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Added 2 months ago
CL
Mechanical Engineer
CBCL Limited
Fredericton, NB
- Full-time
…technical roles, or as a consultant designing industrial mechanical systems. This includes expertise in pulp and paper, manufacturing, process fluid systems, stress analysis, petrochemical…
Added 1 month ago
Electrical Engineer - Electric Power
Enerflex Ltd
Calgary, AB
Are you passionate about solving complex challenges and shaping the future of power generation? As an Electrical Engineer on our Electric Power team, you will lead the electrical design and…
Added 1 month ago
Process Engineer, Senior - Metals
Hatch
Mississauga, ON
The role will require the engineer to oversee, guide and develop solutions in all areas of the process plant across various systems, unit operations and process equipment. Specific tasks…
Added 1 month ago
Surveyor
PACT
ON · Mississauga, Ontario
Reporting to the Survey Manager or Lead Field Engineer, the Surveyor plays a critical role in ensuring the spatial accuracy of infrastructure, civil, and airfield developments across the…
Added 1 month ago
Construction Manager - AOTHR
Aecon
Kawartha Lakes, ON · Barrie, ON
…local expertise. We play a key role in building and enhancing infrastructure across Canada, the U.S., and an expanding international footprint, improving everyday life through the roads,…
Added 2 months ago
E
Cybersecurity - Cloud Security - Manager (Cloud Security Specialist)
EY
Edmonton, AB
- Full-time
…technology capabilities. You’ll gain insights into the design and operations of cybersecurity programs and strategies in a variety of industries and learn how to design measurable,…
Added 2 months ago
E
Cybersecurity - Cloud Security - Manager (Cloud Security Specialist)
EY
Vancouver, BC
- Full-time
…technology capabilities. You’ll gain insights into the design and operations of cybersecurity programs and strategies in a variety of industries and learn how to design measurable,…
Added 2 months ago
C
Administrateur(trice) cloud/DevOps
CGI
Montreal, QC
- Full-time
…équipe dynamique. En tant qu’associé(e) clé de notre équipe des opérations infonuagiques, vous serez responsable de l’administration, de l’automatisation et de l’optimisation de…
Added 2 months ago
E
Cybersecurity - Cloud Security - Manager (Cloud Security Specialist)
EY
Montreal, QC
- Full-time
…technology capabilities. You’ll gain insights into the design and operations of cybersecurity programs and strategies in a variety of industries and learn how to design measurable,…
Added 2 months ago
E
Cybersecurity - Cloud Security - Manager (Cloud Security Specialist)
EY
Toronto, ON
- Full-time
…technology capabilities. You’ll gain insights into the design and operations of cybersecurity programs and strategies in a variety of industries and learn how to design measurable,…
Added 2 months ago
E
Cybersecurity - Cloud Security - Manager (Cloud Security Specialist)
EY
Calgary, AB
- Full-time
…technology capabilities. You’ll gain insights into the design and operations of cybersecurity programs and strategies in a variety of industries and learn how to design measurable,…
Added 2 months ago
WI
Traffic Engineer-in-Training
WSP in Canada
Dartmouth, NS
- Full-time
Help shape safer, more efficient, and more sustainable transportation networks across Atlantic Canada. As a Traffic Engineer-in-Training, you'll contribute to projects that improve…
Added 1 month ago
Systems Engineer - Platform Services Team
MCAP
Waterloo, ON
This position is responsible for the design, deployment, management, and security of storage and compute infrastructure for MCAP. This includes the planning, management and monitoring of…
Added 3 months ago
LF
Software Developers (Always Hiring)
Loop Financial
Toronto, ON
- $130,000 to $180,000 CAD / year
…experienced developer looking to build large-scale distributed systems or an ambitious engineer ready for your next challenge, we'd love to hear from you. We don't always have an open…
Added 1 month ago
Senior Software Engineer (Oracle Fusion)
EBizCharge
Canada
…payment gateways, banks, financial institutions, and third-party systems using Oracle Integration Cloud (OIC), REST/SOAP APIs, FBDI, ADFDI, and other Oracle integration…
Added 1 month ago
M
Forward Deployed Engineering, US Oncology
McKesson
Mississauga, ON
- Full-time
The US Oncology Network is seeking a Lead Forward Deployed Engineer (FDE) to partner directly with business and operational teams to turn complex, high-value problems into validated…
Added 1 month ago
A
Information Technology - Senior Engineer/Engineer, Retail Technology
Aritzia
Vancouver, BC
- Full-time
…technology solutions that power Aritzia’s boutiques. As the Senior Engineer / Engineer, Retail Technology, you will play a key role in designing and evolving reliable, secure, and scalable…
Added 6 months ago
M
Satellite Flight Software (FSW) Systems Engineer
MDA
Sainte-Anne-de-Bellevue, QC
- Full-time
…partner to the global space industry. A robotics, satellite systems and geointelligence pioneer with a 55-year+ story of world firsts and more than 450 missions, MDA Space is a global…
Added 1 month ago
V
Technical Support Engineer
VGS
Canada
- Full-time
Debug deeply. Reproduce issues with cURL and Postman, read logs, and trace requests across VGS infrastructure, customer systems, and downstream gateways. Diagnose network problems…
Added 1 month ago
TI
DevOps Engineer (Cloud Infrastructure)
Tecsys Inc.
Remote, Canada
- Remote
We are looking for a DevOps engineer to join our team. The DevOps Engineer is involved in prototyping, architecting, and building the development, production, and testing infrastructure…
Added 1 month ago
Software Dev Engineer, S3 Request Plane
Amazon
Vancouver, BC
As a Software Development Engineer in the S3 Distribution Plane team, you will deliver services at scale to delight our customers and support the routing of billions of requests per minute…
Added 2 months ago
PH
Engineering Manager (Software)
Parker Hannifin
Mirabel, QC
- Full-time
…technical judgment, and effective collaboration with embedded systems, hardware engineering, product management, IT, cybersecurity, quality, operations, and other business…
Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
The Forward Deployed Engineer (FDE) drives the on-site deployment, integration, and scaling of our enterprise Generative AI solutions. This role embeds directly within customer engineering…
Added 2 months ago
E
Municipal Design Engineer
Englobe
Moncton, NB
- Full-time
…innovation and collaboration are an integral part of our daily…
Added 1 month ago
A
Senior Mining Geotechnical Engineer/ Ingénieur géotechnique minier principal
Arcadis
Markham, ON
- Full-time
…successful candidate will be expected to act as or grow into an Engineer of Record for mine infrastructure…

