Full-Time

Staff Data Platform Engineer

GenAI

Posted on 10/23/2024

Qventus

Qventus

51-200 employees

Automates healthcare operations using AI technology

AI & Machine Learning
Healthcare

Compensation Overview

$170k - $220kAnnually

Senior, Expert

Mountain View, CA, USA

Category
DevOps & Infrastructure
Platform Engineering
Required Skills
Apache Spark
Apache Kafka
AWS
Databricks
Snowflake
Requirements
  • Excellent cross-functional communication - the ability to break down complex technical components & drive technical decision-making across cross-functional teams
  • Mastery in quality data modeling & data pipeline design, development, and optimization on both batch & streaming systems to create reliable, modular, secure data foundations
  • Practical hands-on experience with various data platforms & technologies (Databricks, Snowflake, DBT, Spark, AWS ecosystem) and utilizing experience to drive technology changes to maximize performance while balancing system complexity.
  • Proficiency in microservices & event-driven architecture (AWS Lambda, Fargate, Kafka).
  • Strong software development foundations - dedication to high code quality, stable architecture, and an eye toward maintainability
  • Familiarity with MLOps, LLMOps, and the lifecycle of AI/ML model development; Hands-on experience working with Data Scientists to operationalize AI/ML services
  • Master’s degree in Computer Science, Engineering, or related field, or equivalent training/experience
Responsibilities
  • Develop and execute a cohesive data architecture within the AI operational assistant platform, ensuring alignment with the broader data platform and Chief AI Architect’s vision and fostering shared infrastructure and best practices across the organization.
  • Align with stakeholders across data, AI, product, and leadership teams on technical designs, upcoming priorities, and dependencies to ensure timely & stable delivery of key initiatives.
  • Translate product vision into highly functional data pipelines supporting high quality & highly trusted data products (incl. designing data structures, building and scheduling data transformation pipelines, improving transparency etc.).
  • Proven ability to independently handle ambiguous requirements and lead data initiatives from start to finish while collaborating extensively with cross-functional, non-technical teams to inform and shape technical development.

Qventus provides a healthcare technology platform that uses artificial intelligence and machine learning to automate care operations in healthcare facilities. The platform integrates data from Electronic Health Records and market data to enhance operational efficiency. It works by increasing visibility and optimizing resource utilization, which leads to shorter patient stays and improved quality of care. Additionally, it helps reduce staff burnout by minimizing cognitive load, allowing healthcare workers to spend more time with patients. Qventus differentiates itself from competitors through its proven track record of successful deployments and significant financial benefits for clients, such as one facility reporting over $10 million in annual savings. The goal of Qventus is to transform healthcare operations, making them more efficient and effective for health systems, patients, and employees.

Company Stage

Late Stage VC

Total Funding

$108M

Headquarters

Mountain View, California

Founded

2012

Growth & Insights
Headcount

6 month growth

17%

1 year growth

27%

2 year growth

42%
Simplify Jobs

Simplify's Take

What believers are saying

  • Qventus' partnership with Ardent Health highlights growing AI adoption in healthcare operations.
  • The launch of AI Operational Assistants reduces clinician burnout and improves efficiency.
  • Qventus' Inpatient Solution expansion optimizes discharge planning, reducing patient stays.

What critics are saying

  • Competition from AI-based platforms like Olive and LeanTaaS threatens Qventus' market share.
  • Reliance on EHR integration poses risks if major providers change their systems.
  • Economic downturns could reduce healthcare spending, affecting Qventus' revenue growth.

What makes Qventus unique

  • Qventus uses AI to optimize hospital operations in real-time, enhancing efficiency.
  • The platform integrates with EHR systems, providing seamless data flow and operational insights.
  • Qventus' solutions reduce staff burnout by automating administrative tasks, improving patient care.

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Benefits

Medical, dental & vision plans

Stock options

Annual learning & development stipend

Generous vacation

Employee referral & bonus programs

401(K) plan

Fitness reimbursement

FSA & HSA

Parental leave program

Catered meals & snacks

Quarterly hackathons & team events

INACTIVE