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Added 2 months ago
Solutions Architect, AI Systems
Viral Nation Inc.
Canada
Collaborate with Data Engineering and AI teams to keep infrastructure aligned and data quality high as you build.
Added 1 month ago
CRM & IC Manager
Sun Pharmaceutical Industries Ltd
Brampton, ON
Collaborate with data engineering teams to design scalable data models and workflows
Added 2 months ago
Senior Full Stack API Engineer
Questrade Financial Group
Toronto, ON
This is a comprehensive role requiring deep full-stack engineering discipline. You will bridge the gap between frontend user experience (building self-serve developer portals and SDKs) and…
Added 4 months ago
SI
Staff R&D Engineer-17397
Synopsys Inc
Vancouver, BC
- Full-time
Synopsys is the leader in engineering solutions from silicon to systems, helping customers innovate AI-powered products faster through silicon design, IP, simulation, and analysis solutions.
Added 5 months ago
BA
Product Engineer (Pharma)
Basetwo AI
Toronto, ON
- Full-time
This is a highly cross-functional role that combines engineering expertise, customer engagement, data and simulation analysis, and technical problem-solving. You'll work directly with…
Added 3 months ago
C
Guidewire Automation Test Engineer
Cognizant
Toronto, ON
- $70,000 to $90,000 CAD / year
- Full-time
We are seeking a skilled and experienced Guidewire Automation Test Engineer to join our dynamic Quality Engineering team. In this role, you will be responsible for designing, developing,…
Added 3 months ago
A
SoC Data Path Engineer
AMD
Markham, ON
- $120,800 to $181,200 CAD / year
- Full-time
As a SoC Data Path Engineer, you will drive balanced, scalable, and automated solutions. In this high visibility position, your software systems engineering expertise will be necessary…
Added 3 months ago
H
Hydrogeologist - Fort McMurray
Hatfield
Fort McMurray, AB
- Full-time
Experience with data handling and analysis. In particular, a background in Aquarius, R statistics, Python, GIS.
Added 3 months ago
S
Applied AI Lead - Edmonton
Sia
Edmonton, AB
- Full-time
Work directly with client engineering, data, and IT/OT teams to understand system constraints and integration paths
Added 3 months ago
L
Sr. Staff Physical Design Engineer
Lightmatter
Toronto, ON
- Full-time
Lightmatter is leading the revolution in AI data center infrastructure, enabling the next giant leaps in human progress. The company invented the world’s first 3D-stacked photonics engine,…
Added 3 months ago
EA
Machine Learning Engineer
exacare ai
Canada
- Full-time
…including hyperparameter searches, architecture changes, and data variations, using tools like MLflow or Weights &…
Added 2 months ago
Ingénieur DevOps / DevOps Engineer
mthree
Montreal, QC
…l’un de nos clients. L’Ingénieur DevOps intégrera l’équipe Data Protection Dev Squad, qui assure l’intégration des plateformes et outils stratégiques de développement applicatif du client…
Added 2 months ago
M
Senior Software Engineer
Mastercard
Vancouver, BC
- Full-time
Authorization Decisioning combines the power of Mastercard's Decision Management Platform with real-time authorization data to enable intelligent decisioning at scale. The team is focused…
Added 2 months ago
H
Application Support & Automation Analyst (Fixed-Term)
Hitachi
Toronto, ON · (RSBU) Toronto
- Full-time
…support and lead automation delivery across multiple enterprise engineering platforms. The role combines hands-on technical work, including Python-based automation, DXL audit scripting,…
Added 2 months ago
Manager, Software Development - Onboarding Team
AlayaCare
Montreal, QC
Use engineering efficiency data to find where the team is stuck - low adoption, wasted effort, oversized changes, review bottlenecks - and act on it in planning and one-on-ones.
Added 1 month ago
Staff Security Engineer
Forma.ai
Toronto, ON
Security today is shared across Engineering and DevOps. You'll work closely with both teams and have real room to shape how Forma approaches security as we grow. Depending on your interests…
Added 2 months ago
W
Senior AI Engineer - Evisort AI
Workday
Vancouver, BC · Toronto, ON · Canada, BC, Vancouver
- Full-time
…primary deliverable, this is first and foremost a software engineering role requiring deep expertise in backend architecture and distributed systems. You will be responsible for…
Added 2 months ago
P
Embedded Systems Engineer - Capture Systems
Peripheral
Toronto, ON
- Full-time
Peripheral is developing spatial intelligence, starting in live sports and entertainment. Our models generate spatial data, used for advanced sports analytics and immersive media…
Added 2 months ago
BC
Construction Innovation Systems Analyst
Bird Construction
Mississauga, ON
- Full-time
Post-secondary education in Computer Science, Software Engineering, Data Analytics, Information Systems, Business Technology Management, Engineering, Construction Technology, or a related…
Added 2 months ago
CI
AI Engineering Lead (Permanent)
CoreFactor Inc.
Toronto, ON · Downtown Toronto (Toronto Dominion Centre / Design Exchange), Ontario
- Full-time
Stay at the forefront of academic and industry advancements in AI and data engineering. Drive innovation by prototyping and integrating novel techniques and technologies to maintain a…
Added 3 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
Data Proficiency: Advanced knowledge of SQL for BigQuery, Python for ML
Added 3 months ago
TA
Gen AI Engineer
Tiger Analytics
Canada
- Full-time
…skilled AI Engineer with 7+ years of experience in software engineering, with a heavy focus on Python, AWS infrastructure, and Generative AI. The ideal candidate will be responsible for…
Added 3 months ago
TH
Sr. Manager, Supply Chain Data, Analytics and Systems, Tim Hortons
Tim Hortons
Toronto, ON
- Full-time
Define and govern supply chain data standards, KPI definitions, and reporting logic to ensure a single source of truth across functions; partner with IT and data engineering to maintain…
Added 1 month ago
Analyst, Business
Aecon
Toronto, ON
Assist with light scripting or coding tasks (e.g., SQL queries, Python for automation support, data preparation).
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
…AI-powered solutions, cloud-native technologies, DevOps/platform engineering tools, and industry best practices to enhance automation, scalability, security, operational efficiency, and…

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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