Robots & Pencils is seeking an AI Engineer to design, build, and deploy production-grade AI systems that deliver measurable business value.This is a hands-on engineering role focused on implementation and delivery. You will contribute to scalable AI systems and ML pipelines, working within established architectural direction while collaborating closely with senior engineers, product managers, and cross-functional teams.You will be expected to deliver independently on well-defined features, contribute to system design discussions, and maintain high standards for reliability, performance, and maintainability.Key ResponsibilitiesAI System ImplementationImplement machine learning models, inference services, and supporting APIsContribute to the development of training, evaluation, and deployment workflowsBuild data ingestion and feature engineering components aligned to defined architectureEnsure reliability, performance, and stability of AI services in production environmentsAI Pipelines & InfrastructureContribute to the development and orchestration of AI pipelines and agentic workflows.Support LLMOps processes for automated model deployment, versioning, and prompt management.Implement monitoring and observability to track token usage, model drift, and hallucinations.Debug and resolve complex issues across LLM layers, data ingestion, and cloud infrastructure.Research-to-Production SupportCollaborate with senior engineers to operationalize research prototypesImplement evaluation metrics and validation processesSupport rollout and iteration of AI features based on performance dataCollaboration & DeliveryWork closely with product and engineering teams to implement AI-driven featuresParticipate in sprint planning, estimation, and technical discussionsContribute to documentation and shared engineering standardsCommunicate progress, blockers, and risks clearlyRequired Skills & Qualifications3–5 years of experience in AI/ML engineering or applied machine learningExperience building and deploying ML models in production environmentsStrong software engineering background (Python or similar)Familiarity with distributed systems and scalable data processingExperience contributing to ML pipelines and automated deployment workflowsWorking knowledge of MLOps concepts (model versioning, monitoring, CI/CD)Ability to debug issues across model, application, and infrastructure layersStrong problem-solving skills and attention to detailEffective communication skills within technical teamsNice to HaveExposure to generative AI or LLM-based systemsFamiliarity with retrieval-augmented generation (RAG) architecturesExperience working with cloud-based AI platformsExposure to infrastructure-as-code or DevOps practicesExperience working in consulting or delivery-focused environmentsHands-on AWS experience supporting cloud-native or AI/ML production systems.AWS certifications (Associate or Professional level) or equivalent practical AWS expertise.Personal CompetenciesExecution-Focused – Delivers high-quality implementations within established architectureEngineering Discipline – Writes reliable, maintainable, and well-tested codeCollaborative – Works effectively within cross-functional teamsProblem-Solving Mindset – Investigates issues methodically across layersOwnership – Takes responsibility for assigned work from implementation through releaseGrowth-Oriented – Seeks feedback and continuously improves technical craftWhy Join Robots & Pencils?At Robots & Pencils, we build intelligent systems for real-world environments, blending creativity, engineering excellence, and applied AI to help organizations work smarter. Our teams partner directly with leading North American organizations to design and deliver production-ready digital and AI solutions that create measurable impact.As an AI Engineer, you will build production AI systems alongside experienced architects and senior engineers, strengthening your foundation in machine learning, scalable system design, and modern cloud-native delivery. You’ll collaborate closely with US-based clients, gaining hands-on exposure to complex problem-solving while contributing to meaningful, real-world outcomes.By joining Robots & Pencils, you also benefit from our Advanced AWS Partnership and participation in the highly exclusive AWS Patterns Partnership, a distinction held by only 11 companies worldwide out of more than 190,000 AWS partners. This provides access to specialized training, early access to emerging cloud capabilities, and advanced engineering resources that support accelerated professional growth.This is a role for builders who want to sharpen their craft, grow quickly, and deliver impactful AI systems within an elite global engineering ecosystem.
13 days ago