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Added 10 hours ago
MC
Chef de l’engagement du client / Customer Engagement Manager
Merck Canada
Kirkland, QC
- Full-time
…Marketing, Integrated Marketing, Marketing Activation, Marketing Analytics, Marketing Campaigns, Marketing Channels, Media Management, Omnichannel Strategy, Strategic…
Added 10 hours ago
AI
Computer Vision Engineer
Aptino, Inc.
Canada
- Contract
…expertise in Computer Vision, Machine Learning, Predictive Analytics, and AI solution architecture with strong experience in the Energy & Utilities or Oil & Gas…
Added 10 hours ago
D
Senior SDET / Quality Engineering Lead/Architect
Droisys
Brampton, ON
- Contract
Define metrics and dashboards for quality analytics, coverage, defect leakage, and efficiency.
Added 10 hours ago
TL
VP, Go-To-Market
The Leadership Agency
Toronto, ON
- Full-time
…CRM integrations to branded donor experiences and real-time analytics - giving nonprofits the tools to punch well above their…
Added 10 hours ago
H(
Executive Assistant, Chief Technology, Data & AI Officer
HOOPP (Healthcare of Ontario Pension Plan)
Toronto, ON · CA ON Toronto
- $58,000 to $91,000 CAD / year
- Full-time
Added 10 hours ago
O
Data & Analytics Manager
OLG
Sault Ste. Marie, ON · Toronto, ON · York Mills Office
- Full-time
We are ready to take this game to the next level and need someone passionate to lead business-aligned analytics delivery, enablement, and data product development within an assigned…
Added 10 hours ago
T
Data Scientist III
TD
Toronto, ON
- Full-time
Analytics, Insights, & Artificial Intelligence
Added 10 hours ago
NC
Business Analyst – Technology Training
NAV CANADA
Ottawa, ON
- Full-time
Added 10 hours ago
MS
DevOps Manager
Motorola Solutions
Vancouver, BC · BC · British Columbia,CAN Offsite
- Full-time
…surveillance industry. We are proud to be industry leaders in video analytics with products like Appearance Search and Unusual Motion Detection along with our cloud service platform. You…
Added 10 hours ago
M
Director, Marketing & Growth
Minga
Kelowna, BC
- Full-time
…If you thrive at the intersection of unit economics, funnel analytics, modern search and AI discovery, and word-of-mouth growth, this is your opportunity to drive transformative…
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
Carters Inc.
Mississauga, ON
- 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
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Sr. Applied AI Scientist – Generative AI & Agentic Systems
BMO
Toronto, ON · FCP
- Full-time
Added 10 hours ago
M
Software Engineer - II
Mastercard
Vancouver, BC
- 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
Mastercard
Vancouver, BC
- Full-time
Hands-on experience with feature engineering, large-scale data processing, and analytics.
Added 11 hours ago
M
Marketing Data Analyst
Mindlance
Toronto, ON
- $35 to $40 CAD / hour
- Contract
Experience in marketing analytics, campaign reporting, and dashboard development
Added 11 hours ago
FS
Solutions Architect, AI/ML
Fidus Systems
Remote, Canada
- Full-time
- Remote
Added 11 hours ago
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
S
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
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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

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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