Forward Deployed AI Engineer

Nucleus Networks, Inc.

$90K — $120K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in a technical field (Computer Science, Engineering, etc.)
  • 2+ years in software engineering or AI/ML engineering
  • Proficiency in Python and REST APIs
  • Hands-on experience with LLM APIs
  • Familiarity with prompt engineering and RAG concepts
  • Ability to thrive in fast-paced, ambiguous environments
  • Strong communication skills for conveying complex topics to non-technical stakeholders.

Responsibilities

  • Embed with clients to identify operational pain points and high-ROI AI opportunities.
  • Design and build AI agents using tools like LangChain and AutoGen.
  • Develop AI workflows that integrate with clients' existing systems.
  • Engineer automation solutions for various operational areas.
  • Manage the full delivery lifecycle from scoping to deployment.
  • Train client teams on maintaining deployed solutions.
  • Serve as a technical advisor, translating AI capabilities into business value.
  • Contribute to internal resources, including reusable components and templates.

Benefits

  • Award-winning culture focused on employee well-being.
  • Hybrid remote work environment.
  • In-person and virtual staff social events.
  • Comprehensive benefits including health spending account and RRSP matching.
  • Birthday off policy for employees.
Full Job Description
Role Summary Nucleus is looking for a Forward Deployed AI Engineer to work with our clients' businesses, rolling up your sleeves to design, build, and deploy AI-powered solutions that create real operational impact. You won't be sitting behind a desk writing specs; you'll be on-site at small and mid-size businesses diagnosing inefficiencies, earning stakeholder trust, and shipping production-grade AI agents, automated workflows, and engineering solutions that change how these organizations run. This is a hands-on, client-facing engineering role built for someone who is as comfortable presenting to a small business owner as they are writing Python. This role may operate remotely from within Canada, with a strong preference for a candidate who is able to meet face-to-face with clients in either Vancouver or Toronto. General Duties and Responsibilities - Embed directly with clients to discover operational pain points, map workflows, and identify high-ROI opportunities for AI and automation. - Design and build AI agents using frameworks such as LangChain, LangGraph, AutoGen, or similar, including tool-use, memory, and multi-agent orchestration patterns. - Develop AI-powered workflows that integrate with clients' existing systems (CRMs, ERPs, cloud platforms, communication tools, etc.) - Engineer automation solutions across areas such as document processing, data extraction, reporting, customer communication, and internal operations. - Own the full delivery lifecycle from scoping and architecture to build, testing, handoff, and lightweight documentation. - Train and enable client teams to maintain and iterate on solutions post-deployment. - Serve as a trusted technical advisor, translating complex AI capabilities into clear business value for non-technical stakeholders. - Contribute internally by codifying reusable components, playbooks, and delivery templates that scale across the practice. Required Skills and Qualifications - Bachelor's degree in Computer Science, Engineering, Information Systems, or a related technical field. - 2+ years of professional experience in software engineering, AI/ML engineering, or a technical consulting role. - Working proficiency in Python and familiarity with REST APIs and cloud services. - Hands-on experience building with LLM APIs (OpenAI, Anthropic, Gemini, or similar). - Understanding of prompt engineering, RAG (Retrieval-Augmented Generation), and agentic workflow patterns. - Ability to work independently in ambiguous, fast-moving client environments. - Strong communication skills: You can explain a vector database to a CFO without losing them. Preferred Skills and Qualifications - Experience with workflow automation platforms (Zapier, Make, n8n, or similar). - Familiarity with vector databases (Pinecone, Weaviate, Chroma) and embedding pipelines. - Exposure to low-code/no-code tools alongside custom-code solutions. - Prior client-facing, consulting, or forward-deployed engineering experience. - Experience working with SMB clients across industries such as professional services, healthcare, logistics, or retail. Perks! - An award-winning culture and organization that focuses time and energy on YOU and fostering an awesome workplace - Hybrid Remote Environment - In-Person and Virtual Staff Socials - we offer an outgoing culture that provides lots of opportunities to connect with your co-workers - Competitive Salary & Annual Vacation Time - Comprehensive Benefits, including a Health Spending Account and RRSP Matching program - Birthdays off!

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