Job Openings Senior Machine Learning Platform Engineer at Varian (A Siemens Healthineers Company)

About the job Senior Machine Learning Platform Engineer at Varian (A Siemens Healthineers Company)

About Varian

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.

Must-have skills

  • 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

Nice-to-have skills

  • 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.

Why join

  • 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

  • Competitive salary

  • 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