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Added 2 months ago
Lead Machine Learning Engineer - AI Innovation Teams
Fitch Group
Toronto, ON
Fitch Ratings is seeking a Lead Machine Learning Engineer to join our new AI Innovation teams in Toronto - a bold initiative building the AI-powered future of financial analysis. We're not…
Added 2 months ago
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Senior Design Verification Engineer
Cognichip
Toronto, ON
- $150,000 to $180,000 CAD / year
- Full-time
We operate on a hybrid schedule with four days in office, one day remote
Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
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…
Added 2 months ago
Physical AI Engineer
EY
Toronto, ON
This is a hands-on engineering role at the intersection of robotics, machine learning, computer vision, multimodal AI, agentic AI, and software engineering. The successful candidate will…
Added 2 months ago
HC
Co-op Engineer - Machine Learning and AI Infrastructure
Huawei Canada
Markham, ON
- Full-time
Basic understanding of machine learning and modern AI systems.
Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics Inc.
Remote, Canada
- Full-time
- Remote
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…
Added 2 months ago
M(
Senior Applied Machine Learning Engineer - Asset Intelligence
MaintainX (An Autodesk Company)
Remote, Canada
- $123,000 to $180,000 CAD / year
- Full-time
- Remote
We are seeking a highly skilled and motivated Senior Applied Machine Learning Developer to guide the technical direction and architecture of our Predictive Maintenance and Asset…
Added 2 months ago
W
Principal AI Engineer
Workday
Vancouver, BC · Canada, BC, Vancouver
- Full-time
…cross-functional AI teams that bring together product leaders, machine learning engineers, and full-stack builders to create intelligent agents used by millions of people every day. This is…
Added 2 months ago
Lead Software Engineer, Full-Stack Applications - Innovation Teams
Fitch Group
Toronto, ON
Fitch Ratings is seeking a Lead Software Engineer to join our Innovation teams in Toronto - a greenfield initiative at the forefront of how AI will transform financial analysis. This isn't…
Added 2 months ago
Senior, AI & Data Science
Artefact North America
Montreal, QC
Cloud certifications, especially Google Cloud Professional Machine Learning Engineer.
Added 2 months ago
Senior, AI & Data Science
Welcome to the Jungle
Montreal, QC
Cloud certifications, especially Google Cloud Professional Machine Learning Engineer.
Added 3 months ago
PA
AI Modeling Engineer
Palona AI
Toronto, ON
- Full-time
Strong machine learning foundations and hands-on experience developing or evaluating production AI systems
Added 3 months ago
SA
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 3 months ago
B
Software Engineer - Observability
Baseten
Montreal, QC
- $165,000 to $330,000 CAD / 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 2 months ago
S
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 3 months ago
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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 3 months ago
W
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 3 months ago
PA
AI Modeling Engineer
Palona AI
Toronto, ON
- Full-time
Strong machine learning foundations and hands-on experience developing or evaluating production AI systems.
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
HT
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 3 months ago
IC
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…
Added 3 months ago
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Investigations Engineer - Toronto
GPTZero
Remote, Canada
- $140,000 to $230,000 CAD / year
- Full-time
- Remote
Craft machine learning ranking and classification systems to detect documents that have fabrications using LLMs.
Added 2 months ago
Machine Learning Engineer, Safety and Customer Care AI
Lyft
Toronto, ON
Lyft considers working in the office at least 3 days per week to be an es
Added 4 months ago
M
Applied AI, Forward Deployed Machine Learning Engineer
Mistral
Montreal, Quebec
- Full-time
You have deep understanding of concepts and algorithms underlying machine learning and LLMs
Added 4 months ago
B
Software Engineer - GPU Networking & Distributed Systems
Baseten
Montreal, Quebec
- $165,000 to $330,000 CAD / 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…

Tiger Analytics

Forward Deployed Engineer (Generative AI)

Canada

Full-time

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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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Jobs in Canada