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Manager, Autonomy Evaluation, Data & Test

StartX Med Torrance, California, United States

onsitefull-time

Salary: $191,500 - $268,000 / year

Posted Sep 11, 2026Apply by Oct 9, 2026

**Role & seniority: ** Manager, Autonomy Evaluation, Data & Test (engineering management; team leader)

**Stack/tools: ** Python, C++; CI/regression automation; data/log infrastructure (ingest, time alignment, catalog/query, deterministic replay); closed-loop simulation; hardware-in-the-loop (HIL); real-time timing/latency measurement on embedded compute

**Top 3 responsibilities: **

  • Define autonomy performance metrics, semantics, and release criteria (regression gate, build-blocking, exception review) for flight clearance

  • Build/operate a multi-tier autonomy regression system: unit/module tests, open-loop replay from logged flights, closed-loop sim, and HIL on production flight computers (latency/deadline-miss)

  • Own the autonomy data platform end-to-end: on-vehicle capture, field egress, ingest/normalization, log catalog/query, deterministic replay, and versioned dataset materialization

  • Must-have skills:

    • 8+ years autonomy/robotics/aerospace/defense autonomy; 3+ years managing engineers

    • Direct leadership of evaluation/validation/metrics/test infrastructure for a physical autonomous system

    • Experience defining acceptance criteria/metrics and owning release gating decisions

    • Hands-on automated regression/CI for autonomy software (Python/C++)

    • Large-scale log/sensor data skills: ingestion pipelines, sensor time alignment, catalog/query over multi-TB telemetry/video, deterministic replay

    • Knowledge of cl

Full Description

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Manager, Autonomy Evaluation, Data & Test

Torrance, California, United States

Who We Are

Neros is a defense technology company rebuilding America’s drone industrial base. We design and manufacture high-performance unmanned systems that are tested in combat, iterated at startup speed, and built at massive scale. Our team culture is fast, hands-on, and obsessed with closing the gap between design and deployment.

As drones transform the character of warfare, Neros is delivering the systems the West needs to compete on the modern battlefield and deter the adversaries of democracy. We’re hiring engineers, operators, and builders who want to move fast, take on extreme ownership, and get capability into the hands of warfighters in months, not years.

What You Will Be Doing

Neros builds autonomy for drones that operate in contested environments where GPS and communications are denied. The Autonomy Evaluation, Data & Test team owns how autonomy performance is measured across all Neros platforms: the regression and simulation infrastructure every software change is tested against, the data platform that ingests and indexes flight logs, the hardware-in-the-loop bench, and field test operations. As the leader of this team, you will define the metrics and acceptance criteria that determine whether autonomy software is cleared to fly, and build the team and systems that produce that evidence.

Own the release criteria for autonomy software, including the definition of the regression gate, the conditions under which a build is blocked, and the process for reviewing exceptions Define autonomy performance metrics and their semantics for the organization, and publish coverage and reliability reporting to engineering and company leadership Build and operate a multi-tier regression system spanning unit and module tests, open-loop replay against logged flights, closed-loop simulation, and hardware-in-the-loop testing on production flight computers, including latency and deadline-miss measurement on target hardware

Own the autonomy data platform end to end: on-vehicle capture, field egress, ingest and normalization, log catalog and query layer, deterministic replay at scale, and versioned dataset materialization for model training Direct field test and autonomy integration, including instrumented test articles, autonomy payload integration, range operations, log recovery, and flight-readiness execution Hire, lead, and develop a team of engineers spanning software infrastructure, data engineering, simulation, and physical test

You should have the following

8+ years of engineering experience in robotics, autonomous vehicles, aerospace, or defense autonomy, including 3+ years managing engineers Direct experience leading an evaluation, validation, metrics, or test infrastructure function for a physical autonomous system Demonstrated experience defining performance metrics and acceptance criteria for autonomy or machine learning systems, and owning release gating decisions Hands-on experience building automated regression and CI infrastructure for robotics or autonomy software, in Python and C++

Experience with large-scale log and sensor data infrastructure: ingest pipelines, time alignment across sensors, cataloging and query over multi-terabyte unstructured video and telemetry data, and deterministic replay Working knowledge of closed-loop simulation and hardware-in-the-loop testing, including real-time latency budgets and timing measurement on embedded compute Experience managing engineers across more than one discipline, including at least one outside your own technical background BS or MS in Computer Science, Robotics, Electrical Engineering, Aerospace Engineering, or a related field

Nice to Have

Experience building evaluation, simulation, or data infrastructure from the ground up at an autonomous vehicle, drone, or robotics company, rather than operating an established system Experience with machine learning data pipelines, including dataset versioning and lineage, labeling operations, and large-scale automated model evaluation Experience supporting or leading flight test and range operations, including instrumented test articles, test article turnaround, and flight-readiness review processes Background in guidance, navigation and control, multi-target tracking, sensor fusion, or electro-optical and infrared perception in maritime or air-to-air domains

US Salary Range

$191,500 – $268,000 USD

The salary range for this role is an estimate based on a wide range of compensation factors, inclusive of base salary only. Actual salary may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations. Highly competitive equity grants are considered part of Neros' total compensation package.

