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Added 15 hours ago
H
Assessor Coordinator Degree Senior
HealthCareersInSask.ca
Saskatoon, SK
- Full-time
Department: Community Health Services Administration - Program Integration
Added 15 hours ago
E
Senior Portfolio & Program Manager, Operational Technology & Engineering
Equinix
Toronto, ON
- Full-time
…engineering acceptance, while this role owns portfolio governance, integration, and transition to operations, and recommends sequencing, funding, and prioritization decisions to leadership.…
Added 15 hours ago
Senior Policy Advisor
Government of Alberta
AB
…collaborative policy development and decisions to ensure optimal integration of business goals and ministry…
Added 15 hours ago
X
Senior Accountant
Xanadu
Toronto, ON
- Full-time
Asset Integration & Cross-Functional Collaboration
Added 15 hours ago
YM
Product Specialist, Outboard Motor & Marine Rigging Parts
YAMAHA MOTOR CANADA LTD.
Toronto, ON · North York, ON
- Full-time
P&A / Marine Rigging Integration - Work directly with Parts & Accessories development to advance the selection of key accessories and rigging parts to ensure availability at time of product…
Added 15 hours ago
P
Software Developer
Plusgrade
Montreal, QC
- Full-time
…Airways, Finnair to name a few. We’re looking for a fullstack developer to own meaningful capabilities in that product end to end, from the proposal to…
Added 15 hours ago
A
Product Owner - Asset Management, Temporary
Aviso
Toronto, ON
- Full-time
Understanding of end-to-end customer experience integration and dependencies
Added 15 hours ago
D
Salesforce Business Analyst
Delpath
Toronto, ON
- Contract
Extensive experience in gathering requirements for Salesforce features and functionality, including integration related work with Salesforce systems
Added 15 hours ago
D
Salesforce Developer
Delpath
Toronto, ON
- Contract
Relevant Salesforce accreditations (Platform Developer I, Platform Developer II, Integration Architect, Salesforce App Builder)
Added 15 hours ago
ES
Salesforce Consultant - FSC Cloud
Enterprise Solutions Inc.
Toronto, ON
- Contract
Job Title - Senior Salesforce Developer - Financial Services Cloud (FSC) & Enterprise Integrations
Added 15 hours ago
AC
Lead SAP TMS Consultant
Avance Consulting
Canada
- Full-time
Define and develop solution architecture, steering customization and integration efforts based on thorough business analysis
Added 15 hours ago
KS
Engineering Manager - Industrial Automation & Power Systems
Kinetic Search Group
Vancouver, BC · Greater Vancouver Metropolitan Area
- $170,000 to $190,000 CAD / year
- Full-time
…specialized engineering expertise, in-house manufacturing, systems integration, and comprehensive technical services to deliver customized solutions that improve operational efficiency,…
Added 15 hours ago
H
Bilingual Senior QA Analyst – Finance & Enterprise Performance Management (EPM)
Hays
Montreal, QC
- Contract
The QA Analyst will be responsible for planning, coordinating, and executing functional, integration, regression, and user acceptance testing for financial planning solutions, with…
Added 15 hours ago
PC
Senior Software Development Engineer in Test (SDET) / Quality Engineering Architect
Pyramid Consulting, Inc
Mississauga, ON
- $70 to $79 CAD / hour
- Contract
Familiarity with Security testing fundamentals (DAST/SAST integration into pipelines).
Added 15 hours ago
RD
Cloud Engineer (Azure & IaC)
Randstad Digital
Toronto, ON · Greater Toronto Area, Canada
- Full-time
Collaborative Environment: Integration into an agile, supportive engineering team focused on technical growth and cross-training.
Added 15 hours ago
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Programmer
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
…candidate will also contribute, when needed, to the development, integration, and evaluation of AI and machine-learning…
Added 15 hours ago
EA
Physician Engagement Specialist
Empathia AI
Canada
- Full-time
Added 15 hours ago
D
React.js Engineer Toronto Canada/ Hybrid
Damcosoft
Toronto, ON
- Contract
Write unit and integration tests to ensure application quality.
Added 15 hours ago
T
Frontend React DEVELOPER || Canada
TestingXperts
Toronto, ON
- Contract
Knowledge of unit, integration, component, and end-to-end testing.
Added 15 hours ago
S
Firmware Engineer
Solidigm
Vancouver, BC
- $116,480 to $174,800 CAD / year
- Full-time
Software/firmware development processes including workflow and continuous integration validation
Added 15 hours ago
AI
Python Developer -Forward Deployed, Pyspark
Apptoza Inc.
Toronto, ON
- Contract
Role: Python Developer -Forward Deployed, Pyspark
Added 15 hours ago
AS
Backend Developer
Axelon Services Corporation
Montreal, QC
- $65.52 USD / hour
- Other
Expertise in Object-Oriented Design, design patterns, architecture, and application integration.
Added 15 hours ago
Senior IT Business Analyst - SAP HR
L3Harris Technologies
Mirabel, QC
Contribute to solution validation documentation (integration testing) and document all prerequisite tests for solution deployment;
Added 15 hours ago
AG
Senior Analyst, Marketing Science
Adelphi Group
Toronto, ON
- Full-time
Added 15 hours ago
TI
Project Engineer (Laval)
Trane Italia
Laval, QC · Longueuil, QC
- Full-time
Understanding of industry standard protocol and requirements for integration preferred.

Apptoza Inc.

Python Developer -Forward Deployed, Pyspark

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
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

Role: Python Developer -Forward Deployed, Pyspark

Location: Toronto

Hybrid

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 deliver enterprise AI and data applications from prototype through production launch. Build and operate data pipelines and AI workflows, resolve technical blockers, monitor and optimize production systems, 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, distributed processing, and production tooling. Candidates should have experience with Claude and generative AI patterns, MLOps/LLMOps, enterprise cloud 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
Airflow
MLflow
Kubernetes

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
Airflow
Docker
Kubernetes
CI/CD
Git
Distributed Processing
Cloud Data Platforms
IAM/RBAC
BFSI
Client-Facing Consulting

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