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Data Engineer II-MSH-Psychiatry
2 months ago
We are seeking a highly skilled Data Engineer II to join our team at the Icahn School of Medicine at Mount Sinai. The successful candidate will be responsible for designing and implementing complex data systems, working closely with researchers to develop innovative solutions, and ensuring the integrity and security of data throughout the data architecture.
Key Responsibilities- Design and deploy software and workflows on local high-performance computing platforms and cloud computing infrastructure to capture, manage, archive, and monitor multi-site, multi-modal study data.
- Develop and maintain pipelines for processing audiovisual, smartphone, and Electronic Medical Record data using tools such as DPlocate, DPinterview, and DPSleep.
- Support data engineering efforts, including database and API design, data extraction/transformation/load, and data aggregation/integration.
- Maintain and enhance feature engineering pipelines, designing new processing pipelines with an emphasis on version tracking, data provenance, and high-performance computing.
- Ensure the integrity and security of data in all forms of storage throughout the data architecture.
- Collaborate with other IT professionals to ensure seamless integration with existing systems and compliance with Institutional Review Board and HIPAA policies.
- Bachelor's degree in Computer Science or a related field; advanced degree preferred.
- 3+ years of relevant professional development experience.
- Strong knowledge of database management systems (SQL and NoSQL databases).
- Experience with Amazon Web Service deployments (e.g., RDS, docDB, ECS, EC2, VPC, S3).
- Proficiency with multiple programming languages, including Python software engineering skills.
- Linux system administration skills, including experience with NVIDIA/TensorFlow/Keras stack.
- Machine learning/data science skills.
- Experience with big data and proficiency in installation and configuration of big data software and technology.
- Familiarity with and ability to leverage a wide variety of open-source technologies and tools.
- Strong problem-solving and analytical skills.
- Excellent communication and collaboration abilities.
- Adaptability and willingness to learn new technologies and techniques.
- Experience with version control (Git).
The Mount Sinai Health System is committed to diversity, equity, and inclusion. We offer a competitive salary range of $135,285 annually, as well as opportunities for professional growth and development. If you are a motivated and talented individual who is passionate about data engineering and mental health research, we encourage you to apply for this exciting opportunity.
