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Added 8 hours ago
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Senior Demand Generation Manager
Trulioo
Remote, Canada
- Full-time
- Remote
Reporting to the Head of Marketing, the Senior Demand Generation Manager is responsible for owning net new pipeline for mid-market and enterprise accounts, with a real account-based motion…
Added 8 hours ago
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Principal Software Engineer, Docker Hardened Images
Docker
Remote, Canada
- Full-time
- Remote
Docker has been one of the most loved brands in developer tooling, trusted by more than 20 million monthly users and over 20 billion container image pulls. From solo founders to the world's…
Added 8 hours ago
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Senior Manager Global Internal Audit and Internal Controls
Alimentation Couche-Tard
Laval, QC
- Internship
…planning.Demonstrated ability to influence and collaborate with senior stakeholders across multiple countries, functions, and business…
Added 8 hours ago
QD
Senior Account Executive, Enterprise
Qu Data Centres
Toronto, ON
- Full-time
We are adding a Senior Account Executive to our Ontario enterprise team. This is a senior, quota-carrying seat for someone who sells at the C-suite, brings a point of view to the table, and…
Added 8 hours ago
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Business Analytics Specialist, Temporary
Aviso
Toronto, ON
- Temporary
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 8 hours ago
RH
Senior Payroll Specialist
Robert Half
Toronto, ON · Greater Toronto Area, Canada
- $45 to $50 CAD / hour
- Contract
Our client is seeking a Senior Payroll Specialist to support payroll operations across both Canadian and U.S. employee populations. This role is ideal for a payroll professional who thrives…
Added 8 hours ago
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Investment Sales Analyst
CBRE
Toronto, ON
- Part-time
…integrity. Supported by ongoing coaching and direct exposure to senior team members, the Analyst will progressively take ownership of assigned workstreams while maintaining a strong sense…
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Analyste principal(e) en soutien applicatif – Actions
CGI
Montreal, QC
- Full-time
Senior Application Support Analyst – Equities
Added 8 hours ago
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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,…
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Sales Account Executive - SAP Academy for Customer Success - Canada (Hybrid)
SAP
Vancouver, BC
- Full-time
Receive onboarding in your local market with on-the-job training and mentoring by a Senior Account Executive in the field. You will be able to work both behind the scenes and directly with…
Added 8 hours ago
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Personal Support Worker
SE Health
Campbellford, ON
- Part-time
…our work. As a social enterprise, we support research into Senior’s Health and…
Added 8 hours ago
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CTTO - Project Manager
Sobeys
Mississauga, ON
- Full-time
Effectively communicate and engage with all stakeholders, focusing on the senior sponsor, to drive project engagement and ensure delivery is in alignment with business goals.
Added 8 hours ago
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Senior Manager, Analytics & Insights
SE Health
Markham, ON
- Full-time
The Senior Manager, Analytics & Insights leads SE Health’s analytics delivery team and owns the partnership between that team and the business. This hands-on leadership role exists to…
Added 8 hours ago
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Operations Manager
Fintel Connect
Vancouver, BC
- Full-time
Experience working directly with senior leadership, ideally in B2B SaaS, fintech or another enterprise-facing environment
Added 9 hours ago
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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 9 hours ago
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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 9 hours ago
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Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
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Lead, Projects
Glencore
Sparwood, BC
- $108,000 to $126,000 CAD / year
- Full-time
Reporting to the Senior Lead, Projects, the Lead, Projects is responsible for the management and execution of predominantly instream projects to support fish and fish habitat planning and…
Added 9 hours ago
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Activision 2027 Summer Internshps - Game Engineering (Vancouver)
Activision
Vancouver, BC
- Full-time
…low-level framework parameters, participate in code reviews with senior engineers, and maintain architectural integrity across the entire development…
Added 9 hours ago
FC
Operations Manager
Fintel Connect
Vancouver, BC
- Full-time
Experience working directly with senior leadership, ideally in B2B SaaS, fintech or another enterprise-facing environment
Added 9 hours ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Strong stakeholder management, with the ability to influence senior leaders and translate business needs into technical solutions.
Added 9 hours ago
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Human Capital Advisory, Supervisor
RSM Canada
Toronto, ON
- Full-time
…enablement, and workforce optimization. You’ll collaborate with senior leaders, guide project teams, and contribute to the growth of our rapidly expanding…
Added 9 hours ago
OJ
Assistant General Counsel – Insurance Regulatory & Corporate
Oliver James
Toronto, ON
- Full-time
Reporting into senior international legal leadership and working closely with the Canadian executive team, the successful candidate will serve as the primary legal and regulatory adviser…
Added 9 hours ago
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Senior Product Manager, AI Harness
Verily
Waterloo, ON
- Full-time
Added 9 hours ago
CI
Senior Property Accountant
Colliers International
Toronto, ON
- Full-time
This position is for a Senior Property Accountant based in Toronto, ON***

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

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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.

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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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