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Gestionnaire, Ingénierie du Hub de données et Produits de données/Manager, Data Hub Eng & Data Products
McKesson
Montreal, QC
- Full-time
Orienter la conception d’architectures de données évolutives, de modèles de données dimensionnels et relationnels, de flux ETL/ELT et de modèles d’intégration réutilisables.
Added 4 mins ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
…and reusable platforms and services that operate within our Enterprise Cloud, API and DevOps environments. In this role, you will contribute as a software engineer while helping embed…
Added 4 mins ago
MS
AI Platform & Engineering Lead (Hybrid) / Chef(fe), Plateforme et ingénierie de l’IA (hybride)
Morgan Stanley
Montreal, QC
- Full-time
Design and implement reusable architectures, engineering patterns, and integration frameworks leveraging LLMs, agent frameworks, orchestration tools, and AI platforms.
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AI Associate Principal - Radioconjugate Discovery
AstraZeneca
Hamilton, ON · Canada – Hamilton – Longwood Road South
- Full-time
Added 18 mins ago
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Data Integration Architect
Symbiotic Digital
ON · Central Toronto (Summerhill West / Rathnelly / South Hill / Forest Hill SE / Deer Park), Ontario
- Contract
We are seeking an experienced Data Integration Architect/ Data
Added 18 mins ago
Strategic Coordinator, Communications & Business Intelligence
City of Edmonton
AB
…development, issues management, and the execution of complex, enterprise-wide initiatives. As a central force within the Branch Manager’s Office, you will drive critical branch operations -…
Added 33 mins ago
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Director, Financial Crimes Risk Assessment
Royal Bank of Canada
Toronto, ON
- Full-time
As Director, Financial Crimes Risk Assessment you are responsible for the design and execution of the enterprise risk assessment. In this role, you will identify and assess inherent risks…
Added 33 mins ago
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Director, Financial Crimes Risk Assessment
RBC
Toronto, ON
- Full-time
As Director, Financial Crimes Risk Assessment you are responsible for the design and execution of the enterprise risk assessment. In this role, you will identify and assess inherent risks…
Added 33 mins ago
GT
End-to-End Technical Lead - Personal Banking
Global Technical Talent, an Inc. 5000 Company
Toronto, ON
- $75 to $90 CAD / hour
- Contract
…including requirements, architecture, application development, integration, data, testing, infrastructure, security, deployment and production readiness. The Technical Lead will work…
Added 33 mins ago
IE
Analyst, Business
IMAX Enhanced | Streaming & Consumer Technology
Mississauga, ON
- Full-time
…Technology to develop practical, scalable solutions that support enterprise…
Added 33 mins ago
TT
Data and AI Lead, Development and Governance
Tundra Technical Solutions
Mississauga, ON
- $120,000 to $130,000 CAD / year
- Full-time
The Senior AI & Automation Developer designs, builds, implements and supports artificial intelligence, automation, integration and data solutions. This individual is a primary builder and…
Added 48 mins ago
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Frontend Developer
Ardent SoftSol Inc.
Brampton, ON
- Contract
Design, develop, and maintain enterprise-grade web applications using Angular.
Added 48 mins ago
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Data Engineer
Insight Global
Toronto, ON
- $70 to $80 CAD / hour
- Contract
We are seeking a Data Engineer to support a large enterprise transformation focused on building data pipelines, integrating data, and migrating data workloads from on-premises environments…
Added 48 mins ago
AI
Data & Analytics leader
Apptoza Inc.
Toronto, ON
- Contract
We are seeking an experienced Data & Analytics Leader to help shape and grow enterprise transformation programs across the Banking, Financial Services, and Insurance sector. This role…
Added 48 mins ago
MC
Senior Business Analyst -Vehicle Asset Management
MatchBox Consulting Group
New Westminster, BC
- Contract
Experience with system implementation and data integration projects in complex enterprise environments
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Digital Certificate Management : Toronto, ON (Hybrid) : FTE
AceStack
Toronto, ON
- Full-time
Demonstrated experience using ServiceNow for change management in a regulated enterprise environment (e.g., banking or financial services)
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Director, Workplace Strategy
CIBC
Toronto, ON
- Full-time
As a member of the Enterprise Real Estate and Workplace Experience team, you’ll help shape a modern, connected, inclusive, and high-performing workplace experience across CIBC’s real estate…
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Manager, Analytics CAM
CIBC
Vancouver, BC · Toronto, ON
- Full-time
…strategically about how to mobilize and engage teams across the enterprise to deliver strategic…
Added 1 hour ago
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Consultant, Backend Developer
CIBC
Toronto, ON
- Full-time
…CIBC’s digital transformation, successfully delivering complex, enterprise-scale mobile projects involving multiple back-end systems. As a Back end Consultant, you’ll assemble, implement…
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Business Systems Analyst
Manulife
Toronto, ON · Waterloo, ON
- Full-time
Assess upstream, downstream, integration, and system impacts to help ensure solutions address business requirements, technical dependencies, and delivery risks.
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RQ11599 - Technology Architect - Senior
Maarut
Toronto, ON
- Contract
Experience in developing enterprise architecture
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RQ11485 - Data Architect/Modeller - Senior
Maarut
Toronto, ON
- Contract
with related IT initiatives as required to align with the enterprise data
Added 1 hour ago
KG
PKI & Certificate Automation Engineer
K&K Global Talent Solutions INC.
ON · Ontario, Canada
- Full-time
…Infrastructure, TLS/mTLS Security, Ansible Automation, and API Integration. The ideal candidate will lead the design and implementation of automated certificate issuance, renewal,…
Added 1 hour ago
TI
Sr. Front-End Developer
Tekgence Inc
Brampton, ON
- Full-time
Sr. Front-End Developer at Brampton, ON to design, develop, and support modern enterprise web applications.
Added 1 hour ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
Knowledge of enterprise cloud services across compute, storage, integration, orchestration, networking, monitoring, security, and cost optimization.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Nov 25, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 26, 2026

