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Forward Deployed Machine Learning Engineer
Grupo ProtegeForward Deployed ML Engineer building benchmarks, model evaluations, and backend infrastructure for Protege’s secure AI training-data exchange platform. Partnering with researchers, customers, and DataLab to turn evaluation engagements into products.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building backend infrastructure, including data pipelines and execution environments, while effectively collaborating with cross-functional teams to drive evaluation strategies and customer engagement. Proficient in machine learning model evaluation and familiar with agentic systems and related technologies.
Highest-signal resume keywords
Backend Infrastructure DevelopmentMachine Learning Model EvaluationData Pipeline ConstructionStrong Written CommunicationHigh Ambiguity Tolerance
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 PipelineBackend DevelopmentBenchmarkingEvaluation DesignInfrastructure EngineeringExecution EnvironmentsOrchestrationAgentic SystemsCode Execution
Soft Skills
CollaborationCommunicationBias to ActionComfort with Urgency
Tools & Technologies
DataLabRL EnvironmentsTEEsTREsSandbox Environments
Industry Keywords
Evaluation LandscapeCustomer EngagementFrontier Lab ExperienceResearch Organization ExperienceFast-Moving Startup Experience
About the role
Key responsibilities & impact- Partner with the GM and early customers to define strong evaluations across domains
- Collaborate with researchers to design and build benchmarks
- Establish standards for processing different modalities
- Build backend infrastructure including data pipelines, execution environments, storage, and orchestration
- Stand up sandboxed environments for agentic evaluations requiring tools, code execution, or multi-step tasks
- Identify repeatable evaluation patterns, infrastructure gaps, and product opportunities from live engagements
- Partner with DataLab on domain-specific data and research questions
- Build understanding of the evaluation landscape, strategy, customer demand, and platform/data partner capabilities
- Identify major technical bets and ship multiple iterations of evaluation infrastructure
- Own the engineering portion of customer engagements end to end
Requirements
What you’ll need- 4+ years of engineering experience
- Hands-on machine learning work evaluating models
- Previous ownership of backend and infrastructure
- High ambiguity tolerance and bias to action
- Comfort working with urgency to meet market demands
- Strong written communication
- Prior experience building benchmarks, evaluations, or human data pipelines for LLMs (nice to have)
- Experience at a frontier lab, evaluation-focused team, or research organization (nice to have)
- Founding or early engineer experience at a fast-moving startup (nice to have)
- Familiarity with agentic systems, RL environments, code-execution sandboxes, and TEE/TREs (nice to have)
Benefits
Comp & perks- 🌐 Worldwide ❌ Jobs You've Hidden ⭐️ Saved Jobs ✅ Applied Jobs ✉️ Email Alerts 👤 Account Grupo Protege Website LinkedIn All Job Openings 10,000+ employees Founded 1971 🤖 Artificial Intelligence 🤝 B2B ☁️ SaaS Artificial Intelligence
- B2B
- SaaS Grupo Protege is an AI training data platform that connects AI developers with high-quality, ethically sourced training data. It serves both AI developers by providing a vast and rich collection of data for model training and data holders by enabling them to monetize their data while maintaining governance and control. The platform aims to streamline the data procurement process significantly, making it easier for developers to access the data they need efficiently. Forward Deployed Machine Learning Engineer Job not on LinkedIn 🔥 53 minutes ago 🇧🇷 Brazil – Remote ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer Apply Now Find Hiring Managers Customize resume + cover letter Report problem ☆ Save ☑️ Mark as applied ❌ Hide 📋 Description
- Partner with the GM and early customers to define strong evaluations across domains
- Collaborate with researchers to design and build benchmarks
- Establish standards for processing different modalities
- Build backend infrastructure including data pipelines, execution environments, storage, and orchestration
- Stand up sandboxed environments for agentic evaluations requiring tools, code execution, or multi-step tasks
- Identify repeatable evaluation patterns, infrastructure gaps, and product opportunities from live engagements
- Partner with DataLab on domain-specific data and research questions
- Build understanding of the evaluation landscape, strategy, customer demand, and platform/data partner capabilities
- Identify major technical bets and ship multiple iterations of evaluation infrastructure
- Own the engineering portion of customer engagements end to end 🎯 Requirements
- 4+ years of engineering experience
- Hands-on machine learning work evaluating models
- Previous ownership of backend and infrastructure
- High ambiguity tolerance and bias to action
- Comfort working with urgency to meet market demands
- Strong written communication
- Prior experience building benchmarks, evaluations, or human data pipelines for LLMs (nice to have)
- Experience at a frontier lab, evaluation-focused team, or research organization (nice to have)
- Founding or early engineer experience at a fast-moving startup (nice to have)
- Familiarity with agentic systems, RL environments, code-execution sandboxes, and TEE/TREs (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 Master's Fellow – Researcher in AI and Machine Learning Engineering 🕒 5 days ago Sistema Fibra 1001 - 5000 🤝 B2B 🤝 Non-profit 📚 Education Website LinkedIn All Job Openings Researcher in AI and Machine Learning for innovation project at ICT ITAÚ. Remote role focusing on AI tools and content production. 🇧🇷 Brazil – Remote 💵 R$7k / month ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer 🗣️🇧🇷🇵🇹 Portuguese Required Python PyTorch Tensorflow Master's Fellow – Researcher in AI and Machine Learning Engineering 🕒 5 days ago Sistema Fibra 1001 - 5000 🤝 B2B 🤝 Non-profit 📚 Education Website LinkedIn All Job Openings Researcher in AI and Machine Learning at ICT Itaú. Working with AI tools and content production using GenAI and agents. 🇧🇷 Brazil – Remote 💵 R$7k / month ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer 🗣️🇧🇷🇵🇹 Portuguese Required Python PyTorch Tensorflow Senior Machine Learning Engineer – MLOps 🕒 6 days ago Stone & Company 1 - 10 💼 Consulting 🤝 B2B Website LinkedIn All Job Openings Senior Machine Learning Engineer at Stone bridging Data Science and production environments. Responsible for creating and maintaining scalable ML systems and pipelines. 🇧🇷 Brazil – Remote ⏰ Full Time 🟠 Senior 🤖 Machine Learning Engineer 🗣️🇧🇷🇵🇹 Portuguese Required Apache AWS Azure Cloud Docker Google Cloud Platform Kafka PySpark Spark SQL Engenheiro de MLOps – Edge Computing – PL 🕒 6 days ago Analitica Tecnologia - Website LinkedIn All Job Openings MLOps Engineer deploying real-time AI models for industrial applications on edge devices. Focused on CI/CD pipelines and video processing using edge computing technologies. 🇧🇷 Brazil – Remote ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer 🗣️🇧🇷🇵🇹 Portuguese Required Docker Kubernetes Python Machine Learning Engineer 🕒 July 27 Verve 501 - 1000 📣 Marketing 📱 Media ☁️ SaaS Website LinkedIn All Job Openings Machine Learning Engineer developing machine learning models and systems to enhance Verve's advertising technology. Collaborate with engineers and leverage emerging technologies significantly in a remote role. 🇧🇷 Brazil – Remote 💰 $38M Post-IPO Equity - Verve on 2025-06 ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer AWS Cloud Python PyTorch Ray Scikit-Learn SQL Tensorflow 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