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Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
AI Solution Deployment: Deploy, fine-tune, and optimize large-scale Gen AI models and LLM orchestration frameworks within customer cloud environments
Added 1 month ago
PC
Salesforce Technical Manager
Pwc Canada
Toronto, ON · Vancouver, BC
- Full-time
Lead technical delivery teams of 5-10 developers on complex Salesforce implementations and architect end-to-end solutions - from data model design to integration patterns to AI agent…
Added 2 months ago
SJ
Software Engineer, Applied AI
St. Joseph Communications
Toronto, ON
- $110,000 to $130,000 CAD / year
Architect well: Evaluate and select the right tools, LLMs, and platforms (Claude, Bedrock, OpenAI, n8n, Zapier, etc.) for each use case within budget, and design agent systems that are…
Added 2 months ago
S
Solutions Architect
Shakudo
Toronto, ON
- Full-time
We are seeking a Solution Architect to join our Stack team and serve as the technical anchor for our customers - understanding their data and AI infrastructure challenges, architecting…
Added 2 months ago
AN
Senior/Lead Software Engineer, Layer1
Arista Networks
Vancouver, BC
- Full-time
Architect, design and manage the development of these features.
Added 1 month ago
MN
Solutions Architect
Modern Niagara
Hamilton, ON · Vaughan, ON
- Full-time
The Solution Architect leads the design, implementation, and continuous improvement of enterprise business systems that support Finance, Supply Chain, Operations, Manufacturing, and Project…
Added 2 months ago
C
Solution Architect
CPKC
Calgary, AB
- Full-time
The Solution Architect is responsible for designing and advancing enterprise technology solutions that enable business growth, operational efficiency, and exceptional customer experiences.…
Added 2 months ago
LH
Solutions Architect
LGI Healthcare Solutions
Montreal, QC
- Full-time
The role spans the full client lifecycle. During the bid and pre-sales stages, the Solutions Architect defines the target architecture and technical requirements, evaluates total cost of…
Added 1 month ago
F
Intermediate Architect
Fluor
Calgary, AB
- Full-time
Apply cost competitive execution techniques to develop the most cost-effective total project solution for the discipline engineering work
Added 1 month ago
AI and Data - Data Architect (Databricks)
EY
Toronto, ON
We are seeking a Manager/ Data Architect for our AI & Data practice team. We are looking for a candidate with strong technical leadership background, hands experience with Data Bricks,…
Added 1 month ago
D
Senior Product Engineer II - Frontend
Docebo
Remote, Canada
- $123,400 to $164,500 CAD / year
- Full-time
- Remote
Architect the Experience: Drive complex, multi-sprint frontend initiatives, defining scalable component architecture, state management, integration patterns, and technical direction.
Added 1 month ago
D
Senior Product Engineer II - Fullstack
Docebo
Remote, Canada
- $123,400 to $164,500 CAD / year
- Full-time
- Remote
…dependencies by taking responsibility for the complete technical…
Added 1 month ago
A
Tech Data Delivery Lead
Accenture
Toronto, ON
- Full-time
…the morning and a technical design review with a client Chief Architect in the afternoon and be equally credible in both rooms. As a Technology Delivery Lead within our AI-Ready Data tower,…
Added 1 month ago
Infrastructure and Identity Architect
Lantern
Calgary, AB · Edmonton, AB · Vancouver, BC · Toronto, ON
The primary objective of this role is to architect and solution AI Azure platforms for our clients. You are expected to operate with a high degree of autonomy: scoping work from…
Added 1 month ago
GenAI Architect
Lantern
Calgary, AB · Edmonton, AB · Vancouver, BC · Toronto, ON
We are seeking a visionary Architect with deep expertise in Generative AI to lead the design and delivery of intelligent solutions using the Microsoft Azure AI stack. You will work closely…
Added 1 month ago
Business Development Representative, Amazon Key
Amazon
Vancouver, BC · Toronto, ON
- Collaborate closely with customers to understand their delivery and access control needs, and position Amazon Key as the premier solution
Added 2 months ago
CG
Senior Systems Architect/Embedded Firmware Lead
Calian Group
Ottawa, ON
- Full-time
We are looking for an enthusiastic and self-motivated embedded code developer and system architect to join our embedded design team in Ottawa. This candidate will have the primary task of…
Added 2 months ago
TH
Senior Technical Project Manager - Cybersecurity
TELUS Health
Toronto, ON
- Full-time
10+ years in IT project management or solution architecture for enterprise or government platforms
Added 2 months ago
JG
Business Analyst
J&M Group
Toronto, ON
- Full-time
Developer/solution engineer/architect background"
Added 2 months ago
C
Senior SAP MM Consultant
CGI
Toronto, ON
- Full-time
 Lead Architectural Design: Lead workshops to architect MM/IM solutions, producing detailed design documents and functional specifications.
Added 1 month ago
Senior Solution Architect
AOT Technologies
Victoria, BC
Are you the kind of architect who can move fluidly between enterprise strategy and solution-level detail without losing sight of either?
Added 2 months ago
Director, Solutions Architecture - Enterprise Architecture
Fitch Group
Toronto, ON
Be the Architect Engineers Call First: Provide direct architecture guidance to the engineering squads in your line of business - solution design, trade-off analysis, pattern selection - in…
Added 2 months ago
JG
IVR / Contact Centre Solution Architect
J&M Group
Toronto, ON
- Full-time
Added 2 months ago
O
Director-Data Engineering
OnX
Toronto, ON · Greater Toronto Area, Canada
- Full-time
Architect, design, and govern robust, secure, and scalable cloud solutions with AWS as the primary platform; working knowledge of Azure and/or GCP to support clients with multi-cloud…
Added 2 months ago
MG
Technology Specialist / Developer
Maplesoft Group, an SEB Company
Ottawa, ON
- Contract
We are seeking a Senior Salesforce Developer and Architect with a minimum of 6 years of practical Salesforce solution delivery experience across medium to large-scale, complex Salesforce…

