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Added 6 days ago
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Facilities Manager
CBRE
Vancouver, BC
- Full-time
At CBRE, we are committed to fostering a culture where everyone feels they belong. We value diverse perspectives and experiences, and we welcome all applications.
Added 6 days ago
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Senior Manager, Analytics & Insights
SE Health
Markham, ON
- Full-time
Added 6 days ago
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Solutions Architect
Philip Morris International
Toronto, ON
- Full-time
…technology solutions across multiple platforms, systems, and…
Added 6 days ago
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Sampler Stock Control (Afternoon Shift)
Bimeda
Cambridge, ON
- Full-time
…ERP Software system), as well as occasional use of MS Office applications such as MS Word and MS Excel, as it pertains to necessary warehouse paperwork and…
Added 6 days ago
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Merchandiser
Acosta
Abbotsford, BC
- Part-time
We’re excited to fill this role now! Applications are reviewed as they come in - don’t wait, apply today and join our team.
Added 6 days ago
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People & Culture Advisor
Engaged
Remote, Canada
- $63,000 to $75,000 CAD / year
- Full-time
- Remote
Added 6 days ago
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Registered Practical Nurse - Clinic
SE Health
Brampton, ON
- Full-time
We use AI to take notes during our interview. All applications and interviews are reviewed by our Talent Acquisition team. This role is a new addition. The hiring pay range is $28.00–$31.00…
Added 6 days ago
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Shop Technician
Toyota Motor Corporation
Kamloops, BC · Toyota Canada Inc - Head Office
- Full-time
Added 6 days ago
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Project Analyst Intern
TMX Group
Toronto, ON
- $20 to $23 CAD / hour
- Full-time
Please note that our company is not currently sponsoring work permit applications and the applicant must be authorized to work in the country where this position is located.
Added 6 days ago
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Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
Added 6 days ago
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Manager, Industrial Relations
Fluor Corporation
Leroy, SK
- Full-time
Fluor uses artificial intelligence (AI) in its hiring process to review applications and identify qualified candidates. M
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Agent Method // Methods Agent
Actalent
Mirabel, QC
- $35 to $60 CAD / hour
- Contract
Added 6 days ago
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CNC Machine Operator - Precision Equipment
CyberCoders
Chatham, NB
- $30 to $32 CAD / hour
- Contract
This job was first posted by CyberCoders on 10/23/2026 and applications will be accepted on an ongoing basis until the position is filled or closed.
Added 6 days ago
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Accounting and Administration Officer
Deloitte
Toronto, ON
- Full-time
Added 6 days ago
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Project Manager
Actalent
Burnaby, BC
- $43 to $53 CAD / hour
- Full-time
Added 6 days ago
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SOFTWARE DEVELOPER IN AI-ASSISTED PROGRAMMING
PMP SOLUTIONS
Quebec, QC
- Full-time
As a developer, you’ll be called upon to develop innovative software applications to improve the daily life of wood mill employees, make sure that our software applications are useful to…
Added 6 days ago
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Software Development Engineer In Test
Actalent
Ottawa, ON
- $45 to $65 CAD / hour
- Contract
Added 6 days ago
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Sales Associate | St Laurent | Part Time | $20 per hour
Michael Hill
Ottawa, ON
- Part-time
This is an active vacancy, and we use AI- assisted tools to help assess applications based on job-related criteria.
Added 6 days ago
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Mechanical Design Engineer
Actalent
Ottawa, ON
- $110,000 to $150,000 CAD / year
- Full-time
Added 6 days ago
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Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Own production support for the AI and data applications, pipelines, and platform components the team delivers, including incident response, root cause analysis, and problem management.
Added 6 days ago
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Financial Analyst
LexisNexis
Toronto, ON
- Full-time
Proficiency in Microsoft Office applications and standard business software
Added 6 days ago
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Microelectronics Packaging Design Engineer
Actalent
Ottawa, ON · Kanata, ON
- $110,000 to $160,000 CAD / year
- Full-time
Familiarity with optical and RF communications, quantum computing, medical devices, automotive sensing, and datacenter connectivity applications.
Added 6 days ago
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Assistant General Counsel – Insurance Regulatory & Corporate
Oliver James
Toronto, ON
- Full-time
We welcome applications from candidates with diverse professional backgrounds who meet the core requirements of the position.
Added 6 days ago
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Technical Services Technologist Trainee - North Bay
NAV CANADA
North Bay, ON
- Full-time
NAV CANADA may use automated or AI‑enabled tools to help manage applications and identify job‑related qualifications. These tools do not make final hiring decisions. All hiring decisions…
Added 6 days ago
CI
Senior Property Accountant
Colliers International
Toronto, ON
- Full-time
Support the Business Applications department in testing and implementing new accounting software functions and features (YARDI).

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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