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Added 2 months ago
BC
BCG Platinion | Senior AI Tech Consultant, Tech Advisory & Delivery
Boston Consulting Group
Toronto, ON
- $160,000 CAD / year
- Full-time
AI and Agentic native. They are versed in the latest AI and Agentic technologies and methodologies and leverage them daily to deliver high impact outcomes and tackle difficult challenges.
Added 2 months ago
S
Lead Data Scientist
Sanofi
Toronto, ON
- Full-time
Lead the design, development, deployment, and scaling of enterprise AI, Machine Learning, Generative AI, and Agentic AI solutions that drive measurable business value across Commercial…
Added 2 months ago
S
AI Engineer
Sanofi
Toronto, ON
- Full-time
Design, develop, deploy, and support scalable Generative AI and Agentic AI solutions aligned with strategic priorities across Sanofi's Global Business Units
Added 2 months ago
S
Principal Consultant - Cybersecurity & Agentic AI
Synechron
Toronto, ON · Greater Toronto Area, Canada
- $130,000 to $145,000 CAD / year
- Full-time
…digital solutions. Synechron’s progressive technologies and optimization strategies span end-to-end Artificial Intelligence, Consulting, Digital, Cloud & DevOps, Data, and Software…
Added 2 months ago
PX
Consultant, Data Scientist (Cortex AI)
Project X Ltd.
Toronto, ON
- Full-time
Feature engineering, selection and optimization models with ML techniques.
Added 2 months ago
M(
Senior Applied Machine Learning Engineer - Asset Intelligence
MaintainX (An Autodesk Company)
Remote, Canada
- $123,000 to $180,000 CAD / year
- Full-time
- Remote
We are seeking a highly skilled and motivated Senior Applied Machine Learning Developer to guide the technical direction and architecture of our Predictive Maintenance and Asset…
Added 2 months ago
R
AI Research Scientist
Raydar
Remote, Canada
- Full-time
- Remote
We are hiring an AI Research Scientist to advance the frontier of reliable agentic AI. You will be a core contributor to original methods for agent simulation, evaluation, optimization, and…
Added 2 months ago
X
AI Developer – Agentic System
Xanadu
Toronto, ON
- Full-time
As an AI Developer at Xanadu, you will play a crucial role in integrating generative AI into our R&D methodologies. This unique position allows you to contribute to the development of our…
Added 2 months ago
I
Inside Sales Representative (AI-DNA)
IgniteTech
Canada
- Full-time
Cutting-edge GenAI techniques: Continuous exposure to the latest LLM capabilities, prompt engineering patterns, and agentic AI frameworks as they emerge.
Added 2 months ago
A
Staff AI Engineer
Acquia
Canada
- Full-time
…manage, and distribute experiences designed for both. Powered by agentic AI that orchestrates - not just advises - Acquia automates complex digital workflows within the governance…
Added 2 months ago
Software Development Engineer, Demand Tech
Amazon
Toronto, ON
- Experience working with GenAI-powered development tools and agentic AI assistants (e.g., code generation, AI-assisted debugging, automated testing, and documentation tools) to enhance…
Added 2 months ago
K
Senior Software Engineer, AI
Klue
Toronto, ON
- $140,000 to $230,000 CAD / year
- Full-time
You will shape how we integrate retrieval-augmented generation (RAG), dense retrieval, query understanding, and agentic reasoning loops to deliver fast, accurate, and trusted search…
Added 2 months ago
A
AWS Connect Engineer
Accenture
Toronto, ON
- Full-time
As an AWS Connect Engineer, you will lead the design, implementation, and optimization of AWS Connect solutions to support enterprise cloud transformation and AI-driven initiatives. You…
Added 2 months ago
TA
Machine Learning Engineer (with Vertex AI Experience)
Tiger Analytics
Canada
- Full-time
Deep knowledge on ADK , Langchain Agentic Frameworks
Added 2 months ago
M
Senior TypeScript Engineer
MapsPeople
Toronto, ON
- Full-time
Design, build, and maintain Agentic AI development
Added 2 months ago
BV
Senior DevOps Engineer, Agentic Automation & Live Games
Big Viking Games
Remote, Canada
- Full-time
- Remote
Big Viking Games is hiring a Senior DevOps Engineer, Agentic Automation & Live Games to modernize the infrastructure behind our live-service games and help reinvent how those systems are…
Added 2 months ago
FH
FP&A Manager – Clinic Finance & Business Partner
Finni Health
Remote, Canada
- $90,000 to $120,000 CAD / year
- Full-time
- Remote
Added 2 months ago
TR
Senior Software Engineer I
Thomson Reuters
Toronto, ON
- Full-time
…and direct contribution to AI-powered capabilities such as agentic workflows, LLM integrations, and MCP/A2A-based…
Added 2 months ago
E
Product Manager, AI Entities
EvenUp
Toronto, ON
- $177,650 to $209,000 USD / year
- Full-time
Experience with RAG, agentic systems, and/or LLM/LMM optimization.
Added 2 months ago
TR
Staff Software Engineer I
Thomson Reuters
Toronto, ON
- Full-time
…and direct contribution to AI-powered capabilities such as agentic workflows, LLM integrations, and MCP-based…
Added 2 months ago
Q
Revenue Operations Lead
Quandri
Vancouver, BC
- Full-time
Own administration, configuration, and optimization of the GTM tech stack, with HubSpot as the system of record for the GTM teams.
Added 2 months ago
C
Senior Full-Stack Engineer (Front-End Leaning), North Admin
Cohere
Remote, Canada
- Full-time
- Remote
You have built and deployed extremely performant client-side or server-side RAG/agentic applications to millions of users.
Added 2 months ago
JG
Senior AI Application Developer
J&M Group
Toronto, ON
- Full-time
AI Development: Design and build AI-powered applications, AI agentic workflows, multi-agent orchestration, testing, debugging, and enterprise architecture.
Added 2 months ago
Director, AI & Data Science (Marketing Measurement & Effectiveness)
Artefact North America
Montreal, QC
…vocabulary - comfortable across the wider toolkit: forecasting, optimization, experimentation platforms, and applied GenAI, with experience shipping generative AI or agentic AI applications…
Added 2 months ago
Director, AI & Data Science
Artefact North America
Montreal, QC
AI & ML Solution Architecture: Leading the design, build, and optimization of production AI systems - classical machine learning models, LLM applications, and agentic systems - ensuring…

