role.
Responsibilities
Deploy, operationalize, tune, and monitor models handed off by data scientists Build code and instrumentation to execute multiple concurrent experiments Support team in infrastructure for ML / AI integration and operating deployed models Design and architect solutions and integration points for execution by teams of aligned engineers (e.g. infrastructure, UIUX, security, mobile) Practical / applied ML pipeline experience DAG construction experience in a tool like Airflow, Argo, Prefect, or similar workflow orchestration tools Applied experience with Docker and exposure to reproducible environments in general i.e. Ansible or Jenkins Continuous integration experience Hands-on experience in DevOps
Applied experience in cloud development
Applied experience with large data migrations
Applied experience with Docker
Advanced python & SQL skills
Applied experience with Airflow or Cloud Composer
Applied experience w Git, GitHub, or GitLab
Exposure & understanding of Terraform
Working knowledge of cloud security & networking
Bachelor's Degree in Mathematics, Computer Science, or Engineering
Master's Degree preferred