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Added 1 min ago
A
EDGE Google Inside Sales
Accenture
Toronto, ON
- Full-time
Added 1 min ago
Full Stack Software Engineer - AI Agents
Blanc Labs
Toronto, ON
Added 1 min ago
JI
Planning and Readiness Coordinator
J.D. Irving, Limited
NS · Dartmouth, NS
- Full-time
Diploma in Business Administration, Operations Management, Project Management, Engineering, Education, Analytics, or a related discipline. An equivalent combination of education and…
Added 1 min ago
R
Senior Director, Data Architecture
RBC
Toronto, ON
- Full-time
Consumption. Define the consumption archetypes (BI, operational APIs, analytics and ML, RAG, agents) with one supported pattern for each. Feed curated, entitlement-aware data products into…
Added 1 min ago
Digital Product Owner
Freedom Mobile
Toronto, ON
Use analytics, research, testing and digital best practices to evaluate performance, identify opportunities and optimize the customer experience.
Added 1 min ago
M
Product Manager
MNP
AB · Calgary, AB
- Full-time
Define and monitor product success measures, using user feedback, analytics and insights to guide ongoing improvements
Added 1 min ago
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Agentic AI Developer
CGI
Ottawa, ON
- Full-time
Added 16 mins ago
B
Senior IT Audit Manager
BMO
Toronto, ON · FCP
- Full-time
Defines business requirements for analytics & reporting to ensure data insights inform business decision making.
Added 16 mins ago
S
GenAI Python Developer
Synechron
Montreal, QC · MDC – Montreal
- Full-time
Added 16 mins ago
IF
AI Developer Senior
Intact FC
Montreal, QC
- Full-time
We’re looking for a Senior AI Developer to join our growing team!
Added 16 mins ago
RM
Specialist, Culture & Inclusion Planning
Regional Municipality of Peel
Brampton, ON
- Other
Added 16 mins ago
CG
People Business Partner
Credit Genie
Toronto, ON
- $140,000 to $170,000 USD / year
- Full-time
Added 16 mins ago
IG
Project Manager - Finance
Infotree Global Solutions
Montreal, QC
- Contract
Added 16 mins ago
BI
ETL with Snowflake Consultant
BURGEON IT SERVICES
Calgary, AB
- Contract
We are looking for a Senior ETL developer with Snowflake experience to serve as a technical leader and trusted advisor for business/stakeholders. This role is not just about building data…
Added 16 mins ago
D
Senior Data Scientist - Fraud Detection
DataVisor
Vancouver, BC
- $120,000 to $150,000 CAD / year
- Full-time
Added 32 mins ago
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Senior Data Scientist - Fraud Detection
DataVisor
Calgary, AB
- $120,000 to $150,000 CAD / year
- Full-time
Added 32 mins ago
BH
Admissions Coordinator
Branksome Hall
Toronto, ON
- $57,569 to $72,017 CAD / year
- Full-time
Added 32 mins ago
CH
Business Development Manager
Calvert Home Mortgage Investment Corporation
Calgary, AB
- Full-time
Added 32 mins ago
E
Senior Director, Clinical Development Change & Transformation Lead
Evinova
Mississauga, ON
- Full-time
…Operating at the intersection of healthcare, technology, data, and analytics, we are changing how clinical research is conducted, how care is delivered, and how patients experience it, with…
Added 32 mins ago
D
Reporting Lead, Purpose & Sustainability
Deloitte
Toronto, ON
- Full-time
Advanced analytics and automation experience.
Added 32 mins ago
T
Director Enterprise Applications, Data
TEEMA
Vancouver, BC
- $160,000 to $215,000 CAD / year
- Full-time
…delivery speed. You’ll also build the firm’s data engineering and analytics capability and own the integration architecture that connects its core systems, as part of a broader technology…
Added 32 mins ago
M
Senior Advisor Analytics
Manpower
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 32 mins ago
D
Manager, Finance Data and Systems - Operate
Deloitte
Toronto, ON
- Full-time
…role will work at the intersection of Finance, technology, analytics, and data, helping translate complex business requirements into scalable, trusted, and high-performing…
Added 32 mins ago
BI
Java Full Stack Senior Developer
BURGEON IT SERVICES
Toronto, ON
- Contract
Added 32 mins ago
BC
Legal Technologist
Blake, Cassels & Graydon LLP
Toronto, ON
- Full-time
Helping define and implement the Firm’s legal technology data strategy, ensuring data is structured, accessible and usable for AI, analytics and reporting

Apptoza Inc.

Forward Deployed Engineer

Toronto, ON, Canada

Contract

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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.

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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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