Data Engineer

Child Mind Institute$110K — $130K *
Healthcare
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree in Neuroscience, Psychology, Engineering, Computer Science, or equivalent experience.
  • 5+ years in data analysis and data science fundamentals, ideally in clinical or research settings.
  • 5+ years experience in at least one scientific programming language such as Python or R.
  • 5+ years working in a Linux environment with version control systems like GitHub.
  • 5+ years of experience with ETL processes and database management languages (SQL, NoSQL).

Responsibilities

  • Create and maintain scalable data pipelines for multimodal data storage and retrieval.
  • Design pipelines for data transformation, preprocessing, and management.
  • Ensure data quality, security, and compliance with privacy regulations.
  • Perform quality assurance of data pipelines to maintain data integrity.
  • Develop interactive visualizations and dashboards for data insights and performance metrics.
  • Document processes and findings for scientific and public dissemination.

Benefits

  • Medical insurance
  • 401(k) plan
  • Paid parental leave
  • Dependent care support
  • Discounted tickets and entertainment perks programs.
Full Job Description
Position Details:

As part of the Center for Data Analytics, Innovation, and Rigor team, you will report to Rubric Engineering and Measurement Specialist. You will develop infrastructure to support large-scale AI evaluation frameworks. You will design scalable data pipelines for generating and processing synthetic data, implement secure data storage solutions, and create infrastructure for real-time model evaluation and monitoring. You will use common frameworks, platforms, and languages, such as Python, SQL, GitHub, containerization tools (e.g., Docker, Kubernetes), and cloud computing infrastructures (e.g., AWS, Azure) to build robust and scalable data infrastructure that support our AI research initiatives.

This is an exempt, full-time, hybrid position located in our NYC headquarters office or other relevant location. This position requires a minimum of four (4) days per week in the office, on a schedule determined by your supervisor. The in-office requirement and schedule are subject to change based on the needs of the program and the organization.

You Will:
  • Create and maintain scalable data pipelines for efficient storage and retrieval of multimodal data, with particular emphasis on clinical, natural language, and multi-turn response data.
  • Create pipelines for data transformation, preprocessing, and management. • Ensure data quality, security, and compliance with privacy regulations for handling sensitive data.
  • Perform quality assurance of pipelines/processes to maintain integrity throughout the data lifecycle.
  • Create interactive visualizations and dashboards to communicate data insights and pipeline performance metrics.
  • Write documentation and relevant text for scientific, clinical, or public dissemination of knowledge.
  • Perform additional job-related duties as assigned.


You Have:
  • Master's degree in Neuroscience, Psychology, Engineering, Computer Science or equivalent combination of education and experience is required.
  • 5+ years of experience in data analysis and data science fundamentals (e.g., algorithms, data structures, data visualization, machine learning), preferably in a clinical or research setting.
  • 5+ years of experience in at least one scientific programming language (e.g., Python/R, Matlab) and related toolboxes or frameworks (e.g., Tidyverse, Scipy, Sklearn, Polars, Pytorch) is required.
  • 5+ years of experience working in a Linux environment, using version control systems (e.g., GitHub), and software virtualization platforms (e.g., Docker).
  • 5+ years of practical experience in Extract, Transform, Load (ETL) processes and database management languages (SQL,NoSQL), and familiarity with associated cloud computing services and frameworks (AWS, Azure, Terraform).

#LI-hybrid

Our Benefits

Our great compensation package and benefits include medical insurance, 401(k), paid parental leave, dependent care, discounted tickets and entertainment perks programs. For more information about our benefits, please visit our employee benefits website.

Pay Range

The salary range for the position is posted. Factors such as candidate's work experience, education/training, job-related skills, internal peer equity, as well as market and business considerations affect the salary offered within this range. In addition, this salary may be subject to a geographic adjustment (according to a specific city and state and depending on the role), if an authorization is granted to work outside of the location listed in this posting.

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