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Added 1 month ago
Senior, AI & Data Science
Artefact North America
Montreal, QC
Cloud certifications, especially Google Cloud Professional Machine Learning Engineer.
Added 1 month ago
AI Engineer
Workday
Vancouver, BC
Full-time
As a Machine Learning Engineer in Agent Factory, you’ll design and build the core ML systems behind Workday’s next generation of AI agents. Working within a small, senior, cross-functional…
Added 26 days ago
AI Engineer (Agentic Workflows)
Protocase Inc./45Drives Ltd.
Kitchener, ON
Full-time
As an AI Engineer (Agentic Workflows) at Protocase, you will design and build applications, automations, and agentic systems on top of existing large language models (LLMs) and foundation…
Added 1 month ago
Senior, AI & Data Science
Welcome to the Jungle
Montreal, QC
Cloud certifications, especially Google Cloud Professional Machine Learning Engineer.
Added 1 month ago
AI Engineer (Agentic Workflows)
Protocase Inc./45Drives Ltd.
NS · Sydney, Nova Scotia
Full-time
As an AI Engineer (Agentic Workflows) at Protocase, you will design and build applications, automations, and agentic systems on top of existing large language models (LLMs) and foundation…
Added 1 month ago
AI Modeling Engineer
Palona AI
Toronto, ON
Full-time
Strong machine learning foundations and hands-on experience developing or evaluating production AI systems
Added 1 month ago
Research Engineer - World Models
Skyfall AI
Toronto, ON
Full-time
We're looking for a Research Engineer (ML) to join our cutting-edge AI research team. This role is ideal for engineers who thrive at the intersection of AI research and scalable software…
Added 1 month ago
Software Engineer - Observability
Baseten
Montreal, QC
$165,000 to $330,000 USD / year
Full-time
…of AI! If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from…
Added 1 month ago
Senior Software Engineer, Full-Stack Applications - Ratings Technology
Fitch Ratings
Toronto, ON
Full-time
Fitch Ratings is seeking a Senior Software Engineer to join our new AI Innovation teams in Toronto - where we're building the AI-powered platforms and applications that will transform…
Added 27 days ago
Software Engineer II - Agentic AI Foundations
Socure
Toronto, ON
$135,000 to $175,000 CAD / year
Full-time
This is a hands-on, zero-to-one team, and you’ll get outsized exposure to how agentic systems are architected and operated in production. You’ll bring strong foundational knowledge of LLMs,…
Added 11 days ago
Lead Software Engineer - Enterprise Applications
Citi
Mississauga, ON
Full-time
2+ years focused on AI software development, LLM‑based solutions, agentic systems, and/or machine learning.
Added 1 month ago
Analyste de données / Data Scientist
Genetec
Montreal, QC
Full-time
Expérience avec les services Azure tels que : Azure Synapse Analytics, Azure Data Factory, Azure Machine Learning, Azure Data Lake Storage
Added 1 month ago
Senior AI Engineer
Workday
Vancouver, BC · Canada, BC, Vancouver
Full-time
7+ years experience as a member of an AI engineer, data science, machine learning engineering, or other relevant software development team building applied machine learning products at…
Added 1 month ago
AI Engineer
Workday
Vancouver, BC · Canada, BC, Vancouver
Full-time
As a Machine Learning Engineer in Agent Factory, you’ll design and build the core ML systems behind Workday’s next generation of AI agents. Working within a small, senior, cross-functional…
Added 1 month ago
Senior AI/ML Engineer (AutoCAD & Civil 3D)
Autodesk
Toronto, ON
Full-time
3+ years of experience in Applied AI, Machine Learning, AI Product Engineering, ML Engineering, or Software Engineering with significant AI/ML responsibilities
Added 1 month ago
ML Engineer
Tigera
Vancouver, BC
…make decisions, call tools, hold credentials, and reach across systems in ways traditional models weren't designed for. The companies running thousands of these agents in production have…
Added 1 month ago
AI/ML Engineer
TC Transcontinental
Mississauga, ON
Full-time
Design and build machine learning and generative AI components that integrate with our data platforms and infrastructure, built for automation, reliability, and operational efficiency.
Added 1 month ago
AI Modeling Engineer
Palona AI
Toronto, ON
Full-time
Strong machine learning foundations and hands-on experience developing or evaluating production AI systems.
Added 1 month ago
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 1 month ago
Senior AI Engineer, Full-Stack - Agent Factory
Workday
Vancouver, BC · Canada, BC, Vancouver
Full-time
…senior, cross-functional pods bring together product leaders, machine learning engineers, UX designers, and full-stack builders to create intelligent agents used by millions of people every…
Added 1 month ago
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 1 month ago
AI/ML Research Engineer, LLM Post-Training & Evaluation
Innodata Inc.
Canada
$110,000 to $240,000 CAD / year
Full-time
Innodata is expanding its team of technical experts in LLM training, post-training, and evaluation systems. As an AI/ML Research Engineer, LLM Training & Evaluation, you will build and…
Added 1 month ago
Principal Cloud Security Engineer
BMO
Toronto, ON · BMOPLACE
Full-time
We are seeking an enthusiastic and passionate professional for a Senior Cloud, AI & Data Security Engineer role who wants to design and implement security solutions for systems and services…
Added 1 month ago
Researcher - Speech & Acoustic AI
Huawei Technologies Canada Co., Ltd.
Markham, ON
Full-time
Founded in 2012, the Noah’s Ark lab has evolved into a prominent research organization with notable achievements in academia and industry. The lab’s mission focuses on advancing artificial…
Added 2 months ago
AI / Machine Learning Engineer
Infoya Career Connect
Toronto, ON · Waterloo, ON
$85,000 to $105,000 CAD / year
Full-time
We are seeking a motivated and innovative AI / Machine Learning Engineer to join our growing engineering team. This role is ideal for recent graduates and early-career professionals who are…

Tiger Analytics

Forward Deployed Engineer (Generative AI)

Canada

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

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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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