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Added 11 mins ago
LH
Clinic Administrative Lead
LMC Healthcare
Barrie, ON
- Full-time
Our growing team is looking for an Clinic Administrative Lead who can work for us on a permanent full-time basis supporting our LMC Barrie clinic (370 Bayview Drive, Suite 110. Barrie, ON).
Added 12 mins ago
CN
Senior Contract Administrator
Canadian Nuclear Laboratories
Chalk River, ON
- Contract
Formal training and/or demonstrated experience in customer service, relationship management, negotiation, and conflict, claims, and dispute resolution.
Added 12 mins ago
H
Assistant Contract Administrator
HDR
Burlington, ON
- Full-time
…highest standards, and leave a legacy of quality that communities can rely on for generations. We are all employee-owners at HDR, which is the foundation of our collaborative culture that…
Added 12 mins ago
H
Construction Contract Administrator
HDR
Burlington, ON
- Full-time
…highest standards, and leave a legacy of quality that communities can rely on for generations. We are all employee-owners at HDR, which is the foundation of our collaborative culture that…
Added 25 mins ago
ACCOUNT MANAGER - CONTRACT
Green Shield Canada
London, ON · Toronto, ON · Windsor, ON
advancing health equity, and building a future where every Canadian can reach
Added 28 mins ago
LC
Senior Coordinator, Transport
Loblaw Companies Limited
Moncton, NB
- Full-time
Contact vendor services for commercial invoices related to claims
Added 44 mins ago
DB
Planificateur et contrôleur des coûts (Project Controls).
Demathieu Bard Canada
Montreal, QC
- Full-time
…high-quality, large-scale infrastructure. Candidates joining CDB can expect a dynamic, safety-focused workplace with opportunities for professional…
Added 45 mins ago
IF
Auto Field Appraiser
Intact FC
AB · Fort McMurray, AB · Grande Prairie, AB
- Full-time
…performance-led financial rewards at a workplace where you can shape the future, win as a team and grow with…
Added 45 mins ago
B
Account Manager I, CI
BrokerLink
Saint John, NB · Oromocto, NB · Bathurst, NB · Moncton, NB
- Full-time
Communicate with Insurance companies, negotiate with underwriters on customers behalf, negotiate renewal of terms, follow up with Adjusters on claims status
Added 45 mins ago
B
Personal Insurance Sales Advisor
BrokerLink
Halifax, NS
- Full-time
At BrokerLink, we value diversity and are committed to creating an inclusive workplace that inspires each of us to be the best we can be. Join our team and make a difference!
Added 45 mins ago
B
Account Manager I, CI
BrokerLink
Markham, ON
- Full-time
Communicate with Insurance companies, negotiate with underwriters on customers behalf, negotiate renewal of terms, follow up with Adjusters on claims status
Added 45 mins ago
B
Account Manager I, CI
BrokerLink
Guelph, ON · London, ON · Ingersoll, ON · Kitchener, ON · Cambridge, ON
- Full-time
Communicate with Insurance companies, negotiate with underwriters on customers behalf, negotiate renewal of terms, follow up with Adjusters on claims status
Added 45 mins ago
B
Commercial Insurance Advisor - IBU Service team
BrokerLink
Saint John, NB · Oromocto, NB · Moncton, NB
- Full-time
At BrokerLink, we value diversity and are committed to creating an inclusive workplace that inspires each of us to be the best we can be. Join our team and make a difference!
Added 45 mins ago
B
Commercial Account Manager
BrokerLink
Windsor, ON · Sarnia, ON · Chatham-Kent, ON
- Full-time
Communicate with Insurance companies, negotiate with underwriters on customers behalf, negotiate renewal of terms, follow up with Adjusters on claims status
Added 45 mins ago
B
Account Manager II
BrokerLink
Calgary, AB
- Full-time
Communicate with Insurance companies, negotiate with underwriters on customers behalf, negotiate renewal of terms, follow up with Adjusters on claims status
Added 45 mins ago
Operational Account Manager
DSV
Brampton, ON
Working knowledge of transportation cargo claims, transportation laws and risk management
Added 1 hour ago
E
VP, Creator Marketing (Health & Financial Services)
Edelman
Toronto, ON
- $130,000 to $180,000 CAD / year
- Full-time
Drive operational rigor and process improvement, particularly around creator vetting, contracting, disclosures, content review and approval workflows, claims and risk management.
Added 1 hour ago
SI
Founding Community & Content Marketing Manager
Strategy Institute
Toronto, ON · Greater Toronto Area, Canada
- Full-time
Wellness can be confusing. Consumers face new products, conflicting advice, emerging science and questionable claims.
Added 1 hour ago
RL
Freight Forwarding Coordinator – Transborder & Automotive
Rhenus Logistics
Mississauga, ON
- Full-time
Manage freight claims and service exceptions in accordance with company procedures.
Added 1 hour ago
Sr Underwriter / Field Underwriter - Commercial Mid-Market, Northern Alberta
Wawanesa Insurance
AB · Calgary, AB · Edmonton, AB (Hybrid), AB
Collaborate with underwriting, business development, loss control, claims, and other internal partners to deliver a consistent broker and member experience.
Added 1 hour ago
Sr Service Specialist
The Canada Life Assurance Company
Toronto, ON
Meeting with clients on a regular basis including to review administrative and claims procedures;
Added 2 hours ago
IF
Actuarial Science and Data Science Intern (Winter 2027)
iA Financial Group
Montreal, QC · Quebec, QC
- Full-time
Analyze and interpret data to address key business challenges such as customer segmentation and claims trends;
Added 2 hours ago
IF
Claims Analyst
iA Financial Group
Vancouver, BC
- Full-time
Are you analytical, detail-oriented, and motivated by the opportunity to support clients when it matters most? As a Claims Analyst with our Special Markets Claims team, you will assess…
Added 2 hours ago
IF
Investigation Advisor - Group Insurance
iA Financial Group
Montreal, QC · Quebec, QC
- Full-time
Reviewing referrals and information received from internal and external sources regarding suspected fraud or abuse related to health and dental claims.
Added 2 hours ago
IF
Administrator
iA Financial Group
Montreal, QC · Quebec, QC
- Full-time
Has experience in administration as well as experience in customer service or claims processing;

