Full-Time

Head of Data Engineering

Clinical

Confirmed live in the last 24 hours

Deep 6 AI

Deep 6 AI

51-200 employees

AI-driven patient recruitment for clinical trials

Enterprise Software
AI & Machine Learning
Healthcare

Compensation Overview

$250k - $310kAnnually

Senior, Expert

Remote in USA

Category
Data Engineering
Data & Analytics
Required Skills
Postgres
AWS
Elasticsearch
Natural Language Processing (NLP)
Requirements
  • Strong player-coach mentality, with an ability to balance the hands-on needs of leading two groups: data platform (data engineering) and search/enrichment (ML engineering).
  • Proven record of accomplishment, leading successful large-scale clinical data initiatives within a product-focused environment.
  • Strong background in applied data engineering and data pipelines, with hands-on experience developing and deploying production-ready models.
  • Understanding of Software Development Life Cycle and data product development
  • Experience working with healthcare data, especially HL7 and FHIR.
  • Deep understanding of streaming data ingestion and ETL processes
  • Conceptual understanding of ML techniques, particularly NLP (e.g., NER, BERT).
  • Conceptual understanding of AI techniques like large language models (LLMs), self-learning models (SLMs), and other state-of-the-art approaches.
  • Experience with database technologies, especially Elasticsearch, PostgreSQL, Amazon Aurora, and DynamoDB.
  • Demonstrated passion for staying up to date with the latest data engineering and pipeline trends, along with a record of accomplishment of driving innovation.
  • Cloud Services: Experience with cloud-based data processing and storage services (AWS).
  • Infrastructure as Code: Proficiency with infrastructure as code tools (CDK).
Responsibilities
  • Lead the continued development and enhancement of our clinical data ingestion and comprehension pipeline.
  • Drive the utilization of core principles in development, including observability, scalability, and end-to-end control.
  • Support the utilization of advanced AI/ML research through the exposure of raw, canonicalized, and comprehended data in analytics platforms.
  • Establish and maintain key performance metrics to track the effectiveness of data engineering initiatives.
  • Foster collaboration with internal and external stakeholders to gather feedback and drive continuous improvement.
  • Enhance Deep 6 AI's reputation as a leader in AI-driven clinical trials acceleration through thought leadership and industry recognition.

Deep 6 AI uses artificial intelligence to quickly find patients for clinical trials by analyzing medical records in minutes. This service helps pharmaceutical companies and research organizations recruit patients faster, which speeds up the completion of trials and increases revenue. Unlike traditional methods that are slow and labor-intensive, Deep 6 AI's platform operates on a subscription basis, making it accessible and efficient. The goal is to reduce drug development costs and provide patients with quicker access to new treatments.

Company Stage

Series A

Total Funding

$17M

Headquarters

Pasadena, California

Founded

2015

Growth & Insights
Headcount

6 month growth

14%

1 year growth

-4%

2 year growth

-1%
Simplify Jobs

Simplify's Take

What believers are saying

  • Partnerships with institutions like Texas Tech University Health Sciences Center expand Deep 6 AI's ecosystem, increasing its reach and impact.
  • The SaaS model ensures a steady revenue stream and allows for continuous platform improvements and customer support.
  • By accelerating patient recruitment, Deep 6 AI helps bring life-saving treatments to market faster, benefiting both clients and patients.

What critics are saying

  • The reliance on AI and data integration poses risks related to data privacy and security, which could impact client trust.
  • The competitive landscape in AI-driven healthcare solutions is growing, requiring continuous innovation to maintain a competitive edge.

What makes Deep 6 AI unique

  • Deep 6 AI leverages AI to drastically reduce patient recruitment time for clinical trials, a unique value proposition in the healthcare sector.
  • Their SaaS model allows for scalable and flexible solutions tailored to the needs of pharmaceutical companies, research organizations, and healthcare providers.
  • The ability to analyze both structured and unstructured medical data in real-time sets Deep 6 AI apart from traditional recruitment methods.

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