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ML Software Engineer
Humble RoboticsML Software Engineer building multimodal data pipelines, foundation models, and inference systems. Advancing reliable autonomous freight vehicles through physical AI and production-grade tooling.
Posted 8/4/2026full-timeRemote • California • 🇺🇸 United StatesJuniorMid-Level💰 $100,000 - $300,000 per yearWebsite
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and optimizing machine learning systems, including multimodal data pipelines and production-grade inference tooling. Proficient in Python and experienced in integrating training and inference workflows using frameworks like PyTorch and TensorFlow.
Highest-signal resume keywords
Python ProgrammingMachine Learning Pipeline DevelopmentProduction-Quality Code DeliveryData/ML Evaluation ToolingCloud Storage and CI/CD
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningData StructuresTestingDebuggingModular DesignModel ParallelismMixed PrecisionEfficient BatchingDataset PackagingIntegrity Checks
Soft Skills
Strong CommunicationCollaborationOwnershipIndependence
Tools & Technologies
PyTorchTensorFlowJAXContainerizationExperiment Observability
Certifications & Qualifications
MS in Computer ScienceMS in Machine LearningMS in RoboticsBS in Computer Science
Industry Keywords
Autonomy-Focused ModelsMultimodal DataClosed-Loop EvaluationLow-Latency OperationPerception ModelsDetection Models
Tech Stack
Tools & technologiesCloudPythonPyTorchTensorflow
About the role
Key responsibilities & impact- Build the software backbone for autonomy-focused foundation models, including multimodal data pipelines and reproducible training/evaluation workflows
- Implement and iterate on LLM, VLM, and VLA architectures, including model code paths, tokenization, inference runners, and output heads
- Integrate and operate simulators for closed-loop evaluation
- Build tooling for metrics, visualization, and experiment management
- Deliver production-grade serving and inference tooling for deterministic, low-latency operation on bench/mule and eventual vehicle deployments
- Own systems from architecture through implementation, testing, documentation, and iteration
- Improve code quality, reliability, and observability
Requirements
What you’ll need- MS in CS/ML/Robotics or BS + ≥2 years building ML/data/evaluation systems
- Strong Python fundamentals, including data structures, testing, debugging, and modular design
- Track record of shipping production-quality code/APIs and reliable automation
- Experience building data/ML pipelines and evaluation tooling
- Experience integrating training and inference using PyTorch, TensorFlow, or JAX
- Experience with dataset packaging, sharding, manifest formats, and integrity checks for large multimodal datasets
- Practical experience improving training/inference throughput and latency, such as mixed precision, efficient batching, or model parallelism
- Experience with cloud storage and training workflows, containerization, CI/CD, and experiment observability
- Strong communication and collaboration with research and engineering partners
- Bias for ownership and independence in a small, fast-moving team
- Prior work on perception, detection, or multimodal models is nice to have
Benefits
Comp & perks- 🌐 Worldwide ❌ Jobs You've Hidden ⭐️ Saved Jobs ✅ Applied Jobs ✉️ Email Alerts 👤 Account Humble Robotics Website LinkedIn All Job Openings 11 - 50 employees Founded 2026 📦 Logistics 🚗 Transport 🚘 Automotive Logistics
- Transport
- Automotive Humble Robotics is a technology company building the Humble Hauler — a purpose-built, cabless autonomous electric freight vehicle that combines tractor, trailer, and driver functionality into a single platform. The company emphasizes vision-first AI autonomy, dock-to-dock capability (including direct unloading at docks), predictive safety and redundant failsafe systems, and a full-service operating model with 24/7 remote operational support and charging. The Humble Hauler is positioned to lower per-mile costs through a lighter, electric design that increases hauling capacity, eliminates diesel dependency, and targets reliable, compliant large-scale logistics operations. ML Software Engineer Job not on LinkedIn 🔥 24 minutes ago 🏄 California – Remote 💵 $100k - $300k / year ⏰ Full Time 🟢 Junior 🟡 Mid-level 🤖 Machine Learning Engineer Cloud Python PyTorch Tensorflow Apply Now Find Hiring Managers Customize resume + cover letter Report problem ☆ Save ☑️ Mark as applied ❌ Hide 📋 Description
- Build the software backbone for autonomy-focused foundation models, including multimodal data pipelines and reproducible training/evaluation workflows
- Implement and iterate on LLM, VLM, and VLA architectures, including model code paths, tokenization, inference runners, and output heads
- Integrate and operate simulators for closed-loop evaluation
- Build tooling for metrics, visualization, and experiment management
- Deliver production-grade serving and inference tooling for deterministic, low-latency operation on bench/mule and eventual vehicle deployments
- Own systems from architecture through implementation, testing, documentation, and iteration
- Improve code quality, reliability, and observability 🎯 Requirements
- MS in CS/ML/Robotics or BS + ≥2 years building ML/data/evaluation systems
