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Added 1 month ago
L
Engineering Manager, Supply Operations
Lime
Remote, Canada
- $172,000 to $237,000 CAD / year
- Full-time
- Remote
We are looking for an accomplished and highly technical Engineering Manager to lead the Supply Operations engineering team. Supply Operations builds the products and technology that enable…
Added 1 month ago
Strategic Customer Success Manager
Kaltura
Toronto, ON
PathFactory, a critical part of the Kaltura ecosystem, is a content intelligence platform that helps B2B marketing, sales, and support teams create personalized content experiences for…
Added 1 month ago
Senior Software Test Engineer
Coursera Sourcing
Toronto, ON
Coursera and Udemy are now one company, bringing together two mission-driven brands to create the world’s most powerful platform for turning learning into progress. Together, we help more…
Added 1 month ago
WC
Directeur du programme de R&D, Services numériques
Wabtec Corporation
Quebec, QC
- Full-time
Added 1 month ago
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Business Development Representative
Prophix
Toronto, ON · Etobicoke, ON
- $55,000 to $65,000 CAD / year
- Full-time
As a Business Development Representative at Prophix, you will be at the forefront of our growth engine - identifying and engaging prospective customers through strategic outbound…
Added 1 month ago
MI
Supervisor, Fund Accounting, Private Markets
MUFG Investor Services
Vancouver, BC
- $82,500 to $121,000 CAD / year
- Full-time
…careers. We achieve this by offering continuous learning and development, collaborative team work environment, promotion of work-life integration, and exposure to a wide variety of…
Added 6 months ago
M
Satellite Flight Software (FSW) Systems Engineer
MDA
Sainte-Anne-de-Bellevue, QC
- Full-time
MDA is seeking a Satellite Flight Software System Engineer to support and/or lead the definition of a variety of embedded flight software applications from the architecture, the system…
Added 1 month ago
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Manager, Customer Analytics (Sales & Marketing)
Jobber
Remote, Canada
- Full-time
- Remote
Jobber is looking for a Manager, Customer Analytics (Sales & Marketing) to lead the analytics function supporting our Marketing & Channels and Sales & Partnerships pods. Reporting to the…
Added 1 month ago
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Technical Support Engineer
VGS
Canada
- Full-time
…companies embed our universal token vault and credential management platform directly into their stack, taming the complexity of payment data so they can move…
Added 1 month ago
Senior Product Manager
Guidepoint
Toronto, ON
Cross-Functional Leadership: Lead cross-functional teams by effectively coordinating between stakeholders across departments, such as sales, marketing, legal, and customer support. Drive…
Added 1 month ago
D
Solutions Engineer
d1g1t
Toronto, ON
- Full-time
Ad hoc topic development: own the creation and development of presentations to lead conversations on new or complicated topics or functions. Adjust these presentations over time as new…
Added 1 month ago
Senior Business Integration Manager (Operations)
Accommodations Plus International
Markham, ON
We're looking for a Business Integration Manager to be a key player in bringing new clients onto our platform and ensuring the continued success of our existing partnerships. In this role,…
Added 1 month ago
Events Manager
Geotab
Oakville, ON · Toronto, ON · Waterloo, ON
…to help customers better manage their fleets. Geotab’s open platform and Geotab Marketplace ®, offering hundreds of third-party solution options, allows both small and large businesses to…
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
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Senior Solutions Consultant
PagerDuty
Toronto, ON
- Full-time
…DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer…
Added 2 months ago
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Full Stack Engineer
AltConvey
Montreal, QC
- Full-time
Lead the development team, guiding engineers through project lifecycles and ensuring alignment with strategic goals.
Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
…Language Models (LLMs) and retrieval systems across Google Cloud Platform(GCP).. You will bridge the gap between AI research and production-grade cloud…
Added 2 months ago
S
Senior React Native Developer
Speer
Remote, Canada
- $70,000 to $100,000 CAD / year
- Full-time
- Remote
As a Senior React Native Developer, you will lead the development of cross-platform mobile applications, including integration with external devices and hardware systems.
Added 2 months ago
B
Senior Android Developer
BrainStation
Toronto, ON
- $120,000 to $145,000 USD / year
- Full-time
As a Senior Android Developer, you'll be tasked with developing Android applications. Working within the software development team, your duties will require you to assist in the development…
Added 1 month ago
V
Senior Software Development Manager, Precision Health Platform
Verily
Toronto, ON · Waterloo, ON
- Full-time
As a Software Development Manager, you'll be instrumental in shaping the scope and direction of our technical initiatives. Tackle exciting challenges head-on, overseeing the development…
Added 1 month ago
PC
Salesforce Technical Manager
Pwc Canada
Toronto, ON · Vancouver, BC
- Full-time
…developers and shaping technical strategy for the practice. You'll lead our next-generation AI initiatives, working directly with Agentforce, Data Cloud, and the Lightning Platform to build…
Added 2 months ago
W
Enterprise Account Executive
WellnessLiving
Thornhill, ON
- $90,000 to $95,000 CAD / year
- Full-time
…their passion into thriving businesses. Our mission-critical software supports thousands of entrepreneurs and millions of clients worldwide on their wellness journeys. We’re a…
Added 2 months ago
GM
Artiste en animation graphique (Marketing) Contrat Temporaire - Motion Designer (Marketing) Temporary Contract
Gameloft Montreal
Montreal, QC
- Contract
There is a game for everyone, and we are now expanding to cross-platform games on PC and consoles, with titles such as Disney Speedstorm and Disney Dreamlight Valley, to provide our players…
Added 2 months ago
T
AI Product Manager - Media Experience Required (NYC or Toronto)
TribalScale
Toronto, ON
- Full-time
Lead platform rebuild and modernization engagements - help clients replatform or rebuild legacy systems without stalling their existing business, balancing technical debt against delivery…
Added 2 months ago
H
Netsuite Consultant
Houseblend.io
Canada
- Full-time
…gap between technical teams and business stakeholders. They lead requirements gathering, create functional designs, configure modules (Finance, CRM, Inventory), conduct testing, and provide…

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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