ML Engineer, Applied AI – Crucible

Who We Are amp At Firestorm we are building the future of expeditionary defense manufacturing and autonomous systems Modern conflict has exposed a fundamental problem the systems needed most by operators are often too expensive too slow to produce and too difficult to sustain at scale Firestorm exists to change thatamp amp We develop missionadaptable aerial systems and deployable manufacturing infrastructure designed to put capability directly into the hands of the warfighter From modular unmanned aircraft to xCell our deployable microfactory our goal is to make defense systems rapidly deployable adaptable and producible at the point of needamp amp We are looking for builders operators and problemsolvers who want to work on meaningful technology with realworld impactamp About the Role amp Firestorm builds uncrewed aircraft and the manufacturing network that produces them fullcapability plants deployable xCell edge factories and forwarddeployed sites that stand up production near the point of need amp Crucible is the software that runs that network It combines production planning execution supply chain and manufacturing data into a common model of how production operates amp We are hiring a Staff Machine Learning Engineer to build the applied AI systems behind Crucible You will work alongside data science and software engineering to productionize optimization and ML models integrate foundation models into the platform and build AIassisted workflows grounded in Crucibles manufacturing data and system model amp This is a handson engineering role not a research position We are looking for someone who has shipped ML and AI capabilities into real products and understands what it takes to make them reliable measurable and useful after the prototype works amp What Youll Do amp Build AI capabilities in Crucible Develop AIassisted workflows that use Crucibles data APIs and domain model to surface insights answer questions and help users make decisionsamp Productionize decision models Work with data science to integrate optimization forecasting and other models into reliable product capabilitiesamp Build AI systems endtoend Design model interfaces retrieval tool use orchestration evaluation and the services required to run them in productionamp Select and evaluate models Choose models and approaches based on capability reliability latency security and deployment constraintsamp Build for constrained environments Support AI capabilities in cloud airgapped and edge deployments where external model APIs may not be availableamp Ground AI in real operations Work with manufacturing supply chain and product teams to turn operational problems into useful AI featuresamp Set the technical direction for applied AI Establish patterns evaluation methods and engineering standards for how AI is used across Crucibleamp amp Required Qualifications amp US Citizenship and ability to obtain and maintain a US Government security clearance 5 years building and shipping production software or ML systems with a proven track record of successamp Strong machine learning fundamentals with handson experience beyond model API integrationamp Demonstrated technical ownership of AIML systems from experimentation through production including implementation architecture evaluation and debuggingamp Handson experience building production systems with LLMs or other foundation modelsamp Strong Python and software engineering fundamentalsamp Experience with modern ML frameworks and transformerbased modelsamp Experience designing evaluations and monitoring production AIML behavioramp Demonstrated ability to make sound technical tradeoffs across model quality reliability latency cost and system complexityamp amp Preferred Qualifications amp Experience working with opensource models and local model inferenceamp Experience with manufacturing supply chain logistics or other operational softwareamp Experience with model finetuning inference optimization or GPU deploymentamp Aerospace defense robotics or other complex physicalsystem experienceamp amp Work Environment amp This role is based in San Diego CA We welcome candidates who are local or open to relocating relocation assistance is available and may be included in the offer package where appropriate amp Compensation amp US Salary Range 150000 220000 USDamp amp The posted salary range reflects an estimate based on a variety of compensation factors including but not limited to relevant experience education certifications specialized skills geographic location and business needs Actual compensation may vary and this range is subject to change as our compensation structure or market conditions evolve amp amp Benefits amp Perks amp Our culture fosters collaboration respect and trust empowering passionate people to do their best work We offer a competitive salary comprehensive benefits and opportunities for career growth In addition to an opportunity to take part in an innovative collaborative and fastgrowing business with a highly motivated and skilled team we also take pride in taking care of our employees Here are just a few ways that we show our appreciationamp We offer comprehensive medical dental and visions plansamp 401k Retirement Savings Plan to invest in your longterm retirement goalsamp Equity grants for new hiresamp Unlimited PTOamp Extremely generous company holiday calendar including a holiday hiatus in July amp Decemberamp Generous Parental Leaveamp Lifestyle Spending Accountamp FSAamp DCFSAamp HSAamp Hospital Indemnity insuranceamp Critical Illness insuranceamp Accident insuranceamp Basic LifeADampD shortterm and longterm disability insurance 100 covered by Firestorm Plus the option to purchase additional life insurance for you and your familyamp Mental Health Resources We provide free mental health resources 247 including therapy and more Additional worklife services such as free legal and financial support are available to you as wellamp amp Export Control Compliance amp To conform to US government export control regulations including the International Traffic in Arms Regulations ITAR and Export Administration Regulations EAR you must be a US citizen lawful permanent resident of the US protected individual as defined by 8 USC 1324ba3 or otherwise eligible to obtain the required authorizations from the US Department of State or US Department of Commerceamp amp Equal Opportunity Statement amp Firestorm is an equal opportunity employer committed to creating a diverse and inclusive workplace and upholding equitable hiring practices All qualified applicants will receive consideration for employment without regard to race color religion sex sexual orientation gender identity national origin disability protected veteran status or any other characteristic under federal state or local law including those with a criminal history in a manner consistent with the requirements of applicable state and local laws including the CA Fair Chance Initiative for Hiring Ordinance We actively encourage members of recognized minorities women Veterans and those with disabilities to apply and we work to create a welcoming and supportive environment for all applicants throughout the interview processamp Firestorm is committed to fostering an inclusive and accessible work environment If you require accommodations or assistance during the application process please dont hesitate to reach out to us at careerslaunchfirestormcom so we can provide the support you needamp




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