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Added 2 months ago
H
Full Stack Engineer
HSBC
Toronto, ON
- Full-time
Identify and prioritize technical debt alongside new functionality to maintain a healthy, sustainable platform
Added 28 days ago
S
Full Stack Developer - Product Engineering
Showpass
Calgary, AB
- Full-time
…customer-facing product experiences, APIs, backend systems, data models, and the infrastructure that supports them. Our environment includes technologies such as React, TypeScript, and…
Added 2 months ago
T
Support Engineer
Ture
Toronto, ON
- Full-time
The platform includes multiple web applications, AI-powered workflows, enterprise integrations, data-processing systems, and user experiences for administrators, job seekers, practitioners,…
Added 26 days ago
Software Engineer (Integrations)
Helcim Inc
Calgary, AB
Deployment & Maintenance: Deploy and maintain projects through cloud infrastructure such as AWS or Google Cloud Platform, investigate production issues and deliver fixes that improve…
Added 1 month ago
M
Cloud Database Engineer II
Marqeta
Remote, Canada
- Full-time
- Remote
We are looking for a Cloud Database Engineer II to join one of our Cloud Platform Engineering teams at Marqeta! You’ll be joining the Cloud Database Engineering team, who are responsible…
Added 4 months ago
TS
Automated Software Test Engineer
T-Rex Solutions
Remote, Canada
- $75,000 to $122,000 USD / year
- Full-time
- Remote
T-Rex Solutions is seeking an Automated Software Test Engineer to support the development of products using cutting edge technologies as part of a large modernization effort supporting the…
Added 4 months ago
S&
Lead Full Stack Developer
Saatchi & Saatchi Canada
Canada
- Full-time
…builder and you hold the architectural picture of a multi-tier platform - React frontend, Spring Boot backend, FastAPI agentic services, agent SDKs on top of LLM providers. You are equally…
Added 4 months ago
C
Staff Software Engineer
Clutch
Toronto, Ontario
- $205,000 USD / year
- Full-time
Clutch is seeking a Staff Software Engineer / Engineering Lead to drive technical excellence, deliver complex solutions, and shape the future of our platform. This role requires leadership…
Added 1 month ago
Specialist, IT Solutions
Celestica International LP
Toronto, ON
As an experienced .NET Software Engineer, you will play a key role in driving the success of our Supply Chain Management (SCM) applications and the technical development and scaling of our…
Added 1 month ago
QA Engineer
Celestica International LP
Toronto, ON
Perform database testing using SQL to verify data integrity in relational databases (Oracle DB) during feature development and data migration tasks.
Added 2 months ago
M
Director, Platform Engineering
Maple
Toronto, ON
- Full-time
In this role, you'll stand up a new team whose customer is every other engineer at Maple. You'll own the developer experience end to end: CI/CD, deployment automation, observability,…
Added 29 days ago
KG
Production Support Engineer – AI/ML
K&K Global Talent Solutions INC.
Mississauga, ON
- Full-time
Collaborate with development, infrastructure, data, and business teams to resolve production incidents.
Added 1 month ago
Associate, Data Engineer
BMO
Toronto, ON · FCP
· Stay current with technology trends, best practices, and industry standards in data engineering and platform development.
Added 1 month ago
QP
Senior Cloud Systems Engineer
QuadReal Property Group
Vancouver, BC · Toronto, ON
- Full-time
QuadReal Property Group is a global real estate investment, development and operating company headquartered in Vancouver, British Columbia. Its assets under management are $98.5 billion.…
Added 4 months ago
A
Senior Software Engineer, CMS (Modernization of Registry)
AutoTrader.ca
Toronto, Ontario
- Full-time
We’re actively modernizing the platform that is mission-critical used by major financial institutions with a focus on scalability, automation, and developer experience. Current work…
Added 1 month ago
KA
Data Engineer (Intermediate - Senior)
KF Aerospace
Kelowna, BC
- $73,000 to $114,000 CAD / year
- Full-time
KF Aerospace is seeking a Data Engineer to support the design, development, and modernization of our enterprise data platform. This role will help drive the implementation of scalable data…
Added 29 days ago
IS
Data Platform Engineer
ITMC Systems, Inc
Toronto, ON
- Contract
Job Overview We are seeking a Senior Backend Data Platform Engineer (10+ years experience) to design, build, and maintain our EMFI Data Application Platform, a high-throughput financial…
Added 4 months ago
A
Senior Software Engineer, CMS (Modernization of Registry)
AutoScout24
Toronto, Ontario
- Full-time
We’re actively modernizing the platform that is mission-critical used by major financial institutions with a focus on scalability, automation, and developer experience. Current work…
Added 4 months ago
C
Software Engineer (Full Stack)
Citylitics
Toronto, Ontario
- $120,000 to $140,000 CAD / year
- Full-time
…deliver highly nuanced and reliable sales intelligence. The platform integrates seamlessly with CRMs, ERPs, and data lakes, embedding actionable insights directly into sales workflows so…
Added 2 months ago
TG
Database Engineer
TMX Group
Toronto, ON
- Full-time
We are seeking a Database Engineer to manage, support, and modernize our server-computing database infrastructure. In this role, you will champion a "Database as Code" philosophy,…
Added 28 days ago
C
Junior Urban Planner
CIMA+
Edmonton, AB
- $60,480 to $83,160 CAD / year
- Full-time
Welcome to a commitment to sustainable development you can relate to.
Added 29 days ago
BS
Sr. Full Stack Engineer - .Net
B3 Systems
Toronto, ON
- Full-time
B3 is a cloud-native, AI-driven data experiences innovator that puts data to work for everyone. Powered by AI, data science, and a secure data foundation, our platform makes data actionable…
Added 29 days ago
E
BI Dev/Ops Engineer, Sys Admin/Architect
eBay
Toronto, ON
- Full-time
The BI Platforms - Dev/Ops Engineer, System Admin, Systems Architect will be part of the Data Services team under the Information Technology Services and Solutions group that will design…
Added 4 months ago
TA
Forward Deployment 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 5 months ago
C
Senior Software Engineer (Full Stack)
Citylitics
Toronto, Ontario
- $130,000 to $160,000 CAD / year
- Full-time
…deliver highly nuanced and reliable sales intelligence. The platform integrates seamlessly with CRMs, ERPs, and data lakes, embedding actionable insights directly into sales workflows so…

