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Added 18 days ago
Backend Software Product Developer, Ops Planning
HelloFresh
Toronto, ON
Technical Skills: Proficiency in back-end technologies and programming languages (e.g., Python, SQL, Go) and a deep understanding of distributed systems and microservices architecture.
Added 1 month ago
Senior Data Engineer
CarePartners
London, ON · Waterloo, ON
Full-time
The Senior Data Engineer is responsible for the design, governance, and ongoing evolution of the organization's enterprise data environment. This role provides leadership in data…
Added 1 month ago
AI and Automation Software Engineer
AMD
Markham, ON
$187,200 to $280,800 USD / year
Full-time
The AMD NBIO Team is on the lookout for a seasoned Software Engineer to lead our AI and Automation innovation. As a key contributor to the success of AMD’s IP, you will be leading the…
Added 19 days ago
Senior GenAI Engineer/Lead
Capgemini
Montreal, QC
Data Infrastructure: Experience with Vector Databases (ChromaDB, Pinecone, Milvus) and SQL/NoSQL.
Added 19 days ago
Senior Manager, Data Engineer, Applied AI Data Ingestion & Integration
BMO
Toronto, ON · FCP
Full-time
Strong proficiency in SQL, Python, or similar, and experience workin
Added 1 month ago
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
Full-time
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…
Added 1 month ago
Senior MLOps Engineer | Ingénieur·e MLOps senior
Jesta I.S.
Montreal, QC
Full-time
Deploy secure React and Python ML applications across AWS and Azure using private networking, MFA, RBAC, encryption, and least-privilege access.
Added 13 days ago
Senior Software Engineer
Morningstar
Toronto, ON
Full-time
As a Senior Software Engineer, you will work closely with product owners, engineering teams, and technical leads on our next generation data feed platform. This role is primarily focused on…
Added 1 month ago
Lead Engineer
LanceSoft, Inc.
Montreal, QC · Greater Montreal Metropolitan Area
Contract
Experience with scripting or development languages such as Python, JavaScript, Java, C#, PowerShell, shell scripting, SQL, or similar technologies.
Added 1 month ago
Software Engineer AI - Multiple Levels
Diligent Corporation
Vancouver, BC
As a Software Engineer on Diligent's Platform AI team, you'll help design, build, and operate the core services that power AI-driven capabilities across Diligent's global product suite.…
Added 1 month ago
Senior Java Engineer
RE Partners
Mississauga, ON
We are seeking an experienced, hands-on Senior Java Engineer to join a newly established Deployment Security and Software Reliability Engineering team supporting one of the world’s largest…
Added 1 month ago
Senior Solutions Principal
Dell Technologies
Toronto, ON
Full-time
· Strong SQL skills for analytical queries, performance tuning, and data modeling (star/snowflake schemas, dimensional modeling, partitioning, clustering).
Added 1 month ago
Data Solutions Architect
Allied
Toronto, ON
Full-time
Evaluate and implement modern data tools that fit our Microsoft-centric ecosystem while remaining open to complementary solutions (e.g., AWS services, Amazon QuickSight) when they offer…
Added 1 month ago
SDET III (IC3) - Software Engineer in Test III
Emburse
Toronto, ON
Full-time
Emburse is seeking a skilled and detail-oriented Software Development Engineer in Test (SDET) to join our engineering team. In this role, you will bridge the gap between software…
Added 1 month ago
Senior SDET (IC4) - Senior Software Engineer in Test
Emburse
Toronto, ON
Full-time
Emburse is seeking a skilled and detail-oriented Senior Software Development Engineer in Test (SDET) to join our engineering team. In this role, you will bridge the gap between software…
Added 1 month ago
Senior Machine Learning Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
Full-time
Thomson Reuters is seeking a Senior Machine Learning Engineer who will create the machine learning solutions development and technical implementation including configuration and integration…
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…
Added 2 months ago
Software Engineer
Magnet Forensics
Canada
Full-time
We're looking for Software Engineers to join our team and help build Magnet One - a cloud-based platform that brings together digital forensic tools, case management, evidence storage, and…
Added 2 months ago
Staff Software Engineer
Ritchie Bros.
Vancouver, BC
Full-time
We are seeking a highly skilled Staff Software Engineer to join our Data Engineering team. In this senior technical leadership role, you will drive the architecture, design, and evolution…
Added 1 month ago
Investigations Engineer - Toronto
GPTZero
Remote, Canada
$140,000 to $230,000 CAD / year
Full-time · Remote
Our team comes from high-performing engineering cultures, including Meta, Perplexity, AWS, Affirm, and leading AI research labs, including Princeton, Caltech, and Vector Institute.
Added 1 month ago
Data Engineer II, Alexa Audio
Amazon
Vancouver, BC
Join our Alexa Audio Data and Insights team as a Data Engineer, and lead futuristic big data initiatives that will shape the next generation of intelligent, conversational experiences. In…
Added 1 month ago
Staff Engineer - Experimentation Platform
Faire
Toronto, ON · Kitchener, ON
Select technologies we use and teach: AWS, Snowflake, Airflow, Spark, Python, Kotlin.
Added 1 month ago
Stagiaire en Développement Cloud, Intern Cloud Developer – FCAP
Autodesk
Montreal, QC
Full-time
Posséder une expérience en développement logiciel backend ou orienté objet, de préférence avec Java ou un langage similaire (Kotlin, C#, Python ou Go).
Added 1 month ago
Software Engineer – Margin Technology - Officer
Citi
Mississauga, ON
Full-time
Engineer the future of global finance. At Citi, our Tech team doesn’t just support finance – we are helping to redefine it. Every day, $5 trillion crosses through our network. We do…
Added 1 month ago
Senior Data Engineer
Euna Solutions
ON · Oakville, Ontario
Full-time
Strong SQL and Python, and comfort with transformation tooling such as dbt.

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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