We’re an equal opportunity employer. We welcome all applicants without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

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What You Will Be Doing

Neros builds autonomy for drones that operate in contested environments where GPS and communications are denied. The Autonomy Evaluation, Data & Test team owns how autonomy performance is measured across all Neros platforms: the regression and simulation infrastructure every software change is tested against, the data platform that ingests and indexes flight logs, the hardware-in-the-loop bench, and field test operations. As the leader of this team, you will define the metrics and acceptance criteria that determine whether autonomy software is cleared to fly, and build the team and systems that produce that evidence.

Own the release criteria for autonomy software, including the definition of the regression gate, the conditions under which a build is blocked, and the process for reviewing exceptions Define autonomy performance metrics and their semantics for the organization, and publish coverage and reliability reporting to engineering and company leadership Build and operate a multi-tier regression system spanning unit and module tests, open-loop replay against logged flights, closed-loop simulation, and hardware-in-the-loop testing on production flight computers, including latency and deadline-miss measurement on target hardware

Own the autonomy data platform end to end: on-vehicle capture, field egress, ingest and normalization, log catalog and query layer, deterministic replay at scale, and versioned dataset materialization for model training Direct field test and autonomy integration, including instrumented test articles, autonomy payload integration, range operations, log recovery, and flight-readiness execution Hire, lead, and develop a team of engineers spanning software infrastructure, data engineering, simulation, and physical test

You should have the following

8+ years of engineering experience in robotics, autonomous vehicles, aerospace, or defense autonomy, including 3+ years managing engineers Direct experience leading an evaluation, validation, metrics, or test infrastructure function for a physical autonomous system Demonstrated experience defining performance metrics and acceptance criteria for autonomy or machine learning systems, and owning release gating decisions Hands-on experience building automated regression and CI infrastructure for robotics or autonomy software, in Python and C++

Experience with large-scale log and sensor data infrastructure: ingest pipelines, time alignment across sensors, cataloging and query over multi-terabyte unstructured video and telemetry data, and deterministic replay Working knowledge of closed-loop simulation and hardware-in-the-loop testing, including real-time latency budgets and timing measurement on embedded compute Experience managing engineers across more than one discipline, including at least one outside your own technical background BS or MS in Computer Science, Robotics, Electrical Engineering, Aerospace Engineering, or a related field

Nice to Have

Experience building evaluation, simulation, or data infrastructure from the ground up at an autonomous vehicle, drone, or robotics company, rather than operating an established system Experience with machine learning data pipelines, including dataset versioning and lineage, labeling operations, and large-scale automated model evaluation Experience supporting or leading flight test and range operations, including instrumented test articles, test article turnaround, and flight-readiness review processes Background in guidance, navigation and control, multi-target tracking, sensor fusion, or electro-optical and infrared perception in maritime or air-to-air domains

US Salary Range

$191,500 – $268,000 USD

The salary range for this role is an estimate based on a wide range of compensation factors, inclusive of base salary only. Actual salary may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations. Highly competitive equity grants are considered part of Neros' total compensation package.

We’re an equal opportunity employer. We welcome all applicants without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

