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Added 2 mins ago
GT
Senior Business Analyst – Personal Banking / Regulatory
Global Technical Talent, an Inc. 5000 Company
Toronto, ON
- $65 to $80 CAD / hour
- Contract
Our client is seeking an experienced Senior Business Analyst to support a regulatory and technology transformation initiative within Personal Banking. The successful candidate will combine…
Added 2 mins ago
SG
Junior PM
Software Guidance & Assistance, Inc. (SGA, Inc.)
Mississauga, ON
- Full-time
Workforce Analytics, Headcount & Recruitment Tracking
Added 2 mins ago
M&
Editor - Search and Discovery
McKinsey & Company
Toronto, ON
- Full-time
Within analytics and reporting, you will track, analyze, and report on organic search and discovery metrics using enterprise platforms including Google Search Console, Adobe Analytics,…
Added 2 mins ago
A
Project Manager – IT & Cloud Delivery
Acunor
Toronto, ON
- Contract
Define project scope, objectives and success measures with senior management.
Added 2 mins ago
A
Business Development Representative
Alphabyte
Canada
- Full-time
Our clients are senior technical and operations leaders in construction, logistics, regulated industries and the public sector across Canada and the US. Our sales team is nimble, hands-on…
Added 2 mins ago
HT
Director, Finance (CSM)
Husky Technologies
Bolton, ON
- Full-time
Serve as the senior finance partner to service leadership, operations, commercial teams, and Customer Success leaders, providing insight and challenge on strategic priorities, business…
Added 2 mins ago
AG
Commercial (Contracts) Manager
Aecon Group Inc.
AB · Greater Edmonton Metropolitan Area
- Full-time
…strategy on a project. This individual will work closely with the senior operations team on the project to develop and implement a commercial management system that drives performance and…
Added 2 mins ago
BC
Sr. Asset Management Cost Analyst
British Columbia Rapid Transit Company
Vancouver, BC · Greater Vancouver, BC
- $84,480 to $126,720 CAD / year
- Full-time
The Senior Asset Management Cost Analyst supports the Asset Management Office and office of VP Maintenance and Engineering at BCRTC in optimizing the asset lifecycle costs by translating…
Added 2 mins ago
C
Senior Manager, Product Positioning
CIBC
Toronto, ON
- Full-time
Present positioning strategies and key findings to senior leadership and other stakeholders, supporting business development and strategic initiatives. Ensure all positioning activities…
Added 2 mins ago
AW
Data Analyst III
Agilus Work Solutions
Calgary, AB
- Contract
As a Senior Advisor Analytics, you are a highly skilled professional responsible for translating operational and financial data into insights that directly influence pipeline performance,…
Added 3 mins ago
GE
Director of Pricing and Business Analytics
GFL Environmental Inc.
Vaughan, ON
- Full-time
GFL is seeking a visionary, high-energy leader with a passion for financial modeling, advanced analytics, and commercial business insights. Are you a strategic leader who thrives at the…
Added 3 mins ago
R
Senior Manager, Fraud Strategy, New Initiatives
Remitly
Burnaby, BC
- Full-time
Partner with analytics to design experiments and evaluate control performance, and turn the findings into clear recommendations for senior leaders.
Added 3 mins ago
UO
Programmer Analyst I
University of British Columbia
Vancouver, BC · UBCV | University Services Building (USB)
- $7,158.42 to $10,292.25 CAD / month
- Full-time
…and workflows, cloud-hosted services, and data pipelines and analytics - in support of UBC’s role in the responsible use of Artificial Intelligence in education. We are looking for a…
Added 18 mins ago
PG
AWS SageMaker Engineer
Pacer Group
Toronto, ON
- $50 to $53 CAD / hour
- Contract
Job Title: Senior AWS SageMaker / MLOps Engineer
Added 19 mins ago
D&
Entry-Junior Level - Associate Consultant - Calgary, AB
Dokainish & Company
Calgary, AB
- Full-time
…Entry-Level Associate Consultant, you will work closely with senior consultants and project teams to support project planning, execution, and delivery, while gaining valuable hands-on…
Added 19 mins ago
A
Product Designer
Achievers
Toronto, ON
- Full-time
…it gets solved, and grow your skills with support from the senior designers on the…
Added 19 mins ago
M
Responsable des solutions Salesforce/Salesforce Solution Lead
McKesson
Montreal, QC
- Full-time
Added 19 mins ago
C
Senior Consultant, Regulatory Compliance Management
CIBC
Toronto, ON
- Full-time
…across the enterprise. Reporting to the Director, RCM, as a Senior Consultant, you will support the RCM team to execute their responsibilities under the RCM program, including performing…
Added 19 mins ago
Sr. Systems Designer
Electronic Arts
Vancouver, BC
Senior Systems Designer – Progression & Player Systems
Added 19 mins ago
Senior Financial Systems Analyst, Governance
Trans Mountain
Calgary, AB
Trans Mountain is seeking Senior Financial Systems Analyst to join our team. As the Senior Financial Systems Analyst, Governance you will lead master data, vendor maintenance, and financial…
Added 19 mins ago
Senior ServiceNow Specialist
Trans Mountain
Calgary, AB
Trans Mountain is seeking a collaborative, motivated, and values driven individual to join our dynamic team as a Senior ServiceNow Specialist. You will be responsible for the…
Added 33 mins ago
L
Tech Vendor Management Manager
lululemon
Vancouver, BC
- Full-time
Reporting to the Senior Director, Procurement, the Manager, Technology Vendor Management partners with business and technology stakeholders to ensure strategic suppliers deliver strong…
Added 33 mins ago
LM
DIRECTOR OF INFORMATION TECHNOLOGY
Lacroix Médecine Privée
Quebec, QC
- Full-time
…and financial priorities of Groupe médical Lacroix. Advise senior management on investments, risks, and key technological…
Added 33 mins ago
HT
IT Internal Auditor
Husky Technologies
Bolton, ON
- Full-time
…model. You will be part of a global team and report to the Senior Manager; IT Audit located in Bolton. The Senior Manager, IT Audit reports to the VP, Internal Audit, who reports to the…
Added 33 mins ago
HB
Senior Risk Analyst
Hana Bank Canada
Toronto, ON · North York, ON
- Full-time
We are currently searching for the Senior Risk Analyst to join our Risk Management Department. The Senior Risk Analyst primarily supports the Operational Risk Management and Resilience…

