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Added 7 days ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
Python experience for data processing, integration or automation.
Added 7 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
Added 7 days ago
A
Software Development Engineer In Test
Actalent
Ottawa, ON
- $45 to $65 CAD / hour
- Contract
This role focuses on Python-based test automation for over-the-air (OTA) software updates within a complex, dependency-rich component. You will join a roughly 15-person software testing…
Added 7 days ago
M
Associé(e) principal(e) en automatisation de l’intelligence artificielle/Sr. Associate AI Automation Specialist
McKesson
Montreal, QC
- Full-time
McKesson is seeking a Sr. Associate AI Automation Specialist to build and support reliable automation for cloud-based data pipelines and platform workflows. You will use Python and SQL to…
Added 7 days ago
B
QNX- Software Testing Development Student (Winter 2027)
BlackBerry
Ottawa, ON
- Full-time
Collaborating closely with the QNXE Development Team to ensure that new features are validated correctly
Added 7 days ago
TR
Privacy Operations Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
- Full-time
Build and maintain integrations with data discovery and classification tooling (e.g., OneTrust Data Discovery, BigID, Collibra, AWS Macie, Azure Purview, database crawlers) to automatically…
Added 7 days ago
M
Gestionnaire, Ingénierie du Hub de données et Produits de données/Manager, Data Hub Eng & Data Products
McKesson
Montreal, QC
- Full-time
Expérience avec SQL, Python, Spark, les API ou d’autres technologies connexes d’ingénierie des données.
Added 7 days ago
C
Applications Development Intermediate Programmer Analyst
Citi
Mississauga, ON
- Full-time
…detail-oriented professional who thrives at the intersection of systems automation, data engineering, and financial services technology. This role is purpose-built for a hands-on…
Added 7 days ago
B
Automation Engineer
BMO
Toronto, ON · SCC
- Full-time
BMO's Infrastructure and Platform Automation team is seeking an Automation Engineer to play a key role in advancing automation, reliability, and operational excellence across the…
Added 7 days ago
A
AI Associate Principal - Radioconjugate Discovery
AstraZeneca
Hamilton, ON · Canada – Hamilton – Longwood Road South
- Full-time
Fusion Pharmaceuticals, part of the AstraZeneca Group, is redefining precision oncology with next‑generation radioconjugates that deliver powerful alpha‑emitting payloads directly to…
Added 7 days ago
P
Platform Developer
Plusgrade
Montreal, QC · CAN - Montreal
- Full-time
…You'll build, maintain, and improve infrastructure as code, automation, and platform components while supporting CI/CD pipelines, monitoring, alerting, troubleshooting across platform and…
Added 7 days ago
GBM - Trade Floor Technology Consultant Internship/Co-op - Summer 2027 (12-16 Months)
Scotiabank
Toronto, ON
As a Trade Floor Technology Consultant (Full Stack Developer), you will work on Scotiabank’s trade floor, providing full stack web development of applications and enhancement of web-based…
Added 7 days ago
Bilingual Senior Specialist, Software Engineering (Environment Management - DEVOPS)
CMHC - SCHL
Ottawa, ON · Montreal, QC
…environments reporting to the platform engineering manager. Working with platform, security, and application teams, you’ll build automation that allows environment provision, patching, data…
Added 7 days ago
L
QA Automation
LTM
Mississauga, ON
- Full-time
8 years of experience in a Quality Engineering role with a proven track record in designing and developing test automation frameworks
Added 7 days ago
ZS
Chatbot Developer
Zodiac Solutions, Inc
Toronto, ON
- Full-time
…recommend quality improvements.• Develop and maintain test automation for chatbot validation where possible.• Work closely with developers, AI engineers, and content teams to resolve…
Added 7 days ago
TT
Data and AI Lead, Development and Governance
Tundra Technical Solutions
Mississauga, ON
- $120,000 to $130,000 CAD / year
- Full-time
Position: Data and AI Lead, Development and Governance (Senior AI & Automation Developer)
Added 7 days ago
AI Engineer, Data, AI and Analytics
WestJet Group
Calgary, AB
Since our story took off in 1996, WestJet has strived to enrich the lives of everyone in our world; a career with us is no exception. We’re proud to be one of Canada’s most admired and…
Added 7 days ago
V
Software Developer / Développement logiciel
Vention
Montreal, QC
- Full-time
Write and maintain software and automation logic with a strong emphasis on clean, modular, maintainable implementations.
Added 7 days ago
T
Manager, Engineering - TD Data Platform
TD
Toronto, ON
- Full-time
Strong data engineering background with hands-on expertise in PySpark, Python and SQL.
Added 7 days ago
M
Sr. Analyst, Visualization (RAIB)
McKesson
Mississauga, ON
- Full-time
● Python or R programming experience for analytics automation and reporting.
Added 7 days ago
TI
JAVA BACKEND DEVELOPER
Tekgence Inc
Mississauga, ON
- Full-time
Java and Python We are seeking a skilled Backend Developer with 9 to 10 years of experience in designing, developing, and maintaining scalable backend applications. The ideal candidate will…
Added 7 days ago
IG
Data Engineer
Insight Global
Toronto, ON
- $70 to $80 CAD / hour
- Contract
…environments to AWS. This person should be technically strong in Python and SQL, have hands-on AWS migration experience, and be comfortable partnering directly with business stakeholders.…
Added 7 days ago
A
Senior SDET
Air-tek
Toronto, ON
- Full-time
Develop maintainable automation and supporting tools using Python and Pytest; experience with C# is also valuable.
Added 7 days ago
CE
Market Fundamentals Analyst
Cenovus Energy
Calgary, AB
- Full-time
Proficiency with data analysis and visualization tools such as Excel, Databricks, Power BI, Spotfire, RStudio, Python, or similar platforms.
Added 7 days ago
M
Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
Strong Python and SQL, with solid software engineering fundamentals such as Git-based workflows, code reviews, unit and integration testing, logging, readable code structure, debugging, and…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
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

Role: Forward Deployed Engineer (Python/Pyspark Developer)

Toronto

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.

Apply About employer

More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real client data, and build and deploy production-grade AI and data applications. Own delivery from prototyping through launch, monitoring, stabilization, 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 AI and MLOps/LLMOps, enterprise cloud and security practices, and client-facing delivery; a relevant bachelor's degree is required, while relevant certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Data Engineering
AI Application Development
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
MLOps
LLMOps
Cloud Data Platforms
Kubernetes
Client-Facing Consulting

Visa sponsorship

Not detected in the job text

Keywords

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

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