Tiger Analytics

Forward Deployed Engineer (Generative AI)

Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: Aug 25, 2026

Original job description

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 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 Deployed 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 Google Cloud Platform(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

Technical Requirements

GCP & Vertex AI Architecture: Advanced knowledge of Vertex AI primitives, including Vertex AI Studio, Model Registry, Endpoint deployment, Vertex AI Pipelines (Kubeflow), and Vertex AI Vector Search
AI Frameworks: Hands-on experience with LLM orchestration tools (LangChain, LlamaIndex, AutoGen) and deep learning frameworks (PyTorch, Hugging Face) optimized for GCP infrastructure
Vector Databases: Production experience setting up, optimizing, and querying Vertex AI Vector Search, or managed vector stores like Milvus, Pinecone, and pgvector (Cloud SQL/Spanner)
Model Operations (LLMOps): Proficiency in model serving frameworks (vLLM, TGI, Triton Inference Server) deployed via Vertex AI or GKE, alongside robust automated model evaluation pipelines
Containers & Kubernetes: Deep expertise in Google Kubernetes Engine (GKE) for managing GPU/TPU workloads, autoscaling, and scheduling
IaC & Automation: Mastery of Terraform to provision secure, complex GCP environments, IAM roles, and Vertex AI resources
Programming: Strong coding skills in Python (preferred) or Go, with an emphasis on writing clean, concurrent code and utilizing the Google Cloud SDK

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)
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

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 role focuses on the on-site deployment, integration, and scaling of enterprise Generative AI solutions within customer environments. It involves bridging the gap between AI research and production-grade cloud infrastructure on GCP.

Requirements

Candidates need advanced expertise in GCP Vertex AI, LLM orchestration tools, and containerization via GKE. Strong proficiency in Python and Infrastructure as Code using Terraform is required.

Skills

Generative AI
Vertex AI
LLM Orchestration
Python
Google Kubernetes Engine
Terraform
Vector Databases
LLMOps
PyTorch
Hugging Face
LangChain
LlamaIndex
RAG
GCP
Model Fine-tuning
Cloud Infrastructure

Benefits

Career Development

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
LLM
Vertex AI
GCP
LangChain
LlamaIndex
AutoGen
PyTorch
Hugging Face
Milvus
Pinecone
Pgvector
vLLM
Triton Inference Server
GKE
Terraform
Python
Go
RAG
LLMOps
Kubeflow
GPU
TPU
Prompt Engineering
Cloud SDK
Data Science
Machine Learning
Advanced Analytics
Consulting
Vector Search

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