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Added 8 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 8 days ago
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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 8 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 8 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 8 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 8 days ago
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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 8 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 8 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 8 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 8 days ago
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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 8 days ago
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Manager, Engineering - TD Data Platform
TD
Toronto, ON
- Full-time
Strong data engineering background with hands-on expertise in PySpark, Python and SQL.
Added 8 days ago
M
Sr. Analyst, Visualization (RAIB)
McKesson
Mississauga, ON
- Full-time
● Python or R programming experience for analytics automation and reporting.
Added 8 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 8 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 8 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 8 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 8 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…
Added 8 days ago
M
RQ11255 - Systems Testing/QA Specialist - Senior
Maarut
Toronto, ON
- Contract
against the various components. The tester will work with the testing lead and
Added 8 days ago
KG
PKI & Certificate Automation Engineer
K&K Global Talent Solutions INC.
ON · Ontario, Canada
- Full-time
This role requires deep hands-on experience with Ansible automation, REST API integrations, Linux administration, Python scripting, ServiceNow workflow automation, and certificate…
Added 8 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
…application development, and client-facing consulting. You will embed with business users, client SMEs, product owners, and engineering teams to understand complex workflows, rapidly…
Added 8 days ago
DM
Senior Zoho Developer
DULCEDO Management
Toronto, ON
- Full-time
…the talents we represent and the brands who want to partner with…
Added 8 days ago
H
Software Engineer – Platform Security & Modernization
HCLTech
Montreal, QC
- $85,000 to $90,000 CAD / year
- Full-time
…modernizing legacy applications, and enhancing reliability through automation, observability, and engineering best…
Added 8 days ago
Senior Quality Assurance Analyst
Mariner
NS
This role involves close collaboration with the existing QA Test Lead and Agile delivery team, contributing to test planning, execution, automation, defect management, and continuous…
Added 8 days ago
Senior Analyst - Individual Insurance Actuarial Inforce and Policy Tax
Equitable
Waterloo, ON
Experience with coding languages such as Python, C, or C++
Added 8 days ago
Senior Quality Assurance Analyst
Mariner
Halifax, NS
This role involves close collaboration with the existing QA Test Lead and Agile delivery team, contributing to test planning, execution, automation, defect management, and continuous…

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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