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Strategize and build core AI foundation models and the supporting training and inference infrastructure. Architect foundational data pipelines and establish benchmarks for model evaluation and safety thresholds.
Requires 8+ years of software engineering experience with a focus on AI model development, ML infrastructure, and production-grade systems. Proficiency in Pytorch, TensorFlow, and a systems language like C++ or Rust is essential.
Merlin is a venture backed aerospace startup building a non-human pilot to enable both reduced crew and uncrewed flight. Backed by some of the world’s leading investors, Merlin is scaling alongside our customers to begin leveraging autonomy today to solve some of aviation’s biggest challenges.
\nAbout you:You are a senior individual contributor with deep expertise in building the systems that make large-scale machine learning possible in production. You've experience in the selection of optimum foundation models, adopt/tune for target application needs, designed required data pipelines that handle real-world messiness, built training infrastructure that scales reliably, and created evaluation frameworks that give engineers genuine confidence in their development. You care about the craft of software engineering as much as you care about AI models — you know that great AI systems are only as good as the infrastructure underneath them. You enjoy operating with significant autonomy, influencing technical decisions across multiple teams, and mentoring engineers who are earlier in their careers. Most importantly, you want to work on a problem that genuinely matters: putting safe autonomous aircraft into the skies.
Technically strategize on Foundation model selection, refactor, design, build, and maintain Merlin's core AI models,training and inference infrastructure, including distributed training pipelines, experiment tracking, and model registry systems.
Define and drive standards and benchmarks for model evaluation, benchmarking, and regression testing to ensure AI systems meet safety and performance thresholds before deployment.
Architect and own the foundational data pipeline that ingests, processes, labels, and versions flight data for use across all autonomy and AI teams.
Identify and resolve systemic technical bottlenecks that slow down AI development velocity across Merlin's engineering organization.
Collaborate with AI infra, Simulation, and Flight Software teams to define interfaces and shared abstractions that make the broader stack more coherent and maintainable.
Mentor, build and technically guide junior and mid-level engineers on the AI Foundation team, conducting design reviews and raising the overall quality of the team's output.
Lead technical scoping and estimation for large AI foundational model projects, breaking ambiguous requirements into actionable engineering plans.
Evaluate and adopt relevant open-source tooling, frameworks, and research, contributing back where appropriate.
Document architecture decisions, system designs, and operational runbooks to a standard that supports safety review and long-term maintainability.
Contribute to hiring by conducting technical interviews and helping define the engineering bar for the AI Foundation team.
8+ years of software engineering experience, with a substantial portion focused on state of the art and next-gen AI model development, ML infrastructure, MLOps, data engineering, or AI platform development.
Experience in development of the AI-first Autonomy software tech stack that includes Perception, Behavior Planning, Prediction and Actuation ( based on Transformer architectures)
Demonstrated ability to design and deliver large-scale, production-grade systems independently — from initial architecture through deployment and operation.
Deep proficiency in Pytorch, TensorFlow and at least one systems language such as C++,C, Rust, or Go.
Hands-on experience with distributed training frameworks (Python extensions, JAX, or equivalent) and the infrastructure required to run them reliably at scale.
Experience in onboarding trained models into edge environments consisting of High performance compute System-on-Chips.
Strong background in data pipeline design, including streaming and batch processing, data versioning, and handling high-volume, heterogeneous sensor data.
Experience building model evaluation and validation frameworks leveraging MLOps frameworks (like Weights and Biases. MLFlow etc) that go beyond accuracy metrics to assess real-world reliability and safety-relevant behavior.
Proven track record of influencing technical direction across teams and driving alignment on shared infrastructure and standards.
Excellent written communication skills, with the ability to produce clear design documents and architecture proposals that hold up to rigorous review.
Comfort working in a fast-moving startup where the scope of problems and priorities evolve as the product matures.
Experience in aerospace/automotive autonomy, robotics, or other safety-critical real-time domains where software quality and reliability standards are exceptionally high.
Development and deployment of AI models on heterogeneous HPCs like NVIDIA Thor/Orin.
Background in simulation infrastructure, synthetic data generation, or domain randomization for training perception and control models using end to end ecosystems like NVIDIA Cosmos etc., .
Experience with onboard inference optimization — model quantization, TensorRT, hardware-aware compilation, or deployment on embedded accelerators.
Contributions to widely used open-source ML or data engineering projects.
Familiarity with flight data formats, avionics data buses (ARINC 429, MIL-STD-1553), or sensor modalities common in aviation (Camera, LiDAR, radar, IMU).
Prior staff or principal engineer experience at a high-growth startup or research-driven
This position is based on-site at Merlin HQ in Boston, MA.
Once you’re here, you’ll enjoy a variety of on-site perks designed to make your workday enjoyable and convenient. These include catered lunches featuring a rotating menu of delicious options, an assortment of snacks to keep you fueled throughout the day, and a selection of beverages, including coffee, tea, and other drinks, to keep you refreshed.
Our goal is to create an environment where you can thrive both professionally and personally
Merlin Labs offers an innovative, entrepreneurial, and team-focused startup environment. We also offer a top-notch benefits package (health, dental, life, unlimited vacation, and 401k with match) and work/life integration. Being part of the Merlin team allows you to become part of a small team that supports professional development while working together to achieve our mission.
Merlin Labs is an equal opportunity employer and values diversity. We do not discriminate on the basis of race, religion, color, national origin, genetic information, sex (including pregnancy), gender, gender identity and expression, sexual orientation, age, marital status, military service or obligation or disability status, or any other characteristic protected by law. All job offers are contingent upon the candidate passing background and reference checks.
At this time, we are unable to provide visa sponsorship or consider candidates who require visa transfers. Applicants must be authorized to work in the United States without the need for visa sponsorship now or in the future.
In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire.
If you require reasonable accommodation in completing an application, interviewing, completing any pre-employment testing, or otherwise participating in the employee selection process, please direct your inquiries to: [email protected]
Merlin Labs does not accept unsolicited resumes from any source other than directly from candidates.
Find a way or make one.
Merlin is an aerospace and defense technology company building the operating system of record for autonomous flight. Our aircraft-agnostic, AI-powered software is purpose-built for military and civil programs, and is powering an expanding range of missions and aircraft, proven through hundreds of autonomous flights from test facilities across the globe. With $100M+ total in awarded contracts from military customers, Merlin is helping to solve national security challenges through safe, reliable autonomy.
Offices: 129 South St, Boston, MA 02111, US
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