About the job Machine Learning Scientist 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
You will join a new, innovative team within Varian - the Technology and Innovation Office. You will be working on multiple projects in our Advanced AI team and in the field of Radiotherapy.
Develop deep learning and machine learning models and algorithms in Python and Pytorch for various medical imaging projects.
Implement pipeline for model development including data pre-processing
Develop AB experiments and perform statistical analysis required
Work cross-functionally with other teams to meet requirements for the products
Contribute to publications, and present results at internal and external scientific conferences
Brainstorm and lead AI discussions across multiple projects
Knowledge-sharing and presentation of state-of-the-art technology and recent publications in AI
Must-have skills
At least 2-3 years of work experience in industry setting where you have worked cross-functionally with other teams to develop AI products
Experience working with Python, libraries such as Pandas, NumPy, Scikit-Learn
Experience with deep learning platforms such as PyTorch or Tensorflow
Hands-on experience with Jupyter notebook
Experience developing deep learning and machine learning algorithms and models
Ability to formulate a research problem, design, experiment and implement solutions
Nice-to-have skills
Familiarity with GCP environment or other cloud-based environments
Experience working with medical imaging and EMR data
Experience working with transformers, multi-task learning, Meta learning, causal inference, and other state-of-the-art machine learning models and algorithms
Experience with AB experiment design and statistical analysis
Huge bonus would be to have publications related to deep learning, machine learning, and/or computer vision
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