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Interplay

VC-backed startup formation, incubation, funding

Data + Software Lead

Full-Stack EngineeringConfirmed live in the last 24 hours
Full-timeAtlanta, GA, USANo salary listedIn-person

About the Job

Requirements

  • 10+ years of experience building production software or data systems, preferably in industrial, aerospace, defense, manufacturing, logistics, maintenance, repair and overhaul, supply chain, or regulated environments.
  • Ability to independently build full-stack systems, including database design, backend services, application programming interfaces, user interfaces, authentication, infrastructure, testing, and deployment.
  • Strong understanding of data architecture, physical-asset traceability, configuration management, evidence records, audit trails, event logs, and release-state workflows.
  • Experience with manufacturing, sustainment, or quality systems such as quality management systems, manufacturing execution systems, product lifecycle management, enterprise resource planning, laboratory information management systems, supervisory control and data acquisition, historians, maintenance systems, or digital work instruction platforms.
  • Ability to design data models for part families, serialized components, material lots, process windows, machines, work orders, inspection events, nonconformances, release decisions, and readiness metrics.
  • Strong security and compliance mindset, including role-based access, attribute-based access, encryption, audit logging, identity management, controlled data environments, and secure partner access.
  • Familiarity with defense or aerospace compliance expectations such as controlled unclassified information, Cybersecurity Maturity Model Certification/National Institute of Standards and Technology 800-171, International Traffic in Arms Regulations/Export Administration Regulations, AS9100, Nadcap, Defense Federal Acquisition Regulation Supplement, or equivalent regulated environments.
  • Comfort working directly with operators, inspectors, engineers, quality teams, depot stakeholders, government customers, and commercial partners.
  • Ability to work in early-stage, fast-moving environments where the first version must be built directly rather than delegated.
  • Strong written communication skills and ability to create clear technical documentation for internal teams, customers, auditors, and government stakeholders.

Responsibilities

  • Build and own the secure digital stack for digital bills of material, digital passports, process bills of material, qualification evidence, repair records, inspection data, and release workflows.
  • Translate the company's operating model into software, including a named part family, defined damage mode, repair or protection process, acceptance matrix, digital qualification package, and measured return-to-service delta.
  • Develop the first production-grade system directly, including database architecture, backend application programming interfaces, operator interfaces, authentication, permissions, evidence storage, audit logs, deployment, and documentation.
  • Build the controlled unclassified information-ready data layer needed to make process bill-of-material and qualification data structured, searchable, traceable, and audit-ready for defense customers.
  • Create digital workflows for intake, triage, repair or protection, selective reproduction, inspection, qualification, release, quarantine, revocation, and requalification.
  • Build the evidence backend for nondestructive testing records, inspection results, photos, machine logs, material lots, calibration records, certificates, work instructions, acceptance criteria, and return-to-service documentation.
  • Support the prototype cell by capturing data required to prove repair quality, process repeatability, qualification readiness, and readiness improvement.
  • Integrate the digital layer with internal and partner systems, including quality management systems, manufacturing execution systems, product lifecycle management systems, nondestructive testing laboratories, coatings facilities, heat-treat providers, maintenance, repair and overhaul partners, depot workflows, and customer data environments.
  • Create dashboards for lead-time reduction, repair-versus-replace economics, yield, rework, acceptance status, qualified part-family growth, readiness impact, and recurring work packages.
  • Establish data controls aligned with controlled unclassified information, International Traffic in Arms Regulations/Export Administration Regulations, AS9100/Nadcap-adjacent quality environments, customer proprietary information, and future Government Cloud or classified-enclave requirements.
  • Partner with manufacturing, process engineering, quality, business development, and government stakeholders to ensure the digital system matches how parts are repaired, inspected, approved, and returned to service.
  • Build the foundation for artificial-intelligence-ready sustainment datasets by ensuring records are attributable, classifiable, versioned, permissioned, and tied to real process evidence.

Desired Qualifications

  • Background in defense sustainment, depot operations, aviation maintenance, repair and overhaul, autonomous systems, advanced manufacturing, additive manufacturing, or critical infrastructure.
  • Experience building digital thread, digital passport, asset genealogy, digital or extended bills of material, software bills of material, evidence vault, or supply-chain traceability systems.
  • Familiarity with item unique identification, MIL-STD-130, GS1/DataMatrix, serialized part tracking, release certificates, counterfeit-risk workflows, or controlled technical data.
  • Experience with PostgreSQL, Python, TypeScript, FastAPI, Next.js, object storage, OpenID Connect, Keycloak, Open Policy Agent, event buses, audit ledgers, or similar modern architecture.
  • Experience supporting government, defense prime, depot, or regulated commercial customer integrations.
  • Prior experience as a founding engineer, principal engineer, staff engineer, technical architect, or zero-to-one product leader.
  • Ability to grow into broader technical leadership after personally building the first working digital qualification system.

About the Company

Interplay

VC-backed startup formation, incubation, funding

Interplay is a venture firm that starts companies with great people, helps teams develop their business, and then invests in them. Its process is described as three core activities: COFOUND (starting companies with strong teams), INCUBATE (helping great teams grow their business), and INVEST (financing companies led by capable founders). The organization emphasizes a family-oriented approach, using services that power about 10% of all VC-backed companies. The leadership and operating partners span multiple roles across major U.S. locations, signaling a hands-on, operational, and talent-focused model. Its goal is to support entrepreneurs from formation through scale by combining cofounding, structured development, and investment under one umbrella, differentiating itself with its focus on a broad, hands-on “family” network and service platform that fuels a large portion of the VC-backed ecosystem.

Company size
11-50
Company stage
Not listed
Total funding
$882.7M
Headquarters
New York City, New York
Founded
2012

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