About the job Data 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
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.
Data modelling to support machine learning model training and offline, batch inference workflows.
Build data pipelines to feed machine learning models for real-time and large-scale offline use cases.
Work closely with machine learning and data scientists to scale model training and explore new data sources and model features.
Learn new datasets and integrate them to existing pipelines for various ML model development.
Maintain and support data management and data pre-processing platforms.
Experience with data modelling, data warehousing, and building ETL pipelines.
Programming experience working with Python.
Experience developing data transformation or data normalization code or pipeline .
Can implement processes and systems to monitor data quality, ensuring production data is accurate and available for key stakeholders and business processes that depend on it.
At least 1 year of experience supporting machine learning and AI teams to manipulate, process, and extract value from large datasets.
Experience with Jupyter notebook.
Experience using Pandas and SQL.
Familiarity with GCP environment or other cloud-based environments.
Experience working with medical imaging and EMR data.
Familiarity with open-source data management technology (e.g. Spark and Beam) .
Knowledge of healthcare data and standards including DICOM, FHIR and HL7 .
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: CAD$125k + 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: Canada (Remotely)
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