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Added 2 months ago
OM
Manager, Data Science
Omnicom Media
Toronto, ON
- Full-time
Proficiency in Python or R, and comfort working with media, sales, or consumer dataset types.
Added 2 months ago
HT
Senior Data Analyst / BI Analyst
High Tech Genesis
Ottawa, ON
- Contract
Python scripting experience, particularly for data analysis, text analytics, automation, or future AI-related initiatives.
Added 2 months ago
EV
May 2027 Geographic Information Systems (GIS) Co-op
Elk Valley Resources
Calgary, AB
- $4,275 to $5,517 CAD / month
- Full-time
Familiarity with FME and AutoCAD as well as programming skills in in Python, Arcade, and SQL are an asset
Added 2 months ago
V
Full Stack Engineer
Vantage
Remote, Canada
- $115,000 to $145,000 CAD / year
- Full-time
- Remote
Proficiency with Python and Django (DRF and classic).
Added 2 months ago
C
Senior Software Developer (Toronto)
Clio
Toronto, ON
- Full-time
We are currently seeking a Senior Software Developer to join our rapidly growing Engineering team. This role is for someone who is passionate about building innovative solutions and being…
Added 2 months ago
C
AI Developer
Calliere
Toronto, ON
- Full-time
A leading North American financial institution is seeking an AI Developer to build software solutions that incorporate artificial intelligence and machine learning capabilities. The…
Added 2 months ago
Director, AI & Data Science
Artefact
Montreal, QC
Added 2 months ago
Director, AI & Agentic Engineering
Artefact
Montreal, QC
…modern full-stack frameworks (TypeScript/React front ends; Python/Node…
Added 2 months ago
V
Systems Engineer
VueReal
Waterloo, ON
- Full-time
Software development in Python, C/C++, C#, JavaScript/TypeScript, or similar, and a track record of building engineering tools, back end services, and user interfaces for test, calibration,…
Added 2 months ago
Senior Software Test Engineer
Coursera Sourcing
Toronto, ON
Programming or scripting language proficiency (JavaScript, Java, Python)
Added 2 months ago
Manager- Finance Optimization- Financial Accounting and Advisory Services- Assurance
EY
Toronto, ON
Added 2 months ago
Senior Data Analyst
Clutch Technologies Inc.
Toronto, ON
Added 2 months ago
M
Forward Deployed Engineering, US Oncology
McKesson
Mississauga, ON
- Full-time
Hands-on experience with React, Node.js, TypeScript, Python, and modern web application architecture.
Added 2 months ago
C
Senior Software Engineer, AI
Calabrio
Canada
- Full-time
Strong experience with Python and backend frameworks such as Flask or Django for building production APIs and AI services.
Added 2 months ago
I
Technical Engineering Seller Intern – Entry Level Sales Program 2027
IBM
Toronto, ON
- $81,600 to $115,200 CAD / year
- Full-time
Experience with at least one programming language such as Python, Java, JavaScript, C++, or similar.
Added 2 months ago
I
Spécialiste technique prévente – Stagiaire Programme de vente pour les talents en début de carrière 2027
IBM
Montreal, QC
- $81,600 to $115,200 CAD / year
- Full-time
Experience with at least one programming language such as Python, Java, JavaScript, C++, or similar.
Added 2 months ago
I
Technical Engineering Seller Intern – Entry Level Sales Program 2027
IBM
Calgary, AB
- $81,600 to $115,200 CAD / year
- Full-time
Experience with at least one programming language such as Python, Java, JavaScript, C++, or similar.
Added 2 months ago
I
Technical Engineering Seller Intern – Entry Level Sales Program 2027
IBM
Ottawa, ON
- $81,600 to $115,200 CAD / year
- Full-time
Experience with at least one programming language such as Python, Java, JavaScript, C++, or similar.
Added 2 months ago
J
Manager, Customer Analytics (Sales & Marketing)
Jobber
Remote, Canada
- Full-time
- Remote
Added 2 months ago
C
Software Development Co-op
commonsku
Remote, Canada
- $3,500 to $4,800 CAD / month
- Full-time
- Remote
Develop and maintain APIs and services using PHP and Python
Added 2 months ago
V
Technical Support Engineer
VGS
Canada
- Full-time
Reading and debugging code in at least one of Python, Go, Java, or a similar language. You won't ship production code.
Added 2 months ago
Senior Forward Deployed Engineer (Gemini Enterprise)
Artefact
Montreal, QC
Develop user-facing interfaces in TypeScript/React and the backend services and APIs behind them in Python or Node.
Added 2 months ago
C
Senior Design Verification Engineer
Cognichip
Toronto, ON
- $150,000 to $180,000 CAD / year
- Full-time
Software Proficiency: Solid programming skills in Python, C++, or similar languages.
Added 2 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
Programming: Strong coding skills in Python (preferred) or Go, with an emphasis on writing clean, concurrent code and utilizing the Google Cloud SDK
Added 2 months ago
KS
Dotnet Developer
Kumaran Systems
Toronto, ON
- Full-time
Programming Skills: You are a strong hands-on developer proficient in one or more programming languages such as C#, Python, and JavaScript/TypeScript. You have experience with modern…

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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