Original job description

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto ON, Hybrid (Full time)

The opportunity

We are looking for a senior Forward Deployed Engineer who combines production-grade software engineering, data engineering, AI application development, and client-facing consulting. You will embed with business users, client SMEs, product owners, and engineering teams to understand complex workflows, rapidly validate solutions using real data, remove technical blockers, and own delivery through production launch, stabilization, adoption, and handover.

What you will do

Embed with client SMEs, product owners, business users, and engineers to map workflows, users, data, constraints, and decision points.

Agree on the first useful release, measurable success criteria, and a practical roadmap from prototype to production.

Profile unfamiliar client data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.

Build thin working solutions using real client data and APIs, validate them with users, and iteratively harden them for production.

Design, develop, and deploy enterprise AI and data applications using Python, PySpark, SQL, REST APIs, FastAPI, and cloud data platforms.

Build Claude-powered applications, copilots, and AI workflows using prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.

Design batch, real-time, and streaming data pipelines and integrations across enterprise systems.

Implement MLOps/LLMOps capabilities, including lifecycle management, CI/CD, MLflow, monitoring, deployment automation, rollback, and production support.

Create evaluation datasets with client SMEs, measure model and LLM quality, perform structured error analysis, and prioritize improvements.

Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with client teams.

Own post-go-live monitoring, incident diagnosis, rollback, stabilization, latency, performance, reliability, and cost optimization.

Measure adoption and business impact using agreed KPIs, then complete structured handover with runbooks, support ownership, and knowledge transfer.

What you bring

10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.

Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, Git, Docker, Kubernetes, Airflow, MLflow, CI/CD, and distributed processing.

Experience with Claude, prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.

Strong knowledge of ETL/ELT, batch and streaming pipelines, data quality, metadata, lineage, observability, and DataOps.

Experience operationalizing MLOps/LLMOps, including model lifecycle management, automated deployment, monitoring, rollback, and production support.

Knowledge of enterprise cloud services across compute, storage, integration, orchestration, networking, monitoring, security, and cost optimization.

Understanding of IAM/RBAC, encryption, secrets management, privacy controls, auditability, compliance, and secure data access.

Ability to translate business requirements into scalable designs, define non-functional requirements, estimate effort, and drive implementation.

BFSI experience and strong client-facing skills across discovery, rapid prototyping, solution shaping, workshops, and technical presentations.

Bachelor's degree in a relevant discipline. Cloud, Kubernetes, AI engineering, MLOps, data engineering, architecture, or security certifications are preferred.

Thanks & regards,

Lakshmi Bhavani ,

Apptoza Inc.

Phone: 678-392-3978 Ext 4640

Phone: 437-291-3224 Ext 1105

Mail id : Lakshmi.bhavani@apptoza.com

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, rapidly build and validate solutions, and deliver enterprise AI and data applications through production launch. Own pipelines, operationalization, post-launch reliability and optimization, adoption measurement, and structured handover.

Requirements

Requires 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering, with strong hands-on skills in Python, PySpark, SQL, APIs, and production tooling. Candidates should have experience with Claude and modern AI patterns, MLOps/LLMOps, enterprise cloud and security, and client-facing delivery; a relevant bachelor's degree is required.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Data Engineering
MLOps/LLMOps
CI/CD
Kubernetes
Airflow
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

Keywords

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

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