Senior Data Engineer

🔍 School of Medicine, Stanford, California, United States

📁: Information Technology Services

📅   : Jul 24, 2020 Post Date

📅   : 86951 Requisition #

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DESIRED QUALIFICATIONS:

5+ years of experience in working with large datasets on cloud environment
3+ years of previous analytics projects on large Electronic Healthcare Records, medical claims or datasets of comparable size, sensitivity and complexity.
Proficiency in Google Cloud suites of tools such as BigQuery, Compute Engine, Dataprep, Healthcare API, AI Platform, etc.
Proficiency in Python packages for data science and statistics
Strong knowledge of relational databases and SQL
Strong skills in statistics, probability, and machine learning
Experience with Cloud Services and Cloud Automation solutions
Experience working with automated deployments and source code/configuration management tools (such as GitHub
Great communication skills, and experience telling stories with data
Familiarity with medical terms and the healthcare billing systems
Previous experience with Natural Language Processing is a plus
Advanced cloud skills
Data annotation and data science
ML skills

EDUCATION & EXPERIENCE (REQUIRED):

Bachelor's degree and eight years of relevant experience or a combination of education and relevant experience.

KNOWLEDGE, SKILLS AND ABILITIES (REQUIRED):

Demonstrated experience in the support requirements of large database applications/systems including performance analysis and tuning of high volume, transaction systems.
Knowledge of hierarchical database systems.
Extensive knowledge of systems platform.
Extensive knowledge and experience in the design and implementation of complex database architecture.
Extensive experience in programming environments.
Ability to develop a vision for future computing needs and to develop appropriate plans to meet these needs.
Ability to work well independently or as a team member.
Ability to maintain knowledge of new and current technology and trends.
Ability to collaborate with vendors and system service providers, provide administration for system solutions, and act as a liaison.
Extensive experience with database security protocol.

PHYSICAL REQUIREMENTS*:

Constantly perform desk-based computer tasks.
Frequently sit, grasp lightly/fine manipulation.
Occasionally stand/walk, use a telephone.
Rarely writing by hand, lift/carry/push/pull objects that weigh up to 10 pounds.

* - Consistent with its obligations under the law, the University will provide reasonable accommodation to any employee with a disability who requires accommodation to perform the essential functions of his or her job.

WORKING CONDITIONS:

Evening and weekend work required on occasion

WORK STANDARDS:

Interpersonal Skills: Demonstrates the ability to work well with Stanford colleagues and clients and with external organizations.
Promote Culture of Safety: Demonstrates commitment to personal responsibility and value for safety; communicates safety concerns; uses and promotes safe behaviors based on training and lessons learned.
Subject to and expected to comply with all applicable University policies and procedures, including but not limited to the personnel policies and other policies found in the University's Administrative Guide, http://adminguide.stanford.edu.

Additional Information