- Strong Python fundamentals, including data structures, testing, debugging, and modular design
- Track record of shipping production-quality code/APIs and reliable automation
- Experience building data/ML pipelines and evaluation tooling
- Experience integrating training and inference using PyTorch, TensorFlow, or JAX
- Experience with dataset packaging, sharding, manifest formats, and integrity checks for large multimodal datasets
- Practical experience improving training/inference throughput and latency, such as mixed precision, efficient batching, or model parallelism
- Experience with cloud storage and training workflows, containerization, CI/CD, and experiment observability
- Strong communication and collaboration with research and engineering partners
- Bias for ownership and independence in a small, fast-moving team
- Prior work on perception, detection, or multimodal models is nice to have Apply Now 📊 Check your resume score for this job Improve your chances of getting an interview by checking your resume score before you apply. Check Resume Score Similar Jobs Machine Learning Engineer 🔥 1 hour ago CVS Health 10,000+ employees 🏥 Healthcare ⚕️ Healthcare Insurance 🛒 Retail Website LinkedIn All Job Openings Machine Learning Engineer building scalable AI/ML applications for CVS Health. Integrating Python, GCP, Vertex AI, BigQuery, and MongoDB into connected healthcare products. 🇺🇸 United States – Remote 💵 $72.1k - $144.2k / year ⏰ Full Time 🟢 Junior 🤖 Machine Learning Engineer Azure BigQuery Cloud Google Cloud Platform MongoDB NoSQL Python RDBMS Machine Learning Engineer 🕒 4 days ago Paylocity 5001 - 10000 👥 HR Tech ☁️ SaaS 🤝 B2B Website LinkedIn All Job Openings Machine Learning Engineer developing and deploying solutions for cloud-based HR software company. Collaborating with Data Science and Engineering to drive efficient machine learning practices. 🇺🇸 United States – Remote 💵 $106.6k - $152.3k / year 💰 $10M Venture Round - Paylocity on 2008-05 ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer AWS Azure Cloud Google Cloud Platform Python Spark Machine Learning Engineer 🕒 5 days ago toters delivery 501 - 1000 📦 Logistics 🍽️ Food & Beverage ✈️ Travel Website LinkedIn All Job Openings Mid-level ML Engineer designing and leading production-grade machine learning systems for quick commerce and fintech platforms in a high growth startup environment. 🇺🇸 United States – Remote 💰 $18M Series B on 2022-06 ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer Numpy Python PyTorch Scikit-Learn Tensorflow Machine Learning Manager, Feed Relevance – Retrieval 🕒 5 days ago Reddit, Inc. 501 - 1000 💼 Consulting 📣 Marketing 📱 Media Website LinkedIn All Job Openings Engineering Manager leading a team building systems for Reddit’s personalized feeds. Overseeing machine learning projects to enhance user experience for 120M+ daily users. 🇺🇸 United States – Remote 💵 $253.3k - $354.6k / year ⏰ Full Time 🟢 Junior 🟡 Mid-level 🤖 Machine Learning Engineer 🚫👨🎓 No degree required Machine Learning Manager, Feed Ecosystems 🕒 5 days ago Reddit, Inc. 501 - 1000 💼 Consulting 📣 Marketing 📱 Media Website LinkedIn All Job Openings Engineering Manager leading a high-impact Machine Learning team at Reddit. Focused on building AI-driven recommendation systems that promote community growth and user engagement. 🇺🇸 United States – Remote 💵 $253.3k - $354.6k / year ⏰ Full Time 🟢 Junior 🟡 Mid-level 🤖 Machine Learning Engineer View More Machine Learning Engineer Jobs 🌐 Worldwide Built by Lior Neu-ner. I'd love to hear your feedback — Get in touch via DM or support@remoterocketship.com Search Search Jobs by country Search jobs by city Search jobs by job title Search entry-level jobs Search junior-level jobs Search senior-level jobs Search jobs by tech stack Search jobs by contract type Search remote internships Search remote part-time jobs Remote jobs Anywhere in the World Companies Hiring Anywhere in the World Companies Hiring Sales People Anywhere in the World Companies Hiring Software Engineers Anywhere in the World Resources Advice Tips for finding remote jobs Interview questions and answers Resume examples Cover letter examples Post a job Affiliates About us Is Remote Rocketship legit? Privacy policy Terms of service Job board SEO course Remote Job Search MasterClass AI Apply Copilot OpenClaw job finder Find jobs using your resume Jobs by Country Remote jobs anywhere in the world (Worldwide remote jobs) Remote jobs United States Remote jobs Australia Remote jobs Brazil Remote jobs Canada Remote jobs France Remote jobs Ireland Remote jobs Germany Remote jobs Netherlands Remote jobs Spain Remote jobs UK Popular Jobs Remote data analyst jobs Remote customer support jobs Remote executive assistant jobs Remote marketing jobs Remote product designer jobs Remote product manager jobs Remote project manager jobs Remote recruiter jobs Remote sales jobs Remote software engineer jobs Jobs by Type Remote full-time jobs Remote part-time jobs Remote contract jobs Remote internship jobs Remote entry-level jobs Remote jobs with no experience required Remote junior jobs (1-3 years of experience) Digital nomad jobs Remote jobs with no degree required Freelance remote jobs Temporary remote jobs Remote jobs hiring now Stay at home mom jobs