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Data Analytics Engineer

Company: Leadstack Inc
Location: San Francisco
Posted on: August 7, 2022

Job Description:

Data Analytics Engineer

Location: Remote

Duration:6 month


Building from the success of the Sepsis initiative thus far, 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.


" 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

Additional Job Details:

Fully Remote Position ----- Shift Hours: 8:00AM - 5:00PM, M-F ----- TOP QUALIFICATIONS:

Keywords: Leadstack Inc, San Francisco , Data Analytics Engineer, Engineering , San Francisco, California

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