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Added 8 days ago
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Software Engineer - Intern
Altera
Toronto, ON
- Full-time
Design, develop, and optimize software abstractions and frameworks for acceleration with the FPGA for domains such as deep learning, DSP algorithms, or data analytics.
Added 8 days ago
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Staff Software Engineer, Payments Intelligence
Stripe
Toronto, ON
- Full-time
…Authentication, and merchant analytics. We’re a mix of machine engineering engineers and full-stack software engineers impacting ~every Stripe transaction, creating revenue opportunities…
Added 8 days ago
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Senior Manager, Analytics & Insights
SE Health
Markham, ON
- Full-time
Coordinate with Data Engineering, Application Data and IT teams to support the data, access and technical dependencies required for delivery.
Added 8 days ago
MC
EMS Engineer
MatchBox Consulting Group
Calgary, AB
- Full-time
Assist with the development of site-based procedures for effective real-time system operation, integrity, availability, utilization, data backup, and disaster recovery.
Added 8 days ago
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Algorithm Software Engineer
Garmin International, Inc.
Cochrane, AB
- Full-time
…things happen at the boundaries between disciplines. Where data science and engineering meet, you will be pushing the boundaries of industry leading algorithms that help people beat…
Added 8 days ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
The successful candidate will design, build and maintain data migration, integration and pipeline solutions, with a focus on Snowflake, AWS and modern data engineering practices.
Added 8 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
Added 8 days ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Build, coach, and retain a high-performing, diverse team spanning data engineering, and AI engineering; manage hiring, performance, and career development.
Added 8 days ago
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Associé(e) principal(e) en automatisation de l’intelligence artificielle/Sr. Associate AI Automation Specialist
McKesson
Montreal, QC
- Full-time
McKesson is seeking a Sr. Associate AI Automation Specialist to build and support reliable automation for cloud-based data pipelines and platform workflows. You will use Python and SQL to…
Added 8 days ago
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AI Engineer, Data, AI and Analytics
WestJet
Calgary, AB
- Temporary
Partner with Data Science, Data Engineering, and Analytics teams to incorporate AI capabilities into business-facing solutions where appropriate.
Added 8 days ago
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Privacy Operations Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
- Full-time
Build and maintain an automated, event-driven data flow inventory and data mapping pipeline, tied to system/vendor intake and procurement processes rather than periodic manual surveys.
Added 8 days ago
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Market Risk Analyst, FX
TD
Toronto, ON
- Full-time
Escalate notable P&L, valuation, limit, data, model, or control issues through established review and approval processes.
Added 8 days ago
T
Data Designer I
TD
Toronto, ON
- Full-time
2+ years of relevant experience in data design, data analysis, business information management, data engineering, or a related field.
Added 8 days ago
T
Senior Market Risk Analyst (5772)
TD
Toronto, ON
- Full-time
Develop, produce, and maintain comprehensive market risk reporting and analysis, ensuring data accuracy, completeness, and relevance.
Added 8 days ago
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Intermediate Software Engineer
TekRek
Toronto, ON
- Full-time
…workflows such as portfolio accounting, custody, securities data, and performance, and the engineering team works closely with product, UX, business analysis, QA, and client-facing…
Added 8 days ago
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Gestionnaire, Ingénierie du Hub de données et Produits de données/Manager, Data Hub Eng & Data Products
McKesson
Montreal, QC
- Full-time
Expérience avec SQL, Python, Spark, les API ou d’autres technologies connexes d’ingénierie des données.
Added 8 days ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
Research emerging security technologies and contribute to the evaluation of security tools, processes and engineering approaches for cloud, API, DevOps, data and AI solutions
Added 8 days ago
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Applications Development Intermediate Programmer Analyst
Citi
Mississauga, ON
- Full-time
…professional who thrives at the intersection of systems automation, data engineering, and financial services technology. This role is purpose-built for a hands-on practitioner - someone who…
Added 8 days ago
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Automation Engineer
BMO
Toronto, ON · SCC
- Full-time
…technologies. This role requires a strong foundation in automation engineering, modern software development practices, Site Reliability Engineering (SRE), and observability…
Added 8 days ago
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AI Associate Principal - Radioconjugate Discovery
AstraZeneca
Hamilton, ON · Canada – Hamilton – Longwood Road South
- Full-time
…(RC) Discovery. The AI Associate Principal combines software engineering, data engineering, automation, and applied AI to transform complex scientific workflows into scalable, reliable, and…
Added 8 days ago
SD
Data Integration Architect
Symbiotic Digital
ON · Central Toronto (Summerhill West / Rathnelly / South Hill / Forest Hill SE / Deer Park), Ontario
- Contract
We are seeking an experienced Data Integration Architect/ Data
Added 8 days ago
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Hardware, Calibration Engineer
Mecka
Richmond Hill, ON
- $160,000 to $200,000 CAD / year
- Full-time
Mecka AI is building the data infrastructure layer for robotics and embodied AI.
Added 8 days ago
Bilingual Senior Specialist, Software Engineering (Environment Management - DEVOPS)
CMHC - SCHL
Ottawa, ON · Montreal, QC
Join the Platform Engineering team, in the Senior Specialist, Software Engineering & Environment Management position, where we’re modernizing how CMHC builds and operates software…
Added 8 days ago
RL
Sensor Engineer / Senior Sensor Engineer
RBR Ltd.
Ottawa, ON
- $75,000 to $115,000 CAD / year
- Full-time
Proficiency with data analysis tools such as Python or MATLAB
Added 8 days ago
L
QA Automation
LTM
Mississauga, ON
- Full-time
8 years of experience in a Quality Engineering role with a proven track record in designing and developing test automation frameworks

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

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.

Apply About employer

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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