Data Engineer II-MSH-Psychiatry: Mastering Data Engineering for Breakthroughs in Mental Health
6 days ago
We are seeking a highly skilled Data Engineer II to join our team at Mount Sinai Hospital. As a key member of our data engineering team, you will play a critical role in designing and implementing complex data systems to support groundbreaking research in mental health.
Job DescriptionThe successful candidate will be responsible for deploying and maintaining software and workflows on local high-performance computing platforms and cloud computing infrastructure. This will involve capturing, managing, archiving, and monitoring multi-site, multi-modal study data. You will also work with researchers to provide technical expertise and develop successful solutions.
Key Responsibilities- Deploy and maintain software and workflows on local high-performance computing platforms and cloud computing infrastructure (e.g., Amazon Web Services) to capture, manage, archive, and monitor multi-site, multi-modal study data.
- Develop and implement data pipelines for processing of audiovisual (AV), smartphone (via MindLAMP application), and Electronic Medical Record (EMR) data.
- Design and maintain feature engineering pipelines, emphasizing version tracking, data provenance, and high-performance computing.
- Maintain the integrity and security of data in all forms of storage throughout the Data Architecture.
- Bachelor's degree in Computer Science or a related discipline; Advanced degree preferred.
- 3+ years 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 (service updates, key management, security configuration, id management), including experience with NVIDIA/TensorFlow/Keras stack.
- Machine learning/data science skills.
- Experience with big data.
- Proficiency on installation and configuration of big data software and technology.
- Familiarity with and the 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 a willingness to learn new technologies and techniques.
- Experience with version control (Git).
We offer a competitive salary range of $120,000 - $160,000 per year, depending on experience, as well as a comprehensive benefits package, including medical, dental, and vision insurance, 401(k) matching, and paid time off.
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New York, New York, United States Mount Sinai Medical Center Full timeMount Sinai Health System is seeking a skilled Data Engineer II-MSH-Psychiatry Specialist to join our team. As a key member of our data engineering group, you will design, develop, and maintain complex scientific software solutions for research studies.About the JobWe are committed to advancing health care through innovation and collaboration with...
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New York, New York, United States Mount Sinai Hospital Full timeAbout the Opportunity: We are seeking a highly skilled and motivated Data Engineer II to join our team at Mount Sinai Hospital. This is an exciting opportunity to contribute to groundbreaking research in mental health, leveraging cutting-edge technologies and approaches.The successful candidate will be responsible for designing and deploying complex...
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