Apptoza Inc.

Forward Deployed Engineer

Toronto, ON, Canada

Contract

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Applications open in a new tab.

Job details

Job type: Contract
Apply by: Nov 26, 2026
Experience: 10+ years of experience in data engineering, AI application development, and production software engineering.
Posting language: English
Posted: Oct 27, 2026

Original job description

Role : Forward Deployed Engineer (Python/PySpark Developer)

Location : Toronto ,ON

Role Overview

We are seeking a Senior Forward Deployed Engineer with strong expertise in Python, PySpark, data engineering, AI application development, and cloud platforms. The candidate will work closely with clients and engineering teams to build, deploy, and optimize production-ready AI and data solutions.

Key Responsibilities

Collaborate with clients and business stakeholders to understand workflows, requirements, and success criteria.
Profile and process data using Python, pandas, PySpark, and SQL.
Develop and deploy AI applications, REST APIs, and data pipelines using FastAPI and cloud platforms.
Build Claude-powered AI solutions using RAG, prompt engineering, vector databases, semantic search, and agentic AI.
Implement batch, real-time, and streaming data pipelines.
Manage MLOps/LLMOps, CI/CD, MLflow, monitoring, deployment, and rollback.
Troubleshoot production issues and optimize performance, reliability, latency, and cost.
Ensure data security, governance, quality, and compliance while driving client adoption and knowledge transfer.

Required Skills

10+ years of experience in data engineering, AI application development, and production software engineering.
Strong expertise in Python, PySpark, SQL, REST APIs, FastAPI, Git, Docker, Kubernetes, Airflow, and MLflow.
Experience with Claude, RAG, vector databases, agentic AI, and LLMOps/MLOps.
Strong knowledge of ETL/ELT, distributed processing, cloud platforms, and CI/CD.
Understanding of IAM/RBAC, encryption, data privacy, monitoring, and enterprise security.
Excellent client-facing, consulting, problem-solving, and communication skills.
BFSI experience and a bachelor's degree in a relevant discipline are required/preferred as specified by the employer; relevant certifications are an advantage.

Apply About employer

More about this job

Responsibilities

Work with clients and engineering teams to understand requirements and build, deploy, and optimize production-ready AI applications, APIs, and data pipelines. Manage data processing, MLOps/LLMOps, production troubleshooting, security, governance, and client adoption.

Requirements

Requires 10+ years of experience in data engineering, AI application development, and production software engineering, with strong skills in Python, PySpark, SQL, APIs, cloud platforms, and CI/CD. Experience with Claude, RAG, vector databases, agentic AI, enterprise security, and client-facing consulting is required; BFSI experience and a relevant bachelor's degree are required or preferred as specified by the employer.

Skills

Python
PySpark
SQL
Data Engineering
REST APIs
FastAPI
Claude
Retrieval-Augmented Generation (RAG)
Vector Databases
Agentic AI
MLOps/LLMOps
Docker
Kubernetes
Airflow
MLflow
Cloud Platforms

Visa sponsorship

Not detected in the job text

Keywords

Python
Pandas
PySpark
SQL
Data Engineering
AI Application Development
REST APIs
FastAPI
Claude
Retrieval-Augmented Generation (RAG)
Prompt Engineering
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Distributed Processing
Batch Processing
Real-Time Data Pipelines
Streaming Data Pipelines
MLOps
LLMOps
CI/CD
MLflow
Docker
Kubernetes
Airflow
Cloud Platforms
IAM/RBAC
Data Governance
BFSI

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