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Data Innovations

Vendor-neutral middleware for lab instruments integration

AI Engineer 4

AI Application EngineeringUpdated on Nov 15
Full-timeRemote in USA

About the Job

Requirements

  • At least 7 years of hands-on software engineering experience, including software engineering practices across the full software development life cycle: coding standards, code reviews, source control management, build processes, testing, and operations.
  • Expert-level knowledge of AI integrated development environments.
  • Ability to design and work with an AI-first mindset, including prompt engineering, context management, and agentic coding pipelines.
  • Familiarity with retrieval-augmented generation techniques and strategies.
  • Understanding of integrating AI tools throughout the software development life cycle, including code generation, automated testing, documentation, code review, and release processes.
  • Ability to evaluate emerging AI development tools and present data-backed solutions to engineering leadership.
  • Knowledge of computing and technical environments, including operating systems, communication protocols, software applications, and hardware platforms.
  • Availability for scheduled after-hours support rotations for escalations involving Instrument Manager and/or other DI products in critical customer situations.
  • Ability to comply with and pass initial and subsequent background checks and drug screenings, and meet vaccine requirements as required by customer contracts.
  • Ability to follow DI policies, procedures, and system usage practices.
  • Unrestricted work authorization in the United States.
  • A bachelor's degree in computer science or a related field and at least 7 years of relevant work experience, or at least 10 years of experience working as a software developer or in a similar position.

Responsibilities

  • Review, modify, develop, write, and implement usually complex software applications using an AI-augmented approach.
  • Guide teams in building and refining middleware and platform solutions.
  • Provide technical direction for the company and develop novel solutions to engineering problems using AI.
  • Promote an AI-first engineering culture across the team, introducing AI-assigned code delivery, monitoring, and proactive bug finding.
  • Identify opportunities to embed AI automation in the software life cycle.
  • Serve as the organization’s authority on emerging AI development practices and promote AI adoption across engineering teams.
  • Build relationships with team stakeholders to understand business context and requirements for solutions being delivered by project teams.

Desired Qualifications

  • At least 3 years of experience as a technical lead guiding teams through technical decisions.
  • Experience fine-tuning models.
  • Experience building or governing AI agent pipelines or agent factories.
  • Experience with cloud-native architecture and multi-tenant systems.
  • Familiarity with AI governance and responsible AI practices.
  • Knowledge of integrating laboratory information systems, analytical instrumentation, and automation systems.

About the Company

Data Innovations

Vendor-neutral middleware for lab instruments integration

Data Innovations provides lab management software that helps clinical laboratories run more smoothly by using a vendor-neutral middleware platform. This middleware connects different lab instruments and information systems (like LIMS and HIS) so data can flow in real time across the lab. The product standardizes processes across various lab disciplines, enabling operators to monitor and control workflows from a single interface. Unlike competitors that may lock you into specific vendors, Data Innovations emphasizes integration across many brands and systems. The company earns revenue by selling software licenses and providing ongoing support services. Its goal is to help labs make data-driven decisions to improve efficiency and patient outcomes.

Company size
201-500
Company stage
Not listed
Total funding
Not listed
Headquarters
South Burlington, VT
Founded
1989

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