Tiger Analytics

Machine Learning Engineer (with Vertex AI Experience)

Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: Aug 17, 2026

Original job description

Tiger Analytics is looking for a skilled and innovative Machine Learning Engineer with hands-on experience in Google Cloud Platform (GCP) and Vertex AI to design, build, and deploy scalable ML solutions. You will play a key role in operationalizing machine learning models and driving the end-to-end ML lifecycle, from data ingestion to model serving and monitoring.

Key Responsibilities:

Develop, train, and optimize ML models using Vertex AI, including Vertex Pipelines, AutoML, and custom model training.
Design and build scalable ML pipelines for feature engineering, training, evaluation, and deployment.
Deploy models to production using Vertex AI endpoints and integrate with downstream applications or APIs.
Collaborate with data scientists, data engineers, and MLOps teams to enable reproducible and reliable ML workflows.
Monitor model performance and set up alerting, retraining triggers, and drift detection mechanisms.
Utilize GCP services such as BigQuery, Dataflow, Cloud Functions, Pub/Sub, and GCS in ML workflows.
Apply CI/CD principles to ML models using Vertex AI Pipelines, Cloud Build, and GitOps practices.
Implement model governance, versioning, explainability, and security best practices within Vertex AI.
Document architecture decisions, workflows, and model lifecycle clearly for internal stakeholders.

Requirements

Advanced Generative AI
Advanced RAG including Graph based hybrid retrieval
Multimodal agent
Deep knowledge on ADK , Langchain Agentic Frameworks
Fine tuning and Distillation
Python Expertise
Expert in Python with strong OOP and functional programming skills
Proficient in ML/DL libraries: TensorFlow, PyTorch, scikit-learn, pandas, NumPy, PySpark
Experience with production-grade code, testing, and performance optimization
GCP Cloud Architecture & Services
Proficiency in GCP services such as:
Vertex AI
BigQuery
Cloud Storage
Cloud Run
Cloud Functions
Pub/Sub
Dataproc
Dataflow
Understanding of IAM, VPC
API Development & Integration
Designs and builds RESTful APIs using FastAPI or Flask
Integrates ML models into APIs for real-time inference
Implements authentication, logging, and performance optimization
System Design & Scalability
Designs end-to-end AI systems with scalability and fault tolerance in mind
Hands-on experience in developing distributed systems, microservices, and asynchronous processing

Benefits

Benefits

Significant career development opportunities exist as the company grows. The position offers a unique opportunity to be part of a small, fast-growing, challenging and 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

Design, build, and deploy scalable machine learning solutions using Vertex AI and GCP. Manage the end-to-end ML lifecycle, including pipeline construction, model serving, and performance monitoring.

Requirements

Requires expert-level Python skills and deep knowledge of Generative AI, RAG, and agentic frameworks. Proficiency in GCP architecture and the ability to build production-grade RESTful APIs is essential.

Skills

Vertex AI
Google Cloud Platform
Generative AI
RAG
Python
TensorFlow
PyTorch
Scikit-learn
FastAPI
Flask
MLOps
BigQuery
Langchain
CI/CD
System Design
Distributed Systems

Benefits

Career development opportunities
Entrepreneurial environment

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Vertex AI
GCP
Generative AI
RAG
Graph-based Retrieval
Multimodal Agent
Langchain
Fine tuning
Distillation
Python
OOP
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
PySpark
BigQuery
Dataflow
Cloud Functions
Pub/Sub
Cloud Storage
Cloud Run
Dataproc
FastAPI
Flask
CI/CD
GitOps
Microservices

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