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Added 2 days ago
Volunteer - Children's Recreation Program Volunteer
Catholic Social Services
Edmonton, AB
We are seeking enthusiastic, creative, and dependable volunteers to support our children's recreational programming. This role is ideal for individuals who enjoy working with children and…
Added 2 days ago
A
Merchandiser
Acosta
Abbotsford, BC
- Part-time
…information you provide (for example, your résumé or answers to application questions) to support our hiring team’s review. All hiring decisions include human…
Added 2 days ago
TU
Marketing and Communications Specialist, SHCS - Okanagan
The University of British Columbia
Kelowna, BC
- $7,158.42 to $10,292.25 CAD / month
- Full-time
…Services, Conferences and Accommodations and Parking, with support to the Bookstore and other SHCS portfolios as…
Added 2 days ago
Legal Assistant - Securities
Clark Wilson
Vancouver, BC
Support the broader needs of the firm and Partnership, including providing coverage during absences, assisting with duties outside regular responsibilities, and responding to evolving…
Added 2 days ago
FG
Service Technician - FFUN Motorsports, Yorkton, SK - Relocation Bonus Offered Up to $5,000
FFUN Group
Yorkton, SK
- Full-time
Relocation Support Available: To support the right candidate, we offer a relocation package of up to $5,000 for those relocating to Yorkton.
Added 2 days ago
OA
Sales Manager - OpenRoad Subaru Boundary
OpenRoad Auto Group
Vancouver, BC · Burnaby, British Columbia
- Full-time
…information is provided, as incomplete submissions may delay the application…
Added 2 days ago
Pharmacy Technician - Instructor
Okanagan College
Kelowna, BC
Every course you create, every student you support and every connection you build, it all matters.
Added 2 days ago
SD
Beauty Manager, Hourly Full Time Day
Shoppers Drug Mart
Toronto, ON
- Full-time
Please Note: If you have Employee Self Service (ESS) on Workday, apply to this job via the Workday application.
Added 2 days ago
GD
DYNAMITE - Stylist - Upper Canada Mall
Groupe Dynamite, Inc Garage
Newmarket, ON
- Full-time
We are committed to employment equity and making the application process as fair and efficient as possible! Artificial intelligence is used solely as an evaluation tool to support the…
Added 2 days ago
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Communications Coordinator
BMO
Toronto, ON · FCP
- Full-time
…and create/deliver communication solutions that effectively support and address communications needs. Sources content and feedback, assesses information and translates thoughts into…
Added 2 days ago
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Business Analyst, Security Education
BMO
Toronto, ON · FCP
- Full-time
Provides specialized consulting, analytical and technical support.
Added 2 days ago
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Head, CBB Lending & Segment Operations
BMO
Toronto, ON · BMOPLACE
- Full-time
…office, file review, KYC remediation and fraud due diligence support teams, ensuring operational excellence, sound risk management, and consistent service delivery across the business.…
Added 2 days ago
R
Hyper Automation Lead
Raise
Calgary, AB
- Full-time
The Hyper Automation Lead is accountable for leading the end-to-end delivery and support of low-code automation solutions across the airline. This role works closely with business and…
Added 2 days ago
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7808 - 3rd Key
Lids
Toronto, ON · Etobicoke, ON
- $18.1 USD / hour
- Part-time
Support and adhere to all LIDS Retail policies, procedures, and guidelines.
Added 2 days ago
TG
Project Analyst Intern
TMX Group
Toronto, ON
- $20 to $23 CAD / hour
- Full-time
…closely with Project Managers and business stakeholders to support key project initiatives, assist with financial and expense reporting, and build polished presentation materials. This is…
Added 2 days ago
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5759 - 3rd Key
Lids
Toronto, ON
- $18.1 USD / hour
- Part-time
Support and adhere to all LIDS Retail policies, procedures, and guidelines.
Added 2 days ago
L
7767 - Seasonal Sales Help
Lids
Fort McMurray, AB
- $15 USD / hour
- Temporary
Support and adhere to all LIDS Retail policies, procedures, and guidelines.
Added 2 days ago
TH
Apprentice Technician
The Humberview Group
Goderich, ON
- Full-time
Boot & Tool Allowance – Support for the equipment you rely on every day.
Added 2 days ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
Working closely with business stakeholders, application teams, vendors, Data Architecture and Analytics, the successful candidate will translate business and technical requirements into…
Added 2 days ago
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7818 - Assistant Store Manager PT
Lids
Vaughan, ON
- $18.1 USD / hour
- Part-time
Effectively prepare store for inventory audits and support in performing them as needed to confirm inventory accuracy.
Added 2 days ago
NC
Specialist Tailings
Newmont Corporation
Dease Lake 9, BC
- $113,600 to $151,500 CAD / year
- Full-time
…local communities, and our partners to create lasting value and support opportunities across the…
Added 2 days ago
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Senior HP NonStop (Tandem) Developer – BESS Wire Payments
Cogency
Toronto, ON
- Full-time
Cogency is seeking an experienced HP NonStop (Tandem) Developer to support the Bank's legacy BESS (Banking Electronic Support System) wire payments application while its successor, the new…
Added 2 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
Added 2 days ago
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7734 - 3rd Key(H)
Lids
Lloydminster, AB
- $15.5 USD / hour
- Full-time
Effectively prepare store for inventory audits and support in performing them as needed to confirm inventory accuracy.
Added 2 days ago
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Agent Method // Methods Agent
Actalent
Mirabel, QC
- $35 to $60 CAD / hour
- Contract
…and manufacturing strategies, and provides ongoing technical support to operations to ensure efficient, standardized, and compliant processes. The role offers the opportunity to contribute…

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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