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Python Software Engineer

Company: Yoh
Location: San Francisco
Posted on: January 26, 2023

Job Description:

Building from the success of the Sepsis initiative thus far, Danaher Diagnostics is creating a data analytics and science team to generate novel insights and real world evidence (RWE) from real world data (RWD) that contain lab results generated by DHR Dx OpCo instruments linked to patient medical records. In this role, you will be responsible for driving technical execution and and helping us create a best-in-class data & analytics organization. You will work with various stakeholders both inside and outside the organization to execute on our research initiatives. Responsibilities Collaborate with stakeholders to understand data requirements for ML, Data Science and Analytics projects. Assemble large, complex data sets from disparate sources, writing code, scripts, and queries, as appropriate to efficiently extract, QC, clean, harmonize and visualize Big Data sets. Develop software tools for data engineering tasks following industry standard practices such as agile, test-driven development, and CI/CD and deliver them to internal customers. Write pipelines for optimal extraction, transformation, and loading of data from a wide variety of data sources using Python, SQL, Spark, AWS, and Azure big data technologies. Identify, design, and implement continuous process improvements such as automating manual processes and optimizing data delivery. Document data processes, write data management recommended procedures, and create training materials relating to data management best practices. Required Qualifications Expertise in Python with strong knowledge of Python best practices, particularly as they apply to the area of data & analytics, and experience using standard data science toolkits Previous experience performing data engineering tasks on RWD/RWE projects involving Electronic Medical Records (EMR) data Experience with defining clinical protocols to collect RWD Advanced SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases. Familiarity with healthcare data standards, data ontologies, toolchains, and operating procedures An associate who is independent, self-motivated, and eager to excel in a goal-oriented and multi-faceted work environment. Someone who embraces uncertainty and thrives by driving to clarity in a fast-paced ambiguous environment Excellent written and verbal communication skills and the ability to clearly articulate project goals, timelines, and key milestones, and accomplishments to stakeholders. Desired Qualifications Experience with digital health, AI/ML algorithms, Clinical Decision Support (CDS) products Experience with developing software solutions on public cloud infrastructures, particularly Amazon AWS and Microsoft Azure Knowledge of security and privacy requirements and certifications, including HIPAA, GDPR, ISO9001, ISO27001 Experience with a variety of standard Python data visualization methods Knowledge of cluster computing and large-scale data analytics platforms such as Apache Spark Knowledge of shared data science development and analytics environments such as JupyterLab. Comments Fully Remote Position - Shift Hours: 8:00AM - 5:00PM, M-F Note: Any pay ranges displayed are estimations. Actual pay is determined by an applicant's experience, technical expertise, and other qualifications as listed in the job description. All qualified applicants are welcome to apply.Yoh, a Day & Zimmermann company, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.Visit to contact us if you are an individual with a disability and require accommodation in the application process.

Keywords: Yoh, San Francisco , Python Software Engineer, IT / Software / Systems , San Francisco, California

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