Tiger Analytics

Forward Deployment Engineer (Generative AI)

Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: May 18, 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

Key Responsibilities-

AI Solution Deployment: Deploy, fine-tune, and optimize large-scale Gen AI models and LLM orchestration frameworks within customer cloud environments
Infrastructure Engineering: Architect scalable infrastructure for AI workloads utilizing GPU/TPU orchestration, high-performance storage, and low-latency networking
Data & Retrieval Pipelines: Design and implement high-throughput data ingestion pipelines and Vector Database architectures for Retrieval-Augmented Generation (RAG)
Multi-Cloud Management: Build agnostic, resilient cloud deployments across AWS, Azure, and GCP using Infrastructure as Code (IaC)
Technical Advocacy: Act as the primary technical consultant, guiding enterprise clients through AI safety, prompt engineering patterns, and inference cost optimization
Product Collaboration: Feed edge-case deployment insights back to core AI research and platform engineering teams to improve product robustness

Technical Requirements-

AI Frameworks: Hands-on experience with LLM orchestration tools (LangChain, LlamaIndex, AutoGen) and deep learning frameworks (PyTorch, Hugging Face)
Vector Databases: Production experience setting up and querying vector stores (Milvus, Pinecone, Qdrant, Chroma, or pgvector)
Model Operations (LLMOps): Proficiency in model serving frameworks (vLLM, TGI, Triton Inference Server) and evaluation tools
Cloud & Containers: Advanced knowledge of cloud AI primitives (AWS Bedrock/SageMaker, Azure OpenAI, GCP Vertex AI) and Kubernetes (K8s) for GPU workloads
IaC & Automation: Mastery of Terraform or OpenTofu to provision complex multi-cloud compute environments
Programming: Strong coding skills in Python (preferred) or Go, with an emphasis on writing clean, concurrent code

Soft Skills-

AI Consultation: Ability to manage customer expectations around LLM non-determinism, hallucinations, and performance trade-offs
Rapid Adaptability: Passion for keeping pace with the weekly advancements in the Generative AI landscape
Critical Debugging: Exceptional skill in isolating errors across complex software layers, from GPU drivers up to prompt engineering logic
Mobility: Willingness to travel to client sites to lead high-stakes, on-site deployment sprints

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. This role involves collaborating with customer engineering teams to operationalize Large Language Models and retrieval systems.

Requirements

Candidates should have hands-on experience with LLM orchestration tools and deep learning frameworks, as well as proficiency in model serving frameworks and cloud AI primitives. Strong coding skills in Python or Go are preferred, along with the ability to manage customer expectations and debug complex software layers.

Skills

Generative AI
Machine Learning
Data Science
AI
Cloud Computing
Infrastructure Engineering
Python
Kubernetes
Terraform
Deep Learning
Model Operations
AI Consultation
Debugging
Data Pipelines
Vector Databases
Multi-Cloud Management

Benefits

Career Development
Individual Responsibility

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
Machine Learning
Data Science
AI
Large Language Models
LLM Orchestration
Cloud Environments
AWS
Azure
GCP
Infrastructure as Code
GPU
TPU
Data Pipelines
Vector Databases
Model Serving
Kubernetes
Python
Go
Terraform
OpenTofu

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