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Added 4 mins ago
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Applications Development Intermediate Programmer Analyst
Citi
Mississauga, ON
- Full-time
As a bank with a brain and a soul, Citi creates economic value that is systemically responsible and in our clients' best interests. As a financial institution that touches every region of…
Added 4 mins ago
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AI Associate Principal - Radioconjugate Discovery
AstraZeneca
Hamilton, ON · Canada – Hamilton – Longwood Road South
- Full-time
The AI Associate Principal - Radioconjugate Discovery will be accountable for designing, building, deploying, and maintaining software and AI-enabled solutions that accelerate…
Added 18 mins ago
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Platform Developer
Plusgrade
Montreal, QC · CAN - Montreal
- Full-time
You'll contribute to platform engineering initiatives that improve the infrastructure, deployment workflows, and operational tooling used by Plusgrade engineering teams. You'll build,…
Added 19 mins ago
RS
UX Designer II
Radiant Systems Solutions, Inc
Bas-Saint-Laurent, QC
- Contract
We are seeking a UX Designer II to contribute to the design of intuitive, user-centered software solutions for enterprise applications. The successful candidate will understand user needs,…
Added 33 mins ago
PH
Salesforce Administrator
Prospect Human Services Society
Calgary, AB
- Full-time
Automation and configuration: progressively takes on more complex configuration and Flows under the guidance of the Senior Salesforce Administrator & Integrations Specialist.
Added 33 mins ago
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Technology Product Specialist
MNP
Calgary, AB
- Full-time
MNP is proudly Canadian. Providing business strategies and solutions, we are a leading national accounting, tax and business advisory firm in Canada. Entrepreneurial to our core, our…
Added 33 mins ago
AC
Global Mobility Tax - Senior Manager
ACCA Careers
Calgary, AB
- Full-time
Knowledge of automation & digitization in a professional services environment including but not limited to: innovating through new and existing technologies, experimenting with digitization…
Added 33 mins ago
AI
Senior Full Stack Developer - Java, Spring, Angular
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
We’re seeking a Senior Full Stack Developer to join a high-performing engineering team building modern, customer-facing web applications and resilient backend services. You will work with…
Added 33 mins ago
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Senior Product Designer
Mission.dev
ON · Ontario, Canada
- $180,000 to $250,000 USD / year
- Full-time
This venture-backed, profitable AI startup develops voice automation technology for large-scale enterprise customer conversations. The small team focuses on building sophisticated tools…
Added 33 mins ago
IE
Manager, Supply Chain & Innovation
IMAX Enhanced | Streaming & Consumer Technology
Mississauga, ON
- Full-time
The Manager will assess existing processes and ways of working, identify opportunities to simplify and standardize operations and lead the development and implementation of improved…
Added 33 mins 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 33 mins ago
ZS
Chatbot Developer
Zodiac Solutions, Inc
Toronto, ON
- Full-time
…Validate chatbot responses for accuracy, relevance, completeness, and consistency.• Create and execute test scenarios, test cases, and regression test suites.• Identify hallucinations,…
Added 33 mins ago
IE
Analyst, Business
IMAX Enhanced | Streaming & Consumer Technology
Mississauga, ON
- Full-time
IMAX is seeking a Business Analyst to bridge business functions, technology teams, data teams, project management, and senior leadership in defining and delivering technology-enabled…
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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Senior Analyst/Associate, Corporate Development
Corix
Vancouver, BC
- Other
Identify and implement opportunities to leverage AI tools, workflow automation, and other technologies across the Corporate Development team.
Added 48 mins ago
PV
Senior Manager - CRM & Lifecycle Marketing
Pet Valu
Markham, ON
- Full-time
Hands-on experience with enterprise CRM and marketing automation platforms such as Bloomreach, Salesforce Marketing Cloud, Braze, Adobe Campaign, Iterable, Klaviyo, Emarsys, or similar…
Added 48 mins ago
AI Engineer, Data, AI and Analytics
WestJet Group
Calgary, AB
This role focuses on designing, developing, and supporting business applications, automations, and AI-enabled solutions that help teams work smarter, make better decisions, and improve…
Added 48 mins ago
O
Student Analyst, Total Portfolio Management (Winter 2027, 4 Months)
OMERS
Toronto, ON · Head Office Toronto
- Full-time
Enhancing and supporting automation, data visualization, and analytics to improve the group’s tool set and reporting
Added 48 mins ago
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Software Developer / Développement logiciel
Vention
Montreal, QC
- Full-time
Design, develop, and integrate robotic and automation systems for real client applications, owning your solutions end to end.
Added 48 mins ago
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Sr. Analyst, Visualization (RAIB)
McKesson
Mississauga, ON
- Full-time
You will partner with business leaders, risk teams, data scientists, and technology stakeholders to transform complex AI governance data into meaningful insights through dashboards,…
Added 48 mins ago
PG
Full Stack Engineer
Pacer Group
Toronto, ON
- $55 to $58 CAD / hour
- Contract
Hands-on experience with Node.js and developing full-stack solutions (MEAN or similar stacks).
Added 48 mins ago
IG
Data Engineer
Insight Global
Toronto, ON
- $70 to $80 CAD / hour
- Contract
…transformation focused on building data pipelines, integrating data, and migrating data workloads from on-premises environments to AWS. This person should be technically strong in Python…
Added 1 hour 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 1 hour ago
C
Governance Solutions Analyst Co-op
CIBC
Toronto, ON
- Full-time
The Enterprise Data & Records Management Office is responsible for developing and implementing data and records governance across the organization. As a Governance Solutions Analyst Co-op,…
Added 1 hour ago
M
Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
Manulife is making a significant investment in Advanced Analytics and GenAI to transform how Finance, Treasury, and Actuarial teams make decisions. Our AI team builds practical, governed…

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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