Levio

Artificial Intelligence Engineer

Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: Oct 5, 2026

Original job description

The role

We embed engineers directly inside enterprise clients to find, build, and ship AI and agentic systems that reach production and stay there. A Forward Deployed Engineer runs discovery with the customer's own stakeholders, scopes the use cases worth building, then writes and deploys the working system - in the customer's environment, against their data, under their security and governance constraints.

This is a build-with-the-customer role, not an advisory one. You are the person in the codebase and in the room, closing the gap between an ambiguous "we should use AI" and a governed system operators actually trust and use. You own outcomes through real production usage - you do not hand off a slide deck or a prototype and move on.

What you'll do

Run discovery with the customer's business stakeholders and turn open-ended "we should use AI" asks into scoped use cases, ranked by ROI, data readiness, and technical feasibility.
Build and ship production GenAI and agentic systems end to end - retrieval (RAG), agent orchestration and tool/MCP integration, evaluation harnesses, and the surrounding application and data plumbing.
Deploy inside the customer's environment and constraints: their cloud, their security posture, their data governance - not a sandbox you control.
Design for trust - keep business-critical logic (pricing, rules, calculations) in deterministic code paths, build evaluation and human-in-the-loop review, and know when model output is safe to put in front of operators.
Embed and enable: document the system, run walkthroughs, and lift adoption - while owning the system through real production use, not until the demo.
Present architecture, cost, and delivery trade-offs directly to non-technical decision-makers and keep them bought in.

