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Added 13 hours ago
MC
Senior Manager, Data Governance (36122)
Myticas Consulting
Toronto, ON
- Full-time
They are seeking an experienced Senior Manager, Data Governance to establish and operationalize an enterprise data governance framework, ensuring data ownership, stewardship, quality,…
Added 13 hours ago
S
Sales Account Executive - SAP Academy for Customer Success - Canada (Hybrid)
SAP
Vancouver, BC
- Full-time
SAP Business Technology Platform (BTP) & SAP Business Data Cloud (BDC) - Knowledge in database and data management, analytics, application development and integration, intelligent…
Added 13 hours ago
FH
Evaluation Lead, Mental Health & Substance Use (MHSU)
Fraser Health Authority
Surrey, BC
- $46.37 to $66.66 CAD / hour
- Full-time
…for the planning and development of evaluation frameworks, data analyses and reporting requirements by reviewing clinical, financial, human resource and operational data, and the…
Added 13 hours ago
S
CTTO - Project Manager
Sobeys
Mississauga, ON
- Full-time
Strong cross-functional stakeholder management, particularly across Marketing, Merchandising, Loyalty, E-commerce, Data/Analytics and Technology
Added 13 hours ago
SH
Senior Manager, Analytics & Insights
SE Health
Markham, ON
- Full-time
The Senior Manager is accountable for the team’s people, delivery, priorities and escalations, and for building and maintaining the demand pipeline with business, clinical and operations…
Added 13 hours ago
R
Senior Analyst, Software Compliance and Contract Management (T & I) (Telework/Hybrid)
Radio-Canada
Montreal, QC
- Full-time
The Software Contract and Compliance Management team is looking for a creative, highly skilled and talented Senior Analyst with solid knowledge of Software Compliance and Contract Lifecycle…
Added 13 hours ago
TG
Project Analyst Intern
TMX Group
Toronto, ON
- $20 to $23 CAD / hour
- Full-time
This role reports to: Senior Manager, Project Management Talent & Resources
Added 13 hours ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
We are seeking a hands-on Senior Data Engineer for a contract opportunity supporting key enterprise data initiatives within a financial services environment.
Added 13 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
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 13 hours ago
G
Experimentation Consultant
GAIN
Vancouver, BC
- $82,000 to $90,000 CAD / year
- Full-time
Research & interpret data, run statistical calculation, draw conclusions, and pitch actionable strategies, results, and insights to a wide variety of client stakeholders and senior…
Added 13 hours ago
TU
Finance Analyst, Capital Financial Reporting
The University of British Columbia
Vancouver, BC
- $7,727.33 to $11,112 CAD / month
- Full-time
Ensures the Finance Manager, CFR and senior management are supported in strategic and operational decision making with financial information and analyses that is relevant, timely and…
Added 13 hours ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Oversee data modelling, warehousing and lakehouse architecture, and streaming, ensuring the data layer is ready to serve both analytics and AI workloads.
Added 13 hours ago
H
Technical Marketing Specialist
Hays
Toronto, ON
- $132,000 to $135,000 CAD / year
- Full-time
Preparing reports, presentations, dashboards, and recommendations for senior stakeholders.
Added 13 hours ago
KR
Valuations Senior Analyst
Kassen Recruitment
AB · Edmonton, AB
- $100,000 to $120,000 CAD / year
- Full-time
A well-regarded organization is seeking a skilled Valuations Senior Analyst to join its finance team. This opportunity is ideal for someone looking to expand their business valuation…
Added 13 hours ago
V
Senior Product Manager, AI Harness
Verily
Waterloo, ON
- Full-time
Verily Health is a data platform and technology company purpose-built to power AI-enabled precision health solutions that accelerate research and improve care for individuals and…
Added 13 hours ago
M
Director People Experience Strategy
Manulife
Toronto, ON · Waterloo, ON
- Full-time
Present insights, recommendations, and outcomes to senior leaders and stakeholders.
Added 13 hours ago
K
Project Manager
Kyndryl
Regina, SK
- Full-time
Manage senior customer relationships, customer satisfaction, and alignment with organizational goals.
Added 13 hours ago
AW
Business Analytics Specialist, Temporary
Aviso Wealth
Remote, Canada
- Temporary
- Remote
Reporting to the Senior Director of Data Science and AI Enablement, you will be instrumental in supporting the business analytics functions at Aviso Wealth. Principle responsibilities…
Added 13 hours ago
AW
Business Analytics Specialist, Temporary
Aviso Wealth
Remote, Canada
- Temporary
- Remote
Reporting to the Senior Director of Data Science and AI Enablement, you will be instrumental in supporting the business analytics functions at Aviso Wealth. Principle responsibilities…
Added 13 hours ago
FH
Analyst, Business Systems
Fraser Health
Surrey, BC
- Full-time
Demonstrated expertise in business analysis, requirements gathering, workflow assessment, process modeling, and data analysis.
Added 13 hours ago
TI
Experimentation Consultant
This is Gain Ltd
Remote, Canada
- $82,000 to $90,000 CAD / year
- Full-time
- Remote
Research & interpret data, run statistical calculation, draw conclusions, and pitch actionable strategies, results, and insights to a wide variety of client stakeholders and senior…
Added 14 hours ago
AC
Principal, Corporate Safety Assurance and Compliance - Cargo
Air Canada
Toronto, ON
- Full-time
Provide regional support, training and education regarding CSEQ Analytics and data mining
Added 14 hours ago
Sr Business Analyst - Disruption Management
WestJet Group
Calgary, AB
WestJet is looking for an experienced Senior Business Analyst to join our Disruption Management team, reporting into the Portfolio Manager, Disruption Management.
Added 14 hours ago
PV
Senior Director - Customer Analytics, Data & AI
Pet Valu
Markham, ON
- Full-time
Position: Senior Director, Customer Analytics, Data & AI
Added 14 hours ago
OT
Investment Analyst, Dynamic Asset Allocation, Total Fund Management
Ontario Teachers' Pension Plan
Toronto, ON
- Full-time
The Investment Analyst exercises judgement in conducting research, interpreting data, selecting analytical approaches and prioritizing day-to-day activities within established objectives…

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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