Head of Data Engineering Lead
7 days ago
Head of Data Engineering
About the Role:
At Deep 6 AI, we are seeking a seasoned data engineering leader to spearhead the continued development and application of our data engineering platform.
Key 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.
About You:
We are looking for a 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.
Preferred Qualifications:
- Cloud Services: Experience with cloud-based data processing and storage services (AWS).
- Infrastructure as Code: Proficiency with infrastructure as code tools (CDK).
Technologies We Use:
- AWS Cloud Services (e.g., EC2, ECS, RDS, Aurora, DynamoDB, Lambda)
- Java (Kotlin), Python, TypeScript
- Kubernetes, Docker
- FHIR Servers (e.g., HAPI, Health Samurai AidBox)
- Elasticsearch and Elastic Cloud
- CI/CD: GitHub Actions
- Monitoring: OpenTelemetry, AWS X-Ray, AWS Cloudwatch, Datadog, Pendo
Benefits:
- Competitive salary and a unique opportunity to thrive at a growing company
- Generous PTO plan
- Employer-paid medical, dental, vision, life insurance and long-term disability coverage
- 401k plan
Company Culture:
Deep 6 AI is a collaborative and inclusive group of intelligent, curious, and motivated peers who value and respect diverse backgrounds and experiences.
We appreciate the value of different perspectives and ideas, and we strive to create an environment where you can do your best work in the environment and location that is best suited for each individual.
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