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Added 3 months ago
V
Senior Machine Learning Engineer
Vancity
Vancouver, BC
- Full-time
As a Senior Machine Learning Engineer, you will join our Data Science & AI Pod, focused on designing, building, and deploying enterprise-wide AI and machine learning solutions that support…
Added 1 month ago
PC
Senior Java Developer (with Python, AWS and Terraform) - Toronto, ON (Hybrid)
Pozent Corporation
Toronto, ON
- $65 to $85 USD / hour
- Contract
We are seeking a skilled and passionate Senior Software Engineer with strong expertise in Java and AWS to join our technology team. The ideal candidate will have extensive hands-on…
Added 1 month ago
EA
Senior Software Engineer - Generative Engine Tools
Electronic Arts (EA)
Vancouver, BC
- Full-time
As a Senior Software Engineer, you will collaborate with Research Scientists and Engineers to shape how new technologies integrate into core engine architecture. You will translate ideas…
Added 5 months ago
C
Data Governance and Data Analytics Presales Solutions Architect
Centrilogic
Canada
- Full-time
Microsoft Certified: Fabric Analytics Engineer Associate (DP-600)
Added 5 months ago
X
Full Stack AI Engineer / Applied AI Engineer
Xsolla
Montreal, Quebec
- Full-time
For the Full Stack AI Engineer, we will conduct a background check that may include the following.
Added 4 months ago
U
Senior Forward Deployed Engineer (Hybrid, Canada)
Unit8
Montreal, Quebec
- Full-time
…the Canadian market. We are seeking a Senior Forward Deployed Engineer who will work directly with customers, owning delivery strategy and…
Added 2 months ago
Senior AI Engineer - Tangerine
Scotiabank
Toronto, ON
The Senior AI Engineer is responsible for the engineering execution and delivery of technology solutions that support Tangerine’s AI platform. This role ensures the timely delivery,…
Added 1 month ago
TU
Data Science & AI Graduate Scheme - Halifax
targetjobs UK
Halifax, NS
- Temporary
A Machine Learning & AI Engineer designing and deploying robust ML systems that bring data science to life through automation, CI/CD, and modern cloud engineering practices.
Added 1 month ago
PO
Head of Space AI
Player One Space
Remote, Canada
- $160,000 to $200,000 USD / year
- Full-time
- Remote
…approaches with the GNC team. Later you're in a 1:1 with an ML engineer working through a model compression problem, and you end the day reviewing a pull request on the inference runtime.…
Added 4 months ago
BA
Machine Learning Engineer - Enterprise
Boson AI
Toronto, Ontario
- $150,000 to $400,000 CAD / year
- Full-time
About the Role: We are seeking a skilled, detail-oriented, and passionate Machine Learning Engineer to join our enterprise team. In this pivotal role, you will be at the forefront of…
Added 4 months ago
R
Principal Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
- Full-time
Added 4 months ago
R
Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
- Full-time
Added 3 months ago
TA
Forward Deployed Engineer (Generative AI)
Tiger Analytics Inc.
Remote, Canada
- Full-time
- Remote
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 3 months ago
TA
Gen AI Engineer
Tiger Analytics Inc.
Remote, Canada
- Full-time
- Remote
…Everest, ISG, and others.We are looking for a highly skilled AI Engineer with 7+ years of experience in software engineering, with a heavy focus on Python, AWS infrastructure, and…
Added 4 months ago
AP
Observability Engineer
Accommodations Plus International
Markham, ON
- $90,000 to $110,000 CAD / year
Added 6 months ago
Ingénieur en Données Géospatiales / Geospatial Data Engineer
Shearwater
Montreal, QC
Added 4 months ago
EC
Member of Technical Staff, Small Language Models
E+E Consulting
Montreal, QC
- Full-time
A research engineer first. Engineers here do research. Researchers here do engineering.
Added 4 months ago
AL
Forward Deployed AI Engineer
Arkanis Labs
Remote, Canada
- $120,000 to $200,000 CAD / year
- Full-time
- Remote
Forward deployed means you're embedded. You'll sit inside a client's team as the engineer who takes an ambiguous business problem and turns it into a working, maintainable production…
Added 4 months ago
C
AI/ML Test Engineer
Codelynks
Cochin, Saskatchewan
- Full-time
…should be reliable, fair, and transparent. As an AI/ML Test Engineer, you will be the one who makes sure it is. You will validate models that drive high-impact decisions and catch the…
Added 4 months ago
C
Generative AI Engineer
Codelynks
Cochin, Saskatchewan
- Full-time
…create real value for the people they serve. As a Generative AI Engineer, your work goes beyond code. You will develop intelligent systems that solve meaningful problems and see them come…
Added 3 months ago
GS
Google Cloud Platform (GCP) Architect
GlassHouse Systems
Toronto, ON
- Full-time
Added 1 month ago
A
Technical Product Manager
AltaML
Edmonton, AB
- $110,000 to $130,000 CAD / year
- Full-time
You have been a software engineer. Real systems shipped and maintained.
Added 2 months ago
VR
Member of Technical Staff
VSG Recruitment
Remote, Canada
- Full-time
- Remote
Previous Staff or Principal Engineer experience within a high-performing engineering organization.
Added 4 months ago
B
AI and Data Engineer
Blend
Edmonton, Alberta
- Full-time
Added 3 months ago
S
Lead Machine Learning Engineer
Saris
Remote, Canada
- Full-time
- Remote

Tiger Analytics Inc.

Forward Deployed Engineer (Generative AI)

Remote, Canada

Remote

Full-time

Apply About employer

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Job details

Job type: Full-time
Workplace: Remote
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.

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.

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 operationalizes Generative AI solutions and LLMs within customer engineering teams across multi-cloud environments. They are responsible for developing intelligent agents and building streaming data pipelines to bridge the gap between AI research and production infrastructure.

Requirements

Candidates must possess mastery of Vertex AI, advanced proficiency in Python and SQL, and experience with Google Cloud infrastructure. Strong consultative skills are required to translate business goals into technical architectures and collaborate with stakeholders.

Skills

Generative AI
Vertex AI
Large Language Models
Python
SQL
BigQuery
Cloud Infrastructure
ML Engineering
Agentic Design
Data Pipelines
Vector Engines
Model Tuning
Multi-cloud Deployment
Data Preprocessing
Technical Architecture
Consultative Communication

Remote locations

Canada

Remote locations (standardized)

Canada

Visa sponsorship

Not detected in the job text

Keywords

Generative AI
LLM
Vertex AI Agent Builder
ADK
MCP Toolbox
BigQuery
Spanner
Dataflow
RunInference API
AlloyDB
Google Cloud Platform
AWS
Azure
Model Garden
Vertex AI Pipelines
Feature Engineering
Vector Engines
Machine Learning
Data Science
Advanced Analytics
Cloud Infrastructure
Agentic Architectures
Stateful Real-time Processing
MLOps
Consulting
Enterprise AI

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