About the job Senior Machine Learning Platform Engineer at Varian (A Siemens Healthineers Company)
Varian, a Siemens Healthineers Company, brings together the world's best talent to realize the vision of a world without fear of cancer. Varian is the world leader in oncology solutions.
What you’ll be working on
Design and implementation of AI/ML platforms and integrated workspaces built for data engineers, data scientists and machine learning engineers
Provide deterministic AI/ML development and experimentation environments with access to an elastic, distributed model training and inference infrastructure.
Has experience in building and managing distributed compute infrastructure for AI/ML training at scale, and developing ML pipelines with validation
Python and shell scripting
Experience in PyTorch or Tensorflow
Experience with using IaC tools such as Terraform and configuration automation tools such as Ansible
Has experience using Docker and container orchestration technologies such as Kubernetes
Experience developing systems on modern Linux environments.
Experience in deployment and management of cloud native infrastructure and services with an emphasis on performance and cost optimization. Google Cloud experience preferred.
4-8 years of total experience in a combination of software development, DevOps and ML Ops fields
At least one year of experience supporting machine learning and AI teams
Experience in configuration and troubleshooting of AI and machine learning tooling such as Jupyter notebooks, GCP AI Platform, GCP Vertex AI and Ray
Experience with deployment and performance optimization of network file share and distributed file storage systems
Experience with homomorphic encryption and federated learning
Working knowledge of major cryptographic protocols and authentication schemes such as TLS, x509, 802.1x, U2F, SAML.
Experience supporting production lines, medical systems, and/or laboratory settings.
A rare opportunity to work in a creative, startup team environment within a large corporate such as Siemens where you have a vast customer base to make an impact, world-class colleagues and significant financial backing
Impact. Use your skills to help treat cancer and improve people’s lives around the world
Learning. Automatic enrolment of the Turing Talent Leadership Programme, designed for technical individuals to accelerate your career and personal development
Comprehensive benefits package including medical, dental and vision plans, free cancer care support, life & disability insurance, health and dependent care spending accounts, as well as multiple wellbeing benefits
Indicative salary range: $180-190K + up to 10% annual bonus. Salary is adjusted for your location and experience level.
Contract type: permanent employment
Number of positions available: 1
Start Date: ASAP
Work location: Bay Area or US remote working
About Turing Talent Leadership Program
Founded by people from Google, Meta, Microsoft and McKinsey, Turing Talent is revolutionizing what a tech career looks like. Don’t settle just for any job! Find a platform to GROW! We pair jobs with a holistic leadership program specifically for tech professionals to accelerate your career and personal development. https://www.turingtalent.org/leadershipprogram