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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 3 months ago
S
Senior Backend & Infrastructure Engineer
Scispot
Canada
- Full-time
This is a hands-on backend and infrastructure role. You will write production code, make architecture choices, and own systems from design through deployment, monitoring, and incident…
Added 1 month ago
E
Senior Software Engineer
ecobee
Toronto, ON
- Full-time
We also use Java, Python, and JavaScript, and value choosing the right tool for the job.
Added 1 month ago
EA
Senior Software Engineer - Backend
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 backend architecture. You will translate ideas from…
Added 1 month ago
PA
AI Research Engineer, Computer Vision & VLMs
Palona AI
Toronto, ON
- Full-time
We are looking for an AI Research Engineer with a strong research background in computer vision and vision-language models (VLMs) to develop the visual intelligence behind Palona's…
Added 4 months ago
EP
DevOps Administrator II
Engage People Inc.
Markham, Ontario
- Full-time
Hands-on experience operating production workloads on AWS (ECS, compute, networking, IAM, storage), with strong fundamentals in Linux server administration, web servers (NGINX, Apache), and…
Added 2 months ago
Sr. Staff Physical Design Engineer
Lightmatter
Toronto, ON
We are seeking a highly skilled Senior Physical Design Engineer to work on the implementation of complex digital blocks. In this role, you will leverage your expertise in advanced process…
Added 3 months ago
OT
Network Engineer II
Opti9 Technologies
Remote, Canada
- $100,000 to $130,000 CAD / year
- Full-time
- Remote
Is this you? Are you a Network Engineer with experience supporting cloud and managed infrastructure environments? Do you thrive in a customer-focused role, enjoy solving complex networking…
Added 3 months ago
E
Software Engineer, AI Document Generation
EvenUp
Remote, Canada
- Full-time
- Remote
Strong software development experience, with hands-on expertise in Python or languages such as Go, Java, Node.js, or C++.
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
R
Senior Platform Engineer, AI
RAVL
Toronto, Ontario
- Full-time
Hands-on experience with LLMs / GenAI systems
Added 4 months ago
R
Data Engineer
RAVL
Toronto, Ontario
- Full-time
As a Data Engineer at RAVL, you’ll design, build, and operate the data pipelines and platforms that power decision-making for modern organizations. You’ll bring curiosity, technical depth,…
Added 4 months ago
EC
DV - Staff (+) Verification Engineer - AMS modeling
Eliyan Corporation
Toronto, Ontario · Greater Toronto Area, Canada
- Full-time
Join the leading chiplet startup! As an Eliyan Verification Engineer , you will be working at a fast-paced early-stage startup creating technologies that fuel tomorrow's chiplet-based…
Added 4 months ago
EC
DV - Staff Verification Engineer - Serdes
Eliyan Corporation
Toronto, Ontario · Greater Toronto Area, Canada
- Full-time
Join the leading chiplet startup! As an Eliyan Staff Design Engineer , you will be working at a fast-paced early-stage startup creating technologies that fuel tomorrow's chiplet-based…
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
Scripting & Development: Develop automation workflows using Python, PowerShell, Unix Scripts, and REST APIs, both for in-house tooling and third-party vendor integrations.
Added 5 months ago
HC
Research Engineer - Agentic Software Systems Engineering
Huawei Canada
Markham, Ontario
- Full-time
Huawei Canada has an immediate permanent opening for a Research Engineer.
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
Apps Development Sr Manager - Vice President
Citi
Mississauga, Ontario
- Full-time
The Senior DevOps Engineer must be an experienced hands-on engineer passionate about solving complex infrastructure and automation challenges.
Added 3 months ago
S
Senior DevOps Engineer
ShyftLabs
Toronto, ON
- Full-time
We're looking for a Senior DevOps Engineer who is deeply hands-on and ready to lead from the front. You'll own complex infrastructure across multiple internal projects, set the technical…
Added 3 months ago
R
Senior Data Engineer
Relay
Remote, Canada
- Full-time
- Remote
We’re looking for a Senior Data Engineer to help us scale our data ecosystem as Relay enters an exciting new chapter of growth. This is a unique opportunity to be responsible for key…
Added 2 months ago
GM
Staff Software Architect - Mechatronics Controls Simulation
General Motors
Markham, ON
- Full-time
(e.g., C/C++, Python) and experience working with automated build and CI
Added 2 months ago
M
Senior Security Engineer - Vulnerability & Data/SaaS Security
Marqeta
Remote, Canada
- Full-time
- Remote
The Senior Security Engineer owns the day-to-day operation, integration, and continuous improvement of Marqeta's vulnerability management, cloud security posture, and data/SaaS security…
Added 2 months ago
VR
Forward Deployed Engineer
VSG Recruitment
Remote, Canada
- Full-time
- Remote
VSG Recruitment is partnering with a high-growth technology company to hire a Forward Deployed Engineer (FDE). This is a hands-on engineering role for someone who thrives at the…

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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