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Added 2 months 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 3 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 2 months 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…
Added 2 months ago
Cybersecurity - Cloud Security - Senior Consultant
EY
Edmonton, AB · Vancouver, BC · Toronto, ON · Montreal, QC · AB · Calgary, AB
…certifications such as CCSK, CCSP, Azure Security Engineer, Azure Solution Architect Expert, AWS Solution Architect…
Added 2 months ago
A
Systems Engineer (Forward Deployed)
ANVIL
Ottawa, ON
- Full-time
Working closely with defence contractors, military personnel, and technical authorities, you will architect and deploy foundational infrastructure, implement secure containerized…
Added 5 months ago
K
Manager, Data Platform(s) Architect, Data & AI
KPMG
Calgary, AB · Vancouver, BC
- Full-time
Architect and develop overall end-to-end design of data and analytics solutions across Data Lakes, Data Warehouses, Data Lakehouses, pipelines on modern data platforms such as Microsoft…
Added 4 months ago
K
Senior Manager/Director, Google Gemini Enterprise - Data & AI
KPMG
ON · Toronto, Ontario
- Full-time
Architect end-to-end Gemini Enterprise solutions, covering data integration & grounding, agentic workflows, and security/compliance frameworks
Added 2 months ago
S
AI Engineer
Sanofi
Toronto, ON
- Full-time
Architect and implement Retrieval-Augmented Generation (RAG) solutions, multi-agent systems, and AI copilots leveraging enterprise data and knowledge assets
Added 3 months ago
TH
Solutions Architect - Retirement & Benefits Solutions
TELUS Health
Toronto, ON
- Full-time
Join TELUS Health's Retirement & Benefits Solutions (RBS) team as a Solutions Architect, where you'll be the technical and strategic bridge between our sales team and some of Canada's…
Added 2 months ago
UG
Chief Architect - Data Engineering (Databricks Practice)
Unison Group
Toronto, ON
- Full-time
We are building a fast-growing Databricks practice delivering enterprise data and AI solutions across APAC. As Lead Solution Architect - Data Engineering, you will be the technical anchor…
Added 2 months ago
Z
Associate LLM Engineer (Forward Deployment)
ZS
Toronto, ON
- Full-time
We are seeking a highly skilled LLM Engineer with 1-4 years of experience in software development and 1-2 years in LLM solution development,. The ideal candidate will have strong experience…
Added 2 months ago
T
AI Account Director
TheAppLabb
ON · Toronto, Ontario
- Full-time
Solution shaping. Frame the client problem and the commercial case. Our AI and consulting leads design the solution; you own the narrative, the value case, and the fit.
Added 2 months ago
GD
Solutions Engineering, IT
General Dynamics Missions System International
Ottawa, ON
- $100,000 to $140,000 CAD / year
- Full-time
This role reports to the Enterprise Architect and will work closely with business, engineering, data, security, storage and architecture teams, the role will translate functional…
Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics Inc.
Remote, Canada
- Full-time
- Remote
AI Solution Deployment: Deploy, fine-tune, and optimize large-scale Gen AI models and LLM orchestration frameworks within customer cloud environments.
Added 2 months ago
C
Senior Security Architect / Cybersecurity Architect
CGI
Dartmouth, NS
- Full-time
CGI is seeking an experienced Senior Security Architect to provide cybersecurity architecture, design and technical leadership. The successful candidate will define secure solution…
Added 2 months ago
PG
Sales Solution Lead - Payments & RTR
Peoples Group
Vancouver, BC · Toronto, ON · AB
- Full-time
Are you a Sales Engineer, Solutions Consultant, Business Systems Analyst, or Solutions Architect with a background in Payments and instant payment systems? Do you excel in client-facing…
Added 2 months ago
A
Digital - Senior Solution Architect/ Solution Architect, Digital Architecture
Aritzia
Vancouver, BC · Greater Vancouver Metropolitan Area
- Full-time
…exceed the vision and mission of the business. As the Senior Solution Architect / Solution Architect, Digital Architecture, you will support with the design, development, and implementation…
Added 2 months ago
D
SAP Technical Architect
Deloitte
Toronto, ON · Greater Toronto Area, Canada
- Full-time
As the SAP Architect you will be responsible for designing, implementing, and maintaining SAP solutions that align with organizational goals and business processes. This role involves…

Tiger Analytics Inc.

Forward Deployed Engineer (Generative AI)

Remote, Canada

Remote

Full-time

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Job details

Job type: Full-time
Workplace: Remote
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.

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.

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 Forward Deployed Engineer will lead the on-site deployment, integration, and scaling of enterprise Generative AI solutions within customer cloud environments. They will bridge the gap between AI research and production infrastructure by managing LLM orchestration, vector databases, and high-performance cloud resources.

Requirements

Candidates must possess advanced expertise in GCP and Vertex AI architecture, along with hands-on experience in LLM frameworks and container orchestration. Strong programming skills in Python or Go and the ability to act as a technical consultant for enterprise clients are essential.

Skills

Generative AI
Google Cloud Platform
Vertex AI
Large Language Models
Python
Kubernetes
Terraform
LangChain
LlamaIndex
PyTorch
Vector Databases
LLMOps
Data Engineering
Prompt Engineering
Cloud Infrastructure
Machine Learning

Remote locations

Canada

Remote locations (standardized)

Canada

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
Vertex AI
Google Cloud Platform
LLM
Kubernetes
Terraform
Python
Go
LangChain
LlamaIndex
PyTorch
Hugging Face
Vector Search
Milvus
Pinecone
LLMOps
vLLM
Triton Inference Server
GKE
RAG
Data Engineering
Cloud Infrastructure
Machine Learning
Prompt Engineering
Consulting
Analytics
GPU
TPU
Kubeflow
IAM

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