AI Engineer

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 Responsibilities

AI System Implementation

Implement machine learning models, inference services, and supporting APIs

Contribute to the development of training, evaluation, and deployment workflows

Build data ingestion and feature engineering components aligned to defined architecture

Ensure reliability, performance, and stability of AI services in production environments

AI Pipelines & Infrastructure

Contribute 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 Support

Collaborate with senior engineers to operationalize research prototypes

Implement evaluation metrics and validation processes

Support rollout and iteration of AI features based on performance data

Collaboration & Delivery

Work closely with product and engineering teams to implement AI-driven features

Participate in sprint planning, estimation, and technical discussions

Contribute to documentation and shared engineering standards

Communicate progress, blockers, and risks clearly

Required Skills & Qualifications

3–5 years of experience in AI/ML engineering or applied machine learning

Experience building and deploying ML models in production environments

Strong software engineering background (Python or similar)

Familiarity with distributed systems and scalable data processing

Experience contributing to ML pipelines and automated deployment workflows

Working knowledge of MLOps concepts (model versioning, monitoring, CI/CD)

Ability to debug issues across model, application, and infrastructure layers

Strong problem-solving skills and attention to detail

Effective communication skills within technical teams

Nice to Have

Exposure to generative AI or LLM-based systems

Familiarity with retrieval-augmented generation (RAG) architectures

Experience working with cloud-based AI platforms

Exposure to infrastructure-as-code or DevOps practices

Experience working in consulting or delivery-focused environments

Hands-on AWS experience supporting cloud-native or AI/ML production systems.

AWS certifications (Associate or Professional level) or equivalent practical AWS expertise.

Personal Competencies

Execution-Focused – Delivers high-quality implementations within established architecture

Engineering Discipline – Writes reliable, maintainable, and well-tested code

Collaborative – Works effectively within cross-functional teams

Problem-Solving Mindset – Investigates issues methodically across layers

Ownership – Takes responsibility for assigned work from implementation through release

Growth-Oriented – Seeks feedback and continuously improves technical craft

Why 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.