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Added 10 hours ago
D
Spécialiste en Médias Numériques
DAC
Montreal, QC
- Full-time
…dans CM360 et acquérir une connaissance approfondie de Google…
Added 10 hours ago
CI
Manager, Site Merchandising
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- Full-time
Advanced proficiency with analytics tools (Adobe Analytics, Customer Journey, Quantum Metric, Constructor, Contentful). Ability to run A/B tests and interpret results.
Added 10 hours ago
B
Sr. Applied AI Scientist – Generative AI & Agentic Systems
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- Full-time
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M
Software Engineer - II
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- Full-time
The Decision Management program enables intelligent decision based products through streaming analytics with the ability to govern these decisions and manage their outcomes with business…
Added 10 hours ago
M
Senior AI Engineer, Big Data & AI Solutions
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- Full-time
Hands-on experience with feature engineering, large-scale data processing, and analytics.
Added 10 hours ago
M
Marketing Data Analyst
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Toronto, ON
- $35 to $40 CAD / hour
- Contract
Experience in marketing analytics, campaign reporting, and dashboard development
Added 10 hours ago
FS
Solutions Architect, AI/ML
Fidus Systems
Remote, Canada
- Full-time
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Services and Solutions - Sales Executive
Insight Enterprises, Inc.
Toronto, ON
Added 11 hours ago
B
Database Administrator
Bevertec
Toronto, ON · Greater Toronto Area, Canada
- Contract
Added 11 hours ago
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Engagement Manager
Straive
Calgary, AB
- Full-time
Straive is a global leader in enterprise-grade Data Analytics and AI solutions, committed to empowering businesses across various industries with cutting-edge technology and expert…
Added 11 hours ago
PC
Senior Software Development Engineer in Test (SDET) / Quality Engineering Architect
Pyramid Consulting, Inc
Mississauga, ON
- $70 to $79 CAD / hour
- Contract
Define automated metrics and dashboards for continuous quality analytics.
Added 11 hours ago
R|
Programmer
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
Added 11 hours ago
AI
Python Developer -Forward Deployed, Pyspark
Apptoza Inc.
Toronto, ON
- Contract
Role: Python Developer -Forward Deployed, Pyspark
Added 11 hours ago
Technical Program Manager-II, GO-AI
Amazon
Vancouver, BC
Added 11 hours ago
RB
Manager, Digital Product Marketing - RBC Direct Investing
Royal Bank of Canada
Toronto, ON
- Full-time
Use web analytics (GA4), search console data, and emerging AI-search tracking tools to identify opportunities and measure the impact of transformation initiatives
Added 11 hours ago
AG
Senior Analyst, Marketing Science
Adelphi Group
Toronto, ON
- Full-time
Lead a small team of Analysts and draw from wider Data Analytics resources within the organization, including Data Engineering
Added 11 hours ago
EC
GEN Ai Developer
Experis Canada
Toronto, ON
- Contract
Added 11 hours ago
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Data Integration Engineer
TekRek
Canada
- Contract
Added 11 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
Added 11 hours ago
Innovation Analyst, Information Technology
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Laval, QC
Added 11 hours ago
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Accounting Manager
Nanalysis
Calgary, AB · Greater Calgary Metropolitan Area
- Full-time
· Experience with data analytics and reporting tools.
Added 11 hours ago
AG
Associate Intern - Health Care (HEOR, Epidemiology & Market Access)
Analysis Group
Toronto, ON
- Internship
Data analytics using real-world data: You will work with a wide range of healthcare data, including electronic health records, insurance claims, clinical trial datasets, registries, and…
Added 11 hours ago
P
Data & AI Transformation Director
PwC
Toronto, ON
- Full-time
…Microsoft-based transformation programs across cloud, data, analytics, and artificial intelligence. This individual will be responsible for owning end-to-end program delivery, managing…
Added 11 hours ago
PV
Pricing Manager
Pet Valu
Markham, ON
- Full-time
3–5 years of experience in pricing, category management, retail analytics, or a related field.
Added 11 hours ago
UO
Programmer Analyst II
University of British Columbia
Vancouver, BC · UBCV | The Leonard S. Klinck Building (LSK)
- $8,810.92 to $13,202.5 CAD / month
- Full-time

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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