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Added 2 months ago
PA
AI Modeling Engineer
Palona AI
Toronto, ON
- Full-time
We are looking for an applied AI Modeling Engineer to improve the intelligence, accuracy, safety, latency, and cost of Palona’s voice and multimodal agents. You will own problems across…
Added 2 months ago
Senior Full Stack API Engineer
Questrade Financial Group
Toronto, ON
We’re looking for our next Senior Fullstack API Engineer. Could It Be You?
Added 3 months ago
L
Sr. Staff Physical Design Engineer
Lightmatter
Toronto, ON
- Full-time
We are seeking a highly skilled Senior Physical Design Engineer to work on the implementation of complex digital blocks. In this role, you will leverage your expertise in advanced process…
Added 3 months ago
EA
Machine Learning Engineer
exacare ai
Canada
- Full-time
We are seeking a highly adaptable, creative, and well-rounded Machine Learning Engineer to join our team. You will own the end-to-end ML lifecycle, from dataset creation and foundational…
Added 2 months ago
Ingénieur DevOps / DevOps Engineer
mthree
Montreal, QC
Added 1 month ago
Staff Security Engineer
Forma.ai
Toronto, ON
As a Staff Security Engineer, you will be a hands-on technical leader strengthening security across Forma's application, cloud infrastructure, development lifecycle, internal systems, and…
Added 2 months ago
W
Senior AI Engineer - Evisort AI
Workday
Vancouver, BC · Toronto, ON · Canada, BC, Vancouver
- Full-time
As a Senior AI Engineer, your primary focus will be building AI features and intelligent agents specifically for the Contract Lifecycle Management (CLM) domain, though you will also be…
Added 3 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
Tiger Analytics is looking for experienced Forward Deployment Engineer (Generative AI) with Gen AI experience to join our fast-growing advanced analytics consulting firm. Our employees…
Added 3 months ago
TA
Gen AI Engineer
Tiger Analytics
Canada
- Full-time
…Everest, ISG, and others.We are looking for a highly skilled AI Engineer with 7+ years of experience in software engineering, with a heavy focus on Python, AWS infrastructure, and…
Added 2 months ago
H(
Sr. Cloud Platform Engineer
HOOPP (Healthcare of Ontario Pension Plan)
Toronto, ON · CA ON Toronto
- $103,000 to $153,000 CAD / year
- Full-time
Hands-on experience developing and maintaining automation solutions using Bash, PowerShell, and Python to automate cloud platform administration, standardize infrastructure operations, and…
Added 2 months ago
H(
Sr. Cloud Platform Engineer (Network and Cloud Operations)
HOOPP (Healthcare of Ontario Pension Plan)
Toronto, ON · CA ON Toronto
- $103,000 to $153,000 CAD / year
- Full-time
Reporting to the Sr. Manager, Cloud Platform, the Sr. Cloud Platform Engineer will be responsible for designing, maintaining and supporting cloud infrastructure and operations for HOOPP’s…
Added 2 months ago
CS
Senior DevOps Engineer
Canadian Solar Inc.
Kitchener, ON
- Full-time
We are seeking a talented Sr DevOps Engineer to join our dynamic team and contribute to the delivery of on-site and cloud-based Energy Management System (EMS) for utility grade systems. The…
Added 2 months ago
JI
Senior MLOps Engineer | Ingénieur·e MLOps senior
Jesta I.S.
Montreal, QC
- Full-time
…spans ERP and cloud platforms, and our engineering culture is hands-on, pragmatic, and…
Added 3 months ago
LI
Lead Engineer
LanceSoft, Inc.
Montreal, QC · Greater Montreal Metropolitan Area
- Contract
…engineering leader who is comfortable operating at both strategic and hands-on levels. They should be able to design secure and scalable solutions, guide implementation, troubleshoot…
Added 1 month ago
Senior Machine Learning Engineer, Growth
HelloFresh
Toronto, ON
We are seeking a Senior Machine Learning Engineer to join the Growth Tech Alliance. In this role, you will architect and deploy the robust infrastructure behind our intelligent marketing…
Added 2 months ago
A
Senior Principal Engineer
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
- Full-time
GET Engineering is seeking an experienced Senior Principal Engineer – AI and Engineering Excellence to lead the technical strategy and evolution of our cloud platform, developer experience,…
Added 3 months ago
VH
Senior Engineering Manager, Software
Verto Health
Remote, Canada
- $150,000 to $200,000 CAD / year
- Full-time
- Remote
Hands-on across a modern stack (Python, Ruby, JavaScript/TypeScript) and frameworks (Rails, Flask, Angular, Vue.js).
Added 3 months ago
C
Staff Software Engineer
Clutch
Toronto, ON
- $205,000 USD / year
- Full-time
Our engineers don't just write code, they own outcomes. As a Staff Engineer, you'll extend that ownership beyond your own projects, working across teams to raise the technical bar, shape…
Added 2 months ago
DT
Senior Solutions Principal
Dell Technologies
Toronto, ON
- Full-time
· Hands-on experience with at least one major cloud data platform (e.g., Snowflake, Databricks, BigQuery, Redshift, Cloudera, Synapse, or similar).
Added 2 months ago
TD
Technology Consultant
TELUS Digital
Remote, Canada
- $84,000 to $105,000 CAD / year
- Full-time
- Remote
Recognized for your strong foundation in telecom engineering and network operations, combined with hands-on automation experience.
Added 3 months ago
A
Data Solutions Architect
Allied
Toronto, ON
- Full-time
Added 3 months ago
M
RevOps & GTM Engineer
Mycroft
Toronto, ON
- $70,000 to $120,000 CAD / year
- Full-time
We're looking for a GTM Engineer to build the systems and infrastructure that power how we sell and grow. This is a foundational hire - you won't just be configuring tools, you'll be…
Added 3 months ago
R
AI Solutions Architect (Senior and Principal)
RAVL
Toronto, ON
- Full-time
We're looking for an experienced AI Solutions Engineer to help our financial services clients turn ambitious AI ideas into secure, scalable, production-ready solutions.
Added 3 months ago
MI
Lead Backend Developer
Movable Ink
Toronto, ON
- Full-time
We’re looking for a Lead Software Engineer to join our team in a backend developer role.This is a hands-on technical leadership role for someone who thrives at the intersection of…
Added 3 months ago
AC
Sr Guidewire Developer -PolicyCenter
Aviva Canada
Markham, ON
- Full-time
Read code in other languages and reverse engineer products.

Tiger Analytics

Forward Deployed Engineer (Generative AI)

Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
Posting language: English
Posted: Jul 24, 2026

Original job description

Tiger Analytics is looking for experienced Forward Deployment 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 Deployment 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 multi-cloud environments (AWS, Azure, 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

Agentic Design & Implementation

Develop intelligent agents using Vertex AI Agent Builder to automate complex

business workflows.

Leverage the Agent Developer Kit (ADK) to build and manage multi-agent systems

that collaborate to solve end-to-end business challenges.

Implement tools like MCP (Model Context Protocol) Toolbox to securely connect

agents to enterprise databases like BigQuery and Spanner.

AI on Data Strategy

Utilize Vertex AI for model training, tuning, and deployment, ensuring seamless

integration with BigQuery for feature engineering.

Build and optimize streaming data pipelines (e.g., via Dataflow) to execute

real-time inference using RunInference API or Vertex AI endpoints.

Ground AI models in live business context using vector engines within BigQuery or

AlloyDB to eliminate "AI amnesia".

Operational Excellence (Soft Skills)

Active Participation: Show up promptly for all internal and client-facing meetings
Transparent Communication: Provide regular, structured status updates to team

members and stakeholders regarding project milestones and technical blockers.

Proactive Collaboration: Demonstrate the ability to ask for help when facing

technical hurdles and contribute to a collaborative troubleshooting environment.

Consultative Approach: Navigate corporate environments to translate high-level

business goals into robust technical architectures.

Technical Qualifications

Vertex AI Mastery: Proven experience with Model Garden, Vertex AI Pipelines, and

model evaluation.

Data Proficiency: Advanced knowledge of SQL for BigQuery, Python for ML

engineering, and data preprocessing techniques (scaling, encoding, imputation).

Cloud Infrastructure: Hands-on experience with Google Cloud Storage and Vertex

AI endpoints.

Emerging Tech: Familiarity with stateful real-time processing and the latest

innovations in agentic architectures.

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 Forward Deployment Engineer drives the on-site deployment, integration, and scaling of enterprise Generative AI solutions within customer environments. This role involves bridging the gap between AI research and production-grade cloud infrastructure while collaborating with cross-functional teams to ensure business value.

Requirements

Candidates must have expertise in agentic design using Vertex AI and experience implementing multi-agent systems and real-time data pipelines. Technical proficiency in Python, SQL, and Google Cloud Platform infrastructure is required to operationalize LLMs.

Skills

Generative AI
Large Language Models
Vertex AI
Agentic Design
Python
SQL
Machine Learning
Data Science
Cloud Infrastructure
Google Cloud Platform
BigQuery
Dataflow
Vector Engines
Multi-agent Systems
Model Evaluation
ML Engineering

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
LLM
Vertex AI
Agentic Design
Model Context Protocol
BigQuery
Spanner
Dataflow
AlloyDB
Python
SQL
Machine Learning
Cloud Infrastructure
AWS
Azure
GCP
Vector Engines
ML Engineering
Data Science
Real-time Inference
Model Garden
Vertex AI Pipelines

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