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16

February

Corinregistry Data Engineer

Corin Group - Sydney, NSW

IT
Source: uWorkin

Source: uWorkin

JOB DESCRIPTION

Corin is looking for an experienced, motivated and innovative Data Engineer to join the Technology division of our growing team. This is a full-time, ongoing position and will report into our US based Global Innovation team but will ideally be based out of our Sydney office located in Pymble, close to public transport. This position will assist the Global Innovation team to expand and improve current databases, process clinical data and develop machine learning and artificial intelligence techniques to solve complex multi-variable and multi-variate problems.

At Corin we recognize that we are living and working in a constantly changing, fast-paced world and we are committed to creating a flexible work environment for our people by supporting them to balance their work commitments and personal needs, both now and into the future. This includes options to flexibly shift your work times and work from home.

We are a small, but rapidly growing company, so we are looking for individuals who want to grow, develop, learn and contribute to our team. You will pride yourself on your ability to work collaboratively and independently in a cross-functional team environment. A positive attitude to change and a passion for innovation is essential.

As a Data Engineer you will work with our team of dedicated scientists and engineers to help develop the CorinRegistry, a worldwide digital health data registry that aims to model pre, intra, and post-operative factors and develop machine learning (ML) algorithms to improve patient care. You will focus on improving internal processes, robotic and computer-aided surgical technologies, and ultimately patient outcomes. You will

  • Audit, clean and transform datasets to meet clinical and quality requirements
  • Create scripts to automate processes and to process data and/or imaging corresponding to business goals
  • Read / segment / label medical images (CT, x-ray) as required
  • Explore ML algorithms on pilot datasets and transform and assemble training datasets
  • Build and analyze datasets from the CorinRegistry using query languages
  • Data process verification & validation, protocol development, testing and reporting
  • Apply 3D rigid body transformations to spatial data
  • Work with diverse datasets including DICOM, 3D joint morphologies (STL models) and kinematics (homogeneous transforms), and clinical outcome data (clinical and patient reported outcome measures)
  • Participate in the design of clinical studies and statistical analysis of data
  • Create data visualizations for reports and presentations


Requirements

On Your First Day, We'll Expect You to Have
  • Bachelor's or master’s degree in Engineering, Data or Computer Science or similar
  • Minimum of 2 years’ experience in a similar or relative role
  • prior experience automating processes using custom scripts and working with object-oriented/object function scripting languages
  • Experience with image processing and manipulation software
  • Experience with programming environments for data manipulation and graphing, such as R, Python, SPSS, Matlab, or similar
  • Exposure to Machine Learning principles and related math theory
  • Modelling and statistical analysis, multivariate statistics, regression analysis, analysis of variance
  • Experience with Azure web environments, Databricks, Data Lakes
  • Experience with computer vision and auto-segmentation algorithms such as image classification, object detection
  • Good working SQL knowledge and experience with query authoring and working with relational and nonrelational (NoSQL) databases
  • Ability to work in a regulated environment in compliance to ISO 13485 and 21 CFR 820


It’s Awesome, But Not Required If You Have
  • Experience with Azure web environments, Databricks, Data Lakes
  • Experience with computer vision and auto-segmentation algorithms such as image classification, object detection
  • Good working SQL knowledge and experience with query authoring and working with relational and nonrelational (NoSQL) databases
  • Ability to work in a regulated environment in compliance to ISO 13485 and 21 CFR 820


Benefits

In return we will offer you a competitive remuneration and benefits package, opportunities for growth and development, within a dynamic and supportive team environment. At Corin we believe that to be successful at work, you need to enjoy what you do. You have to be rewarded for your efforts and motivated to keep going even when the pressure's on. We will help you to play to your strengths and develop and build a career you can be proud of.