What we require

You ship code now. Recent, hands-on, first-person production work you can walk through line by line - not architecture you directed or reviewed. If your last real commit was two years ago, this isn't the role.
Real engineering fundamentals. You can drop into an unfamiliar codebase, debug code you didn't write, and build the thing when the platform's GUI can't express it and the AI assistant is stuck. Low-code and AI-assisted development are welcome as tools, not as the whole toolbox.
Genuine customer-facing experience. You've been embedded with customers - in their environment, their mess, their competing priorities - and navigated ambiguity and stakeholders with no direct authority. Internal-only product work doesn't demonstrate this.
Demonstrable production GenAI depth. You've built real RAG and/or agentic systems and can explain the mechanics - retrieval strategy, orchestration, tool-calling - and, above all, how you evaluated them and made them safe to trust. A buzzword list is not depth.
Evaluation and guardrail instinct. You keep the stochastic model out of business-critical decisions, and you can prove your AI output is trustworthy rather than hoping it is.
Verifiable. Code we can look at and claims you can substantiate in a live session. A résumé is a starting point, not evidence.
Ownership temperament. You can own a system through production and iteration, inside a team's codebase and discipline - not only build-and-leave proofs of concept.

Strong pluses

Regulated-industry delivery (financial services, insurance, actuarial, wealth, pension) and comfort with its data, privacy, and governance realities - RBAC, audit, PIPEDA/GDPR.
Governed enterprise-AI patterns: human-in-the-loop, confidence thresholds, audit logging, escalation-path design.
Working depth in one or more of LangGraph or comparable agent frameworks, MCP, and AWS Bedrock / Azure OpenAI / GCP - real depth in one beats a shallow tour of all three.
A track record of taking use cases from discovery to production with measurable, defensible outcomes.
Strong written communication and the ability to teach - enablement is part of the job.

What this role is not

Not an architect or advisory seat. You build and deploy; you don't just diagram, cost, and present.
Not a low-code or platform-configuration role. Platforms are means; the job is engineering.
Not prototype-and-handoff. You own outcomes through production, not until the demo works.
Not a solo BD or fractional-consulting arrangement. This is full-contact delivery on a team.

How we evaluate

We weight what you can demonstrate over what's on the page. Come ready to build, and bring specifics.

A live, assistant-off exercise - extend or debug an unfamiliar codebase in front of us. This is the primary signal.
A production deep-dive - walk us through what broke in production, how you found it, and how you knew your AI output was safe to trust.
A discovery role-play - turn an ambiguous stakeholder ask into a scoped, ROI-ranked use case, out loud.
A depth check on your own claims - pick your strongest AI project and go as deep as we push: the graph, the retrieval, the evals, the guardrails.

Fit check

You'll thrive here if:

You'd rather ship a working system in a customer's messy environment than produce the perfect architecture diagram.
You're energized by ambiguity and being the most accountable person in the room.
You treat "the model said so" as the start of the work, not the end.

This isn't for you if:

You've moved into full-time architecture, strategy, or team leadership and don't miss the code.
Your AI experience is mostly demos, courses, or platform configuration.
You want to advise and hand off rather than build and own.

Apply About employer

More about this job

Responsibilities

Lead customer discovery to identify and prioritize AI use cases, then build, deploy, and maintain production GenAI and agentic systems within customer environments and governance constraints. Design evaluations and safeguards, support adoption through documentation and enablement, and communicate technical and delivery trade-offs to decision-makers.

Requirements

Requires recent, hands-on production coding experience, strong engineering and debugging fundamentals, customer-facing delivery experience, and demonstrable depth building and evaluating RAG or agentic systems. Candidates must be able to design trustworthy guardrails, own systems through production iteration, and substantiate their work in practical assessments.

Skills

Production GenAI Engineering
Retrieval-Augmented Generation (RAG)
Agent Orchestration
Tool and MCP Integration
Evaluation Harnesses
Software Engineering
Customer Discovery
Production Deployment
Cloud Platforms
Data Governance
Security and Privacy
Human-in-the-Loop Review
Guardrail Design
Stakeholder Communication
Debugging
System Ownership

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
Agentic Systems
Retrieval-Augmented Generation (RAG)
Agent Orchestration
Tool Calling
Model Context Protocol (MCP)
LangGraph
AWS Bedrock
Azure OpenAI
Google Cloud Platform
Evaluation Harnesses
Human-in-the-Loop
Confidence Thresholds
Audit Logging
Escalation Paths
Cloud Deployment
Data Governance
Role-Based Access Control (RBAC)
PIPEDA
GDPR
Regulated Industries
Production Engineering
Customer Discovery
ROI Prioritization
Security and Privacy
Deterministic Business Logic
Enterprise AI
System Evaluation
Production Monitoring

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