Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Gecko Robotics

geckorobotics.com · Industrials · Gecko builds the robotics and AI that measure what no one else can, and turn that evidence into the decisions that keep critical infrastructure running.

21open roles
2new in 30 days
0closed in 30 days
0remote-eligible
slowinghiring velocity

What they're building

Navy and defense manufacturing deployments moderate signal

Today: "wall-climbing robots, industry-leading sensors, and an AI-powered data platform" (Deployment Lead | Navy Manufacturing posting)

Roles: Deployment Lead | Navy Manufacturing · Product Strategist | Aeromechanical Engineering

Requirements mention: DoD/maritime ecosystem · Navy manufacturing · defense primes · digitally-native manufacturing · aircraft structures · GD&T · reverse engineering

Inference: the two Pittsburgh roles point to Gecko applying its inspection and data platform to Navy and defense manufacturing workflows ("digital threads") and to a defense aircraft program of record.

Data platform and customer-facing software strong signal

Today: Cantilever, which the site says connects robot readings to customers' documents, drawings and history

Roles: Software Engineer | Data Backend · Full Stack Software Engineering Intern · AI/Machine Learning Engineering Intern

Requirements mention: Rolodex · data pipelines · complex authorization and permissioning systems · LLM APIs · retrieval · 3D visualization

Inference: the roles point to continued work on the shared data backend (Rolodex, described as "the central data platform"), with LLM-based features added to the applications that turn inspection data into decisions.

Underwater ship hull inspection system moderate signal

Today: "Field software that operators use to drive wall-climbing robots and capture ultrasonic data on site" (Forward Deployed Robotics Engineer posting)

Roles: Forward Deployed Robotics Engineer

Requirements mention: real-time or streaming data · integrating with hardware, robots, or third-party systems · ROS · 3D visualization in the browser · embedded or edge hardware

Inference: the posting says the field software is being extended to a new underwater system for ship hull inspection; one Pittsburgh role covers this work.

Oil and gas inspection services moderate signal

Today: Robotic inspection delivered with Cantilever (Deployment Lead | Oil & Gas posting) and "robotic inspection equipment" (NDT Advanced Services Operator | Commercial posting, Houston)

Roles: NDT Advanced Services Operator | Commercial · Deployment Lead | Oil & Gas · Robot Field Operator

Requirements mention: Level II PAUT certification · 5+ years of experience in the downstream oil and gas industry · Experience with AUT · travel 50% · Cantilever

Inference: two Houston field roles and one New York City deployment role with 50% travel suggest continued on-site inspection work for oil and gas customers.

Robotic manipulation in active manufacturing weak signal

Today: "production-grade robotic manipulation systems that embed intelligent inspection directly into active manufacturing environments" (Robotics Software Engineer posting)

Roles: Robotics Software Engineer

Requirements mention: Experience programming industrial 6-axis articulated robots (FANUC, ABB, Yaskawa) · Experience integrating perception systems (vision, 3D sensors) into robotic workflows · Familiarity with PLCs and industrial communication protocols

Inference: none drawn; one posting only.

Where the headcount is going

DepartmentOpen
Software Engineering5
Hardware Engineering 3
Product2
Operations2
Forward Deployed Engineering2
Finance1
People Operations1
Marketing & Design1
Government - Software Engineering1
IT & Information Security1
Recruiting 1
Commercial Ops - AS1

Hiring is engineering-led: 8 of 21 roles are in software or hardware engineering, and 4 of those are internships. The rest is spread thinly across field operations, deployment, and back-office functions, all of it onsite.

Who they need

Seniority: 7 senior, 6 mid, 2 manager, 1 junior, 4 intern, 1 unknown (21 roles).

Skills named most: Python (10 roles), React (6 roles), Linux (5 roles), Git (4 roles), cloud infrastructure (4 roles), TypeScript (3 roles), Docker (3 roles), data pipelines (3 roles), Java (3 roles), SQL (2 roles), LLM APIs (2 roles), ROS (2 roles)

Locations: Pittsburgh (12), New York City (6), Houston (2), Abu Dhabi (1); remote roles: 0.

How to use this

If you're applying: All roles are onsite, mostly in Pittsburgh with a second hub in New York City. Check each posting's location and hard requirements (certifications, years of experience) before applying. The newest postings are Product Strategist | Aeromechanical Engineering (Pittsburgh) and FP&A Manager (New York City).

If you're selling or recruiting: Gecko has 21 open roles, with 2 new in the last 30 days against 7 opened in the prior 30 days and none closed; the computed velocity is slowing. Pittsburgh is the hiring center. The most concrete lines to open a conversation on are the Cantilever and Rolodex data platform software work, Navy and defense manufacturing, the underwater hull inspection system, and oil and gas field services.

Get told when Gecko Robotics opens new roles.

Weekly, only when something changed. One click to stop.

Open roles (21)

TitleDepartmentLocationPosted
Product Strategist | Aeromechanical EngineeringProductPittsburgh2026-09-30
FP&A ManagerFinanceNew York City2026-09-28
Full Stack Software Engineering InternSoftware EngineeringNew York City2026-09-16
AI/Machine Learning Engineering InternSoftware EngineeringNew York City2026-09-16
Software Engineering InternSoftware EngineeringPittsburgh2026-09-15
Test & Reliability Engineering InternHardware Engineering Pittsburgh2026-09-15
People PartnerPeople OperationsPittsburgh2026-08-27
Field & Events Marketing ManagerMarketing & DesignPittsburgh2026-08-27
Deployment Lead | Navy ManufacturingGovernment - Software EngineeringPittsburgh2026-08-27
Enterprise Security EngineerIT & Information SecurityPittsburgh2026-08-06
Robotics Software EngineerHardware Engineering Pittsburgh2026-08-06
Recruiting CoordinatorRecruiting Pittsburgh2026-08-03
NDT Advanced Services Operator | CommercialCommercial Ops - ASHouston2026-07-31
Quality Engineer, HardwareOperationsPittsburgh2026-06-17
Software Engineer | Data BackendSoftware EngineeringNew York City2026-05-27
Forward Deployed Robotics Engineer Hardware Engineering Pittsburgh2026-05-15
Deployment Lead | Oil & GasProductNew York City2026-04-22
Software Development Engineer in TestSoftware EngineeringPittsburgh2026-03-24
Forward Deployed EngineerForward Deployed EngineeringNew York City2026-01-29
Robot Field OperatorOperationsHouston2026-01-23
Forward Deployed Engineer | Middle East Forward Deployed EngineeringAbu Dhabi2025-10-08