Tiger Analytics

Forward Deployed Engineer (Generative AI)

Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: Aug 25, 2026

Original job description

Tiger Analytics is looking for experienced Forward Deployed Engineer (Generative AI) with Gen AI experience to join our fast-growing advanced analytics consulting firm. Our employees bring deep expertise in Machine Learning, Data Science, and AI. We are the trusted analytics partner for multiple Fortune 500 companies, enabling them to generate business value from data. Our business value and leadership has been recognized by various market research firms, including Forrester and Gartner.

We are looking for top-notch talent as we continue to build the best global analytics consulting team in the world.

Role Overview

The Forward Deployed Engineer (FDE) drives the on-site deployment, integration, and scaling of our enterprise Generative AI solutions. This role embeds directly within customer engineering teams to operationalize Large Language Models (LLMs) and retrieval systems across Google Cloud Platform(GCP).. You will bridge the gap between AI research and production-grade cloud infrastructure.

You will collaborate with cross-functional teams and business partners and will have the opportunity to drive current and future strategy by leveraging your analytical skills as you ensure business value and communicate the results.

Requirements

Technical Requirements

GCP & Vertex AI Architecture: Advanced knowledge of Vertex AI primitives, including Vertex AI Studio, Model Registry, Endpoint deployment, Vertex AI Pipelines (Kubeflow), and Vertex AI Vector Search
AI Frameworks: Hands-on experience with LLM orchestration tools (LangChain, LlamaIndex, AutoGen) and deep learning frameworks (PyTorch, Hugging Face) optimized for GCP infrastructure
Vector Databases: Production experience setting up, optimizing, and querying Vertex AI Vector Search, or managed vector stores like Milvus, Pinecone, and pgvector (Cloud SQL/Spanner)
Model Operations (LLMOps): Proficiency in model serving frameworks (vLLM, TGI, Triton Inference Server) deployed via Vertex AI or GKE, alongside robust automated model evaluation pipelines
Containers & Kubernetes: Deep expertise in Google Kubernetes Engine (GKE) for managing GPU/TPU workloads, autoscaling, and scheduling
IaC & Automation: Mastery of Terraform to provision secure, complex GCP environments, IAM roles, and Vertex AI resources
Programming: Strong coding skills in Python (preferred) or Go, with an emphasis on writing clean, concurrent code and utilizing the Google Cloud SDK

Key Responsibilities-

AI Solution Deployment: Deploy, fine-tune, and optimize large-scale Gen AI models and LLM orchestration frameworks within customer cloud environments
Infrastructure Engineering: Architect scalable infrastructure for AI workloads utilizing GPU/TPU orchestration, high-performance storage, and low-latency networking
Data & Retrieval Pipelines: Design and implement high-throughput data ingestion pipelines and Vector Database architectures for Retrieval-Augmented Generation (RAG)
Technical Advocacy: Act as the primary technical consultant, guiding enterprise clients through AI safety, prompt engineering patterns, and inference cost optimization
Product Collaboration: Feed edge-case deployment insights back to core AI research and platform engineering teams to improve product robustness

Soft Skills-

AI Consultation: Ability to manage customer expectations around LLM non-determinism, hallucinations, and performance trade-offs
Rapid Adaptability: Passion for keeping pace with the weekly advancements in the Generative AI landscape
Critical Debugging: Exceptional skill in isolating errors across complex software layers, from GPU drivers up to prompt engineering logic
Mobility: Willingness to travel to client sites to lead high-stakes, on-site deployment sprints

Benefits

This position offers an excellent opportunity for significant career development in a fast-growing and challenging entrepreneurial environment with a high degree of individual responsibility.

Tiger Analytics provides equal employment opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity/expression, pregnancy, national origin, ancestry, marital status, protected veteran status, disability status, or any other basis as protected by federal, state, or local law.

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More about this job

Responsibilities

The role focuses on the on-site deployment, integration, and scaling of enterprise Generative AI solutions within customer environments. It involves bridging the gap between AI research and production-grade cloud infrastructure on GCP.

Requirements

Candidates need advanced expertise in GCP Vertex AI, LLM orchestration tools, and containerization via GKE. Strong proficiency in Python and Infrastructure as Code using Terraform is required.

Skills

Generative AI
Vertex AI
LLM Orchestration
Python
Google Kubernetes Engine
Terraform
Vector Databases
LLMOps
PyTorch
Hugging Face
LangChain
LlamaIndex
RAG
GCP
Model Fine-tuning
Cloud Infrastructure

Benefits

Career Development

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
LLM
Vertex AI
GCP
LangChain
LlamaIndex
AutoGen
PyTorch
Hugging Face
Milvus
Pinecone
Pgvector
vLLM
Triton Inference Server
GKE
Terraform
Python
Go
RAG
LLMOps
Kubeflow
GPU
TPU
Prompt Engineering
Cloud SDK
Data Science
Machine Learning
Advanced Analytics
Consulting
Vector Search

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