244 results found

No results found

Afghanistan+93 Åland Islands+358 Albania+355 Algeria+213 American Samoa+1 Andorra+376 Angola+244 Anguilla+1 Antigua & Barbuda+1 Argentina+54 Armenia+374 Aruba+297 Ascension Island+247 Australia+61 Austria+43 Azerbaijan+994 Bahamas+1 Bahrain+973 Bangladesh+880 Barbados+1 Belarus+375 Belgium+32 Belize+501 Benin+229 Bermuda+1 Bhutan+975 Bolivia+591 Bosnia & Herzegovina+387 Botswana+267 Brazil+55 British Indian Ocean Territory+246 British Virgin Islands+1 Brunei+673 Bulgaria+359 Burkina Faso+226 Burundi+257 Cambodia+855 Cameroon+237 Canada+1 Cape Verde+238 Caribbean Netherlands+599 Cayman Islands+1 Central African Republic+236 Chad+235 Chile+56 China+86 Christmas Island+61 Cocos (Keeling) Islands+61 Colombia+57 Comoros+269 Congo - Brazzaville+242 Congo - Kinshasa+243 Cook Islands+682 Costa Rica+506 Côte d’Ivoire+225 Croatia+385 Cuba+53 Curaçao+599 Cyprus+357 Czechia+420 Denmark+45 Djibouti+253 Dominica+1 Dominican Republic+1 Ecuador+593 Egypt+20 El Salvador+503 Equatorial Guinea+240 Eritrea+291 Estonia+372 Eswatini+268 Ethiopia+251 Falkland Islands+500 Faroe Islands+298 Fiji+679 Finland+358 France+33 French Guiana+594 French Polynesia+689 Gabon+241 Gambia+220 Georgia+995 Germany+49 Ghana+233 Gibraltar+350 Greece+30 Greenland+299 Grenada+1 Guadeloupe+590 Guam+1 Guatemala+502 Guernsey+44 Guinea+224 Guinea-Bissau+245 Guyana+592 Haiti+509 Honduras+504 Hong Kong SAR China+852 Hungary+36 Iceland+354 India+91 Indonesia+62 Iran+98 Iraq+964 Ireland+353 Isle of Man+44 Israel+972 Italy+39 Jamaica+1 Japan+81 Jersey+44 Jordan+962 Kazakhstan+7 Kenya+254 Kiribati+686 Kosovo+383 Kuwait+965 Kyrgyzstan+996 Laos+856 Latvia+371 Lebanon+961 Lesotho+266 Liberia+231 Libya+218 Liechtenstein+423 Lithuania+370 Luxembourg+352 Macao SAR China+853 Madagascar+261 Malawi+265 Malaysia+60 Maldives+960 Mali+223 Malta+356 Marshall Islands+692 Martinique+596 Mauritania+222 Mauritius+230 Mayotte+262 Mexico+52 Micronesia+691 Moldova+373 Monaco+377 Mongolia+976 Montenegro+382 Montserrat+1 Morocco+212 Mozambique+258 Myanmar (Burma)+95 Namibia+264 Nauru+674 Nepal+977 Netherlands+31 New Caledonia+687 New Zealand+64 Nicaragua+505 Niger+227 Nigeria+234 Niue+683 Norfolk Island+672 North Korea+850 North Macedonia+389 Northern Mariana Islands+1 Norway+47 Oman+968 Pakistan+92 Palau+680 Palestinian Territories+970 Panama+507 Papua New Guinea+675 Paraguay+595 Peru+51 Philippines+63 Poland+48 Portugal+351 Puerto Rico+1 Qatar+974 Réunion+262 Romania+40 Russia+7 Rwanda+250 Samoa+685 San Marino+378 São Tomé & Príncipe+239 Saudi Arabia+966 Senegal+221 Serbia+381 Seychelles+248 Sierra Leone+232 Singapore+65 Sint Maarten+1 Slovakia+421 Slovenia+386 Solomon Islands+677 Somalia+252 South Africa+27 South Korea+82 South Sudan+211 Spain+34 Sri Lanka+94 St. Barthélemy+590 St. Helena+290 St. Kitts & Nevis+1 St. Lucia+1 St. Martin+590 St. Pierre & Miquelon+508 St. Vincent & Grenadines+1 Sudan+249 Suriname+597 Svalbard & Jan Mayen+47 Sweden+46 Switzerland+41 Syria+963 Taiwan+886 Tajikistan+992 Tanzania+255 Thailand+66 Timor-Leste+670 Togo+228 Tokelau+690 Tonga+676 Trinidad & Tobago+1 Tunisia+216 Turkey+90 Turkmenistan+993 Turks & Caicos Islands+1 Tuvalu+688

U. S. Virgin Islands+1

  • Uganda+256
  • Ukraine+380
  • United Arab Emirates+971
  • United Kingdom+44
  • United States+1
  • Uruguay+598
  • Uzbekistan+998
  • Vanuatu+678
  • Vatican City+39
  • Venezuela+58
  • Vietnam+84
  • Wallis & Futuna+681
  • Western Sahara+212
  • Yemen+967
  • Zambia+260
  • Zimbabwe+263
RoboticsAutonomous VehiclesPythonC++CI/CD InfrastructureHardware-in-the-loop TestingClosed-loop SimulationData EngineeringPerformance MetricsRegression TestingSensor FusionFlight Test OperationsTeam ManagementMachine Learning PipelinesEmbedded ComputeLog Analysismulti-location

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