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Added 20 hours ago
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Database Administrator
Bevertec
Toronto, ON · Greater Toronto Area, Canada
- Contract
…team. In this role, you will be the backbone of our enterprise data environment, managing both on-premises and cloud-based infrastructure (Azure), while overseeing critical business…
Added 20 hours ago
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Engagement Manager
Straive
Calgary, AB
- Full-time
Straive is a global leader in enterprise-grade Data Analytics and AI solutions, committed to empowering businesses across various industries with cutting-edge technology and expert…
Added 20 hours ago
BR
Research Analyst
BCA Research
Montreal, QC
- Full-time
The Research Analyst is responsible for conducting data analysis, developing research support materials and contributing to the production of investment research within a structured…
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Bilingual Senior QA Analyst – Finance & Enterprise Performance Management (EPM)
Hays
Montreal, QC
- Contract
Job Title: Bilingual Senior QA Analyst – Finance & Enterprise Performance Management (EPM)
Added 20 hours ago
PC
Senior Software Development Engineer in Test (SDET) / Quality Engineering Architect
Pyramid Consulting, Inc
Mississauga, ON
- $70 to $79 CAD / hour
- Contract
Immediate need for a talented Senior Software Development Engineer in Test (SDET) / Quality Engineering Architect. This is a 06+months contract opportunity with long-term potential and is…
Added 20 hours ago
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Software Engineer
Kelly
Mississauga, ON
- Contract
Job Title: Senior Forward Deployed Engineer – Spread Products (Financing & Securitization)
Added 20 hours ago
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Python Developer -Forward Deployed, Pyspark
Apptoza Inc.
Toronto, ON
- Contract
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…
Added 20 hours ago
Branch Administrator
City of Edmonton
AB
Operating as the central information hub for the Office of the Branch Manager, you will deliver senior-level administrative support to ensure the efficiency and responsiveness of branch…
Added 20 hours ago
Strategic Business Analyst
City of Edmonton
AB
As a Strategic Business Analyst, you will lead the intersection of practical innovation, workflow analysis, and data driven solutions. Operating with high autonomy, you will partner…
Added 20 hours ago
7
Product Designer
7shifts
Remote, Canada
- $105,000 to $130,000 CAD / year
- Full-time
- Remote
As a Product Designer at 7shifts, you're building solutions that restaurants actually need. Reporting to the Senior Director, Product Design and Research, you own the full design process:…
Added 20 hours ago
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Manager, Digital Product Marketing - RBC Direct Investing
Royal Bank of Canada
Toronto, ON
- Full-time
Structure content for discoverability across search engines and AI-powered answer engines: schema markup, structured data, semantic HTML, and content patterns that earn citations in…
Added 20 hours ago
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Senior Software Quantitative Engineer
Royal Bank of Canada
Vancouver, BC · Toronto, ON
- Full-time
Develop code to extract data from various sources to support development of the models
Added 20 hours ago
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Cost Control Lead
Turner & Townsend
Toronto, ON
- Full-time
Proven ability to synthesize cost data across programs and deliver strategic financial reporting to senior stakeholders.
Added 20 hours ago
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Product Manager
UAP Inc.
Cambridge, ON · Scarborough, Ontario
- $70,100 to $87,600 CAD / year
- Full-time
Prepare detailed analyses for the Senior Market Manager as well as the data files necessary to update the specification sheets for their line of products
Added 20 hours ago
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Senior Financial Planner
Raymond James
Vancouver, BC · Toronto, ON
- Full-time
The Senior Financial Planner is an integral member of our Total Wealth Solutions team that is dedicated to delivering service excellence in supporting our Raymond James advisory teams…
Added 20 hours ago
AG
Senior Analyst, Marketing Science
Adelphi Group
Toronto, ON
- Full-time
As a Senior Analyst, Marketing Science, you have a background in data analysis, statistics, econometrics, performance marketing, digital analytics, media planning/strategy, or something…
Added 20 hours ago
Pharmacy Assistant (Pharmacy Software/Kroll Data Entry) Remote / Hybrid
CareRx
Cambridge, ON
At CareRx, we are shaping the future of senior care through pharmacy services that make a real difference. As Canada’s trusted leader in specialty pharmacy services for long-term care,…
Added 20 hours ago
BG
Dealer Development Sales Coordinator
Brandt Group of Companies
Regina, SK
- Full-time
Coordinate with sales data analyst to develop and maintain dealer and Territory Manager dashboards across Brandt product lines to provide timely visibility to sales activity, performance…
Added 20 hours ago
FS
Solution Architect
Focus Systems Inc.
Regina, SK
- Full-time
Establish architecture approaches for API integrations, distributed services, and enterprise data environments.
Added 20 hours ago
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Senior Business Systems Analyst (Guidewire) - PolicyCenter & BillingCenter
Akkodis
Toronto, ON
- Contract
Position: Senior Business Systems Analyst (Guidewire) - PolicyCenter & BillingCenter
Added 20 hours ago
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Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
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…
Added 20 hours ago
PC
Global Sales Incentive Plan Analyst
Pursuit Collection
Banff, AB · Calgary, AB · CAN - Banff Office (Support Services)
- Full-time
Help senior stakeholders achieve business results by:
Added 20 hours ago
Innovation Analyst, Information Technology
Laura Canada
Laval, QC
Work across all levels of the organization, interacting with senior executives and operational teams alike.
Added 20 hours ago
Senior Maintenance & Reliability Engineer
Steel Reef Infrastructure Corporation
Calgary, AB
Steel Reef is seeking a Senior Maintenance & Reliability Engineer for its Calgary office. This role supports the safe, reliable, and cost-effective operation of Steel Reef's equipment, with…
Added 20 hours ago
S
Senior Account Manager
SoTalent
Richmond Hill, ON
- Full-time
Utilize data, analytics, and market insights to identify growth opportunities, improve profitability, optimize trade investment returns, and enhance product availability.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

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, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 27, 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 and engineering teams to understand workflows, assess real-world data, and build, validate, and deploy production AI and data applications. Own delivery from prototyping through launch, monitoring, stabilization, adoption measurement, and 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, cloud technologies, and MLOps/LLMOps. Candidates should have BFSI experience, strong client-facing and solution-design abilities, and a bachelor's degree in a relevant discipline.

Skills

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

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

Keywords

Python
PySpark
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
Monitoring
Rollback
Data Lineage

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