25 meilleures offres (qa analyst) (à pourvoir)

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Research Data Quality Analyst GEMINI Data Ops

Unity Health Toronto
Toronto, ON

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Détails du poste

Temporaire | Temps plein
Il y a 7 jours

Compétences

Microsoft Powerpoint
Microsoft Word
Microsoft Excel
Azure
Microsoft Outlook
Statistique
Informatique
R
UNIX
Git
Google Cloud Platform
Microsoft Office
Bases de données
SQL
AWS
Baccalauréat
Sens de l'organisation
Traitement de l'information
Linux
JSON
Visualisation de données
DynamoDB
Compétences en communication
HTML

Description complète du poste

Data Quality Analyst – GEMINI

GEMINI (www.geminimedicine.ca) is a unique big data platform in the Canadian healthcare landscape using advanced methods and analytics to extract and standardize data captured in hospital electronic health records. GEMINI currently exists at 40+ ON hospitals, where we have collected data on over 3 million hospital admissions across more than 30 hospitals. The GEMINI data platform supports the Ontario General Medicine Quality Improvement Network (GeMQIN), a provincial network led by Ontario Health to improve care for general medicine hospital patients. GEMINI is a collaborative data and analytics platform for all Ontario hospitals to accelerate research and quality improvement, leading to excellent hospital care.

We are looking to hire three Data Quality Analyst to join the GEMINI team and help develop a truly unique data platform in the Canadian healthcare landscape. The Data Quality Analysts will support and write reproducible code for GEMINI’s data pipeline including conducting quality checks, formatting, validating, and standardizing data from multiple sources, supporting administrative tasks, performing descriptive analyses, and optimizing and retrieving data from our internal databases.

We are looking for a candidate with excellent data processing skills, demonstrated experience working with large datasets and databases, programming skills, strong understanding of the Canadian healthcare environment, and an aptitude for data visualization. You will be joining a dynamic, fun and mission-driven team of clinicians, researchers, and quality improvement experts. Strong interpersonal and communication skills will be an important asset in this role.

This is a one-year contract position with the possibility of renewal.

Duties and Responsibilities:

Data Processing and Analysis (80%)

Conduct pre-processing checks on raw data collected from hospitals to align with GEMINI’s data reference model

Perform quality control checks following standard operating procedures to ensure data is complete and of high quality

Lead data processing workflow

Pre-process raw data which includes formatting and merging data from multiple sources, as well as understanding overall data quality

Standardize and harmonize data from data sets to prepare for loading into database

Write HTML/PDF/Microsoft Word reports summarizing the analysis

Create and modify R code as required

Efficiently identify and correct syntax and programming logic errors in R code

Responds to ad-hoc requests from GEMINI team

Design and maintain real-time ETL pipelines to extract, transform, and load streaming data from multiple sources

Process and transform healthcare data formats including HL7 messages and JSON files

Data Administration (20%)

Maintain and assist with writing/updating standard operating procedures and other documents to support data processing work

Engage with stakeholders to clarify data quality issues

Notify manager and data scientists of any issues and errors with code/analysis

Write documentation and contribute to project code repositories so that all work is reproducible

Attend code review meetings to discuss any problems/solutions to project code bases

Support GEMINI’s data operation needs

Explains capabilities and limitations of databases and information to researchers and other stakeholders

Qualifications:

Bachelor’s degree in Computer Science, Statistics/Biostatistics and/or related discipline

At least 2 years of experience with R

At least one year of experience with SQL

At least one year of experience working in a Linux/Unix environment

Excellent attention to detail and proven ability to learn new skills

Experience working independently and as part of a team

Excellent organizational skills to manage multiple tasks in a timely manner

Demonstrated the ability to adapt and manage changing priorities

Excellent written and oral communication skills

Experience working with and manipulating large datasets including merging and analyzing data from multiple sources

Proficient with MS Office software (Word, Excel, PowerPoint, Outlook, etc.)

Experience with healthcare data is an asset

Experience with git is an asset

Experience with cloud-based database platforms (AWS RDS/DynamoDB, Google Cloud SQL/Firestore, Azure SQL Database) is an asset

Unity Health Toronto is committed to creating an accessible and inclusive organization. We strive to provide a recruitment process that is barrier-free and in compliance with the Accessibility for Ontarians with Disabilities Act (AODA) and the Ontario Human Rights Code. We understand that you may require an accommodation at any stage of the recruitment process. When you are contacted, please inform the Talent Acquisition Specialist and we will work with you to meet your accommodation needs. We want to emphasize that all accommodation requests are handled with the utmost confidentiality, respecting your privacy and dignity.

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