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Added 1 month ago
TU
Data Science & AI Graduate Scheme - Halifax
targetjobs UK
Halifax, NS
- Temporary
A Machine Learning & AI Engineer designing and deploying robust ML systems that bring data science to life through automation, CI/CD, and modern cloud engineering practices.
Added 4 months ago
A
Senior Software Engineer, CMS (Auto Repossession & Remarketing)
AutoScout24
Toronto, Ontario
- Full-time
We’re looking for a Senior Software Engineer who takes end-to-end ownership, thrives in ambiguity, and wants to build systems that matter. This role is central to rethinking and rebuilding…
Added 3 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics Inc.
Remote, Canada
- Full-time
- Remote
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 Inc.
Remote, Canada
- Full-time
- Remote
…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 4 months ago
AP
Observability Engineer
Accommodations Plus International
Markham, ON
- $90,000 to $110,000 CAD / year
…improvement is delivered through scripting, API integration, and Generative AI tooling. The role is focused on leveraging automation to improve teamwork, operational clarity, and…
Added 3 months ago
TH
Senior Backend Software Engineer
Top Hat
Remote, Canada
- Full-time
- Remote
Top Hat is hiring for a Senior Backend Software Engineer on our Aktiv Platform team. This is a great opportunity to drive force behind the technical excellence of our ecosystem. You will…
Added 4 months ago
C
Generative AI Engineer
Codelynks
Cochin, Saskatchewan
- Full-time
…decisions, and create real value for the people they serve. As a Generative AI Engineer, your work goes beyond code. You will develop intelligent systems that solve meaningful problems and…
Added 3 months ago
A
Sales Executive, Azure Consulting Services
Accenture
Toronto, ON · Ottawa, ON · Montreal, QC · Calgary, AB
- Full-time
…relationships with the Azure Cloud Consulting lead, Customer Engineer, Account Executive, and other team members, ensuring that we are showing up as a single, integrated team to our…
Added 4 months ago
R
Senior Product Designer
Relay
Remote, Canada
- Full-time
- Remote
Use both generative and evaluative research to frame problems and validate solutions, collaborating with product and data teams to ground designs in real insights.
Added 4 months ago
V
Product Design Engineer
Viggle
Toronto, Ontario
- $80,000 to $150,000 CAD / year
- Full-time
Viggle AI is a leading generative AI startup backed by top-tier investors, including Andreessen Horowitz (a16z) and Two Small Fish Ventures (TSFV). We are building AI-powered creation tools…
Added 1 month ago
PA
Intermediate Developer, Development and Delivery
Porter Airlines Inc.
Toronto, ON
- Full-time
Innovation (AI-First): Proactively identify opportunities to integrate Generative AI to accelerate modernization and improve operational efficiency and quality.
Added 4 months ago
QA
Senior Data Engineer I - QuantumBlack, AI by McKinsey
QuantumBlack, AI by McKinsey
Toronto, Ontario
- Full-time
…AI systems. You'll lead the integration of machine learning, Generative AI capabilities and agentic frameworks into client solutions, designing MLOps/LLMOps-focused architectures for model…
Added 3 months ago
S1
Forward Deployed Engineer
Signal 1
Toronto, ON
- Full-time
…portfolios. AIMS offers comprehensive oversight of predictive and generative AI applications and introduces guardrails to mitigate downside risks. It sets the standard for Responsible AI in…
Added 3 months ago
C
AVP, Lead AI Engineer
Chubb
Toronto, ON
- Full-time
Develop and integrate generative AI applications, including LLM-based workflows, agents, and retrieval-augmented generation (RAG) solutions
Added 2 months ago
Senior Machine Learning Engineer
Fitch Group
Toronto, ON
Fitch Ratings is seeking a Senior Machine Learning Engineer to join our new AI Innovation teams in Toronto - where we're building the AI-powered future of financial analysis from the ground…
Added 1 month ago
Associate, Data Engineer
BMO
Toronto, ON · FCP
We are seeking a skilled and motivated Data Engineer to join our Data Cognition Team at BMO Capital Markets. In this role, you will design, build, and maintain robust data infrastructure…
Added 5 months ago
A
Senior Software Engineer, CMS (Auto Repossession & Remarketing)
AutoTrader.ca
Toronto, Ontario
- Full-time
We’re looking for a Senior Software Engineer who takes end-to-end ownership, thrives in ambiguity, and wants to build systems that matter. This role is central to rethinking and rebuilding…
Added 5 months ago
A
Senior Software Engineer, Tech Transformation
AutoTrader.ca
Toronto, Ontario
- Full-time
We’re looking for a Senior Software Engineer, Tech Transformation who takes end-to-end ownership, thrives in ambiguity, and wants to build systems that matter. This role is central to…
Added 3 months ago
B
AI Scientist & Engineer, Assurance Innovation Lab
BDO
London, ON · Toronto, ON · Ottawa, ON · Oakville, ON · Kitchener, ON · Markham, ON · Vancouver, BC
- Full-time
We are looking for an exceptionally skilled, hands-on, and innovation-minded AI Scientist & Engineer to bridge the gap between advanced data science, experimental machine learning, and…
Added 2 months ago
K
Senior Software Engineer, Payments
Kindsight
Canada
- Full-time
…that offer proactive insights and real-time donor intel, and generative AI that creates personalized, meaningful content drafts at scale, Kindsight’s product suite is truly changing the…
Added 1 month ago
AW
Senior Delivery Consultant - Connect and Lex, Amazon Connect Center of Delivery Excellence
Amazon Web Services (AWS)
Toronto, ON
- Full-time
AWS Professional level certifications (e.g., Solutions Architect Professional, DevOps Engineer Professional) preferred
Added 3 months ago
CI
Lead Engineer, Total Fund Management Financing, Public Markets Technology
CPP Investments | Investissements RPC
Toronto, ON
- Full-time
As a Lead Software Engineer, Total Fund Management, Financing, you will provide hands-on technical leadership for the design, development and delivery of modern, cloud-native applications…
Added 3 months ago
S
Senior ML Research Engineer, Virtual Cell
SandboxAQ
Remote, Canada
- $125,800 to $222,000 CAD / year
- Full-time
- Remote
As a Machine Learning Engineer on AQCell, you will build and maintain the models and data infrastructure that power this pipeline. You will work across large, heterogeneous transcriptomic…
Added 2 months ago
AI Engineer
Guidepoint
Toronto, ON
Guidepoint seeks an experienced AI Engineer as an integral member of the Toronto-based AI team. The Toronto Technology Hub serves as the base of our Data/AI/ML team, dedicated to building a…
Added 1 month ago
W
Staff Systems Engineer - Safety Methodologies
Waabi
Toronto, ON
- $200,000 to $256,000 USD / year
- Full-time
…are seeking a passionate and experienced safety or systems engineer to spearhead the development and implementation of critical safety framework methods that underpin our driverless…

Tiger Analytics Inc.

Forward Deployed Engineer (Generative AI)

Remote, Canada

Remote

Full-time

Apply About employer

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Job details

Job type: Full-time
Workplace: Remote
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.

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.

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 operationalizes Generative AI solutions and LLMs within customer engineering teams across multi-cloud environments. They are responsible for developing intelligent agents and building streaming data pipelines to bridge the gap between AI research and production infrastructure.

Requirements

Candidates must possess mastery of Vertex AI, advanced proficiency in Python and SQL, and experience with Google Cloud infrastructure. Strong consultative skills are required to translate business goals into technical architectures and collaborate with stakeholders.

Skills

Generative AI
Vertex AI
Large Language Models
Python
SQL
BigQuery
Cloud Infrastructure
ML Engineering
Agentic Design
Data Pipelines
Vector Engines
Model Tuning
Multi-cloud Deployment
Data Preprocessing
Technical Architecture
Consultative Communication

Remote locations

Canada

Remote locations (standardized)

Canada

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
LLM
Vertex AI Agent Builder
ADK
MCP Toolbox
BigQuery
Spanner
Dataflow
RunInference API
AlloyDB
Google Cloud Platform
AWS
Azure
Model Garden
Vertex AI Pipelines
Feature Engineering
Vector Engines
Machine Learning
Data Science
Advanced Analytics
Cloud Infrastructure
Agentic Architectures
Stateful Real-time Processing
MLOps
Consulting
Enterprise AI

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