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Added 4 hours ago
Senior Manager - Capital Markets
EY
Toronto, ON
As a Senior Manager in Capital Markets, you will play a critical leadership role in expanding and elevating our Capital Markets practice. You will own the vision for the future of Capital…
Added 5 hours ago
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Senior Demand Generation Manager
Trulioo
Remote, Canada
- Full-time
- Remote
Reporting to the Head of Marketing, the Senior Demand Generation Manager is responsible for owning net new pipeline for mid-market and enterprise accounts, with a real account-based motion…
Added 5 hours ago
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Principal Software Engineer, Docker Hardened Images
Docker
Remote, Canada
- Full-time
- Remote
Docker has been one of the most loved brands in developer tooling, trusted by more than 20 million monthly users and over 20 billion container image pulls. From solo founders to the world's…
Added 5 hours ago
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Analyste principal(e) en soutien applicatif – Actions
CGI
Montreal, QC
- Full-time
Senior Application Support Analyst – Equities
Added 5 hours ago
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Sales Account Executive - SAP Academy for Customer Success - Canada (Hybrid)
SAP
Vancouver, BC
- Full-time
Receive onboarding in your local market with on-the-job training and mentoring by a Senior Account Executive in the field. You will be able to work both behind the scenes and directly with…
Added 5 hours ago
FC
Operations Manager
Fintel Connect
Vancouver, BC
- Full-time
Experience working directly with senior leadership, ideally in B2B SaaS, fintech or another enterprise-facing environment
Added 5 hours ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
We are seeking a hands-on Senior Data Engineer for a contract opportunity supporting key enterprise data initiatives within a financial services environment.
Added 5 hours ago
AI
Forward Deployed Engineer (Python/Pyspark 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 5 hours ago
A
Activision 2027 Summer Internshps - Game Engineering (Vancouver)
Activision
Vancouver, BC
- Full-time
…low-level framework parameters, participate in code reviews with senior engineers, and maintain architectural integrity across the entire development…
Added 5 hours ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Degree in Computer Science, Software Engineering, Applied Mathematics, or a related quantitative field.
Added 5 hours ago
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Senior Product Manager, AI Harness
Verily
Waterloo, ON
- Full-time
You’ll set a 12-month strategy and a longer vision for what evaluation becomes in healthcare, then lead a team of software engineers and AI developers, working beside them every day, to…
Added 5 hours ago
CI
Senior Property Accountant
