- Build, optimize, and evolve RAG pipelines, including retrieval strategies, chunking, and re‑ranking
- Develop prompts and guardrails for domain‑specific LLM applications
- Implement hallucination detection, mitigation, and fact‑checking mechanisms
- Build embeddings‑based search and recommendation features
- Validate AI features with real users and iterate based on qualitative and quantitative feedback
- Set up and maintain LLM evaluation frameworks to measure quality, relevance, and reliability
- Implement observability and monitoring for production AI systems
- Monitor live AI systems and resolve quality, accuracy, and performance issues
- Continuously improve AI outputs based on evaluation data and user behavior
- Work closely with product and engineering teams to integrate AI into user‑facing features
- Build and maintain backend services in Python
- Integrate with vector databases to support retrieval and semantic search workflows
- Ensure AI solutions meet enterprise requirements for security, scalability, and maintainability
- Collaborate with cross‑functional partners across product, engineering, and design
- Operate effectively in environments with evolving requirements and ambiguity
- Communicate clearly with technical and non‑technical stakeholders
- Take ownership of delivery outcomes from experimentation through production
- 8+ years of professional software engineering experience, with 4+ years focused on applied AI/ML or data‑driven systems in production environments
- 3+ years building and operating production AI systems
- Strong hands‑on experience with LLM applications, including RAG, prompt engineering, and evaluation
- Experience implementing hallucination detection and mitigation techniques
- Proficiency in Python
- Experience working with vector databases (Weaviate, Pinecone, or similar)
- Experience with LLM evaluation frameworks (Langfuse, Weights & Biases, or custom solutions)
- Production experience using Claude and/or GPT APIs
- Strong understanding of embeddings and semantic search
- Comfortable working with ambiguity and iterating on unclear problems
- Bachelor's degree in computer science, Engineering, Data Science, or a related technical field, or equivalent practical experience
- Advanced degree (Master's or PhD) in a relevant field
- Experience with Azure AI services, including Azure OpenAI and Cognitive Services
- Experience with document processing (PDF extraction, OCR)
- Exposure to audio or speech processing (e.g., Whisper or similar tools)
- Experience building enterprise B2B software
- Experience with ML classification and model training
- Evaluation & Observability: Langfuse or similar
- You are hands‑on and delivery‑focused, writing code and owning outcomes
- You balance speed with quality in production environments
- You communicate clearly and collaborate effectively across disciplines
- You take ownership of ambiguous problems and drive them to resolution
- You prioritize reliability, maintainability, and real‑world impact
- Real production impact not a POC that sits on a shelf
- Exposure to the full AI lifecycle: RAG, LLM applications, evaluation, classification, and monitoring
- End‑to‑end ownership of the AI stack and technical decision‑making
- A small, senior team with direct access to enterprise clients
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AI Engineer - Calgary - Robots and Pencils
Description
At Robots & Pencils, we build meaningful, scalable digital products by blending strategy, design, and engineering. We are seeking a Level 4 AI Engineer to build production LLM applications for an enterprise client as part of a long-term, delivery-focused engagement.
You will own the AI stack end-to-end, including RAG pipelines, prompt engineering, and evaluation frameworks. This is a hands‑on role: you will write production code, tune prompts, build evaluation and observability systems, and iterate based on real user feedback.
There is a working proof of concept in place. Your responsibility is to make it production‑ready and extend it with intelligent, reliable features that operate at enterprise scale.
What You'll Do
AI & LLM Application Delivery
Evaluation, Monitoring & Reliability
Platform & System Integration
Delivery & Collaboration
Required Skills & Experience
Nice to Have
How You Work
Why Robots & Pencils
#J-18808-Ljbffr
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Data Engineer
Only for registered members Calgary, Alberta
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Purchaser
Only for registered members Calgary, Canada
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Industrial Sewer
Only for registered members Calgary, Canada
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Administrative Assistant
Only for registered members Calgary, Canada
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Data Engineer
Only for registered members Calgary
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Data Engineer
Only for registered members Calgary
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Sales Engineer
Only for registered members Calgary
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Lead Process Engineer
Only for registered members Calgary, AB, Canada
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Senior Electrical Engineer
Only for registered members Calgary
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Forensic engineer, fire and explosion
Only for registered members Calgary
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Project Engineer or Engineer in Training, Land Development/Municipal Engineering
Only for registered members Calgary, Alberta
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Engineering Manager
Only for registered members Calgary, Alberta
-
Reservoir Engineer
Aramco- Calgary
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HVAC Engineer
Only for registered members Calgary, Alberta
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Structural Engineer
Only for registered members Calgary, Alberta
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Mechanical Engineer
Only for registered members Calgary
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Electrical Engineer
Only for registered members Calgary, AB
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Electrical Engineer
Only for registered members Calgary, Alberta
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Development Engineer
Only for registered members Calgary, Alberta
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Process Engineer
Only for registered members Calgary, Alberta
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Electrical Engineer
Only for registered members Calgary, AB, Canada, Calgary, AB, CA
