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Executive Producer, Publishing (English Services) (On-Site)
Radio-Canada
Toronto, ON
- Full-time
…Affairs & Investigative, and Newsgathering, Assignment & Story Development. Working closely with discovery, product and data teams, you continually look for ways to improve the audience…
Added 1 day ago
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Développeur Microsoft Dynamics 365 Business C
CGI
Montreal, QC
- Full-time
Profile: Intermediate to Senior Developer with strong technical expertise in Microsoft Dynamics 365 Business Central and AL development.
Added 1 day ago
SI
Dietary Aide
Shannex Incorporated
Halifax, NS
- Full-time
…healthcare sector, Shannex offers opportunities for growth, development and advancement. And at the end of every day, you will know you’ve made a measured difference in the lives of our…
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Senior Application Support Specialist / Database Administrator
CGI
Halifax, NS
- Full-time
We are seeking an experienced Senior Application Support Specialist / Database Administrator (DBA) with extensive expertise in enterprise application support, database administration,…
Added 1 day ago
CC
Senior Clinical Leader, Long-Term Care
Canadian College of Health Leaders - Northwestern Ontario Chapter
Winnipeg, MB
- Full-time
Guided by our purpose of Helping People Live Better, Extendicare is a leading provider of senior care and services across Canada. With a record 13 million hours of care delivered through…
Added 1 day ago
SI
Continuing Care Assistant
Shannex Incorporated
Brookfield, NS
- Full-time
…healthcare sector, Shannex offers opportunities for growth, development and advancement. And at the end of every day, you will know you’ve made a measured difference in the lives of our…
Added 1 day ago
UO
Analyst, Financial Reporting
University of Calgary
Calgary, AB
- Full-time
…who are responsible for providing consultation and support services to the University relating to financial analysis and reporting and process/procedures/policy/systems improvements and…
Added 1 day ago
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Director, Organizational Development Services
NAIT (Northern Alberta Institute of Technology)
AB · Edmonton, AB
- Full-time
…powerful, integrated strategy. As Director, Organizational Development Services, the successful candidate will play a key role in bringing this vision to…
Added 1 day ago
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Senior Payroll Specialist
Swim Recruiting
Burnaby, BC
- $75,000 to $90,000 CAD / year
- Full-time
The Senior Payroll Specialist will be eligible right away for the defined contribution municipal pension plan. There is a good bonus program, with a target of around 8% to 10%.…
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Human Resources Director
OpTalent | Canada | Recruitment
Toronto, ON · Etobicoke, ON
- $130,000 to $150,000 CAD / year
- Full-time
…strategic leadership across workforce planning, organizational development, talent management, leadership development, employee relations, compensation, policy development and…
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Tax Manager
TalentCompass
AB · Edmonton, AB
- $115,000 to $130,000 CAD / year
- Full-time
You will play a senior technical and client-facing role within the firm, working closely with the Partners and the broader accounting team. You will provide tax planning and advisory…
Added 1 day ago
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Estimator, Camp Services
ATCO Structures
Calgary, AB
- Full-time
We are seeking an Estimator to support our workforce accommodation and camp services business. In this role, you will develop accurate, competitive, and commercially sound estimates for…
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Defence Consulting Expert
CGI
Ottawa, ON
- Full-time
CGI is seeking a Director Consulting Expert – Defence to support and expand our defence consulting and IT services business in Canada. This role combines senior client engagement, strategic…
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Radio Producer (French Services) (On Site)
Radio-Canada
Rouyn-Noranda, QC
- Full-time
…produce the drive-home show. In this role, you will report to the Senior Manager in…
Added 1 day ago
SI
Housekeeping
Shannex Incorporated
Dartmouth, NS
- Full-time
…healthcare sector, Shannex offers opportunities for growth, development and advancement. And at the end of every day, you will know you’ve made a measured difference in the lives of our…
Added 1 day ago
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Coordinator, Managing Director’s Office
Federation of Canadian Municipalities
Ottawa, ON · Hybrid - Ottawa
- Full-time
…Director’s Office’s communications and operations, coordinating services to support internal operations, as well as helping with communications, event, and materials production to support…
Added 1 day ago
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Customer Experience Associate
Stord
Delta, BC · YVR - Delta, BC
- Full-time
By combining comprehensive commerce-enablement technology with high-volume fulfillment services, Stord provides brands a platform to compete with retail giants. Stord manages over $10…
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EN- CALL FOR APPLICATIONS FOR A STRATEGIC PARTNERSHIP US - CANADA
Nkinda
ON · Ontario, Canada
- Contract
1. Technology integration and co-development : integrate TalaSync AI agents into your own solutions, services or customer portfolios.
Added 1 day ago
TM
Asst Contr & Sr Mgr Acct&Repo
Toronto Metropolitan University
Toronto, ON
- Full-time
The Financial Services Division Is An Exceptionally Client-focused And Collaborative Group Reporting To The Chief Financial Officer. The Financial Services Team Are Guided By Principles Of…
Added 1 day ago
RF
Regional Manager (Downtown/Scarborough)
Real Fruit Bubble Tea
Toronto, ON
- $80,000 to $130,000 CAD / year
- Full-time
Reporting directly to the Senior Management Team, including Operations and Executive leadership, the Regional Manager oversees the daily operations, sales performance, team development, and…
Added 1 day ago
AI
Python 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 1 day ago
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Consultant - Strategy & Operations (Future Opportunity) - Digital Customer
Deloitte
Toronto, ON
- Full-time
…as the largest 100% Canadian-owned and operated professional services firm in our country, we are proud to work alongside our clients to make a positive impact for all…
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Senior Manager- Clean Economy
Deloitte
St. John's, NL · Greater St. John's Metropolitan Area
- Full-time
…as the largest 100% Canadian-owned and operated professional services firm in our country, we are proud to work alongside our clients to make a positive impact for all…
Added 1 day ago
WI
Senior Civil Engineer - Municipal Engineering
WSP in Canada
Cornwall, ON
- Full-time
Municipal infrastructure is at the heart of thriving communities. As a Senior Civil Engineer - Municipal Engineering, you will lead the delivery of impactful infrastructure projects that…
Added 1 day ago
WI
Senior Civil Engineer - Land Development
WSP in Canada
Cornwall, ON
- Full-time
Communities are growing, infrastructure is evolving, and the need for thoughtful, sustainable development has never been greater. As a Senior Civil Engineer - Land Development, you'll help…

Apptoza Inc.

Python Developer

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
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

Job Title: Forward Deployed Engineer (Python/Pyspark Developer)

Location: Toronto, ON

Duration: Fulltime (Hybrid)

Requirement: Immediate

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.

In addition to your confirmation, please provide us with your most recent updated resume. We also require the following details from you:

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real data, and deliver enterprise AI and data applications from prototype through production launch. Build and operate data pipelines and AI workflows, manage production reliability and optimization, measure adoption and business impact, and complete structured handovers.

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 experience with Claude and generative AI patterns, enterprise data pipelines and security, and client-facing delivery; a relevant bachelor's degree is required, while relevant certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Semantic Search
Agentic AI
Data Engineering
MLOps/LLMOps
Kubernetes
Airflow
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 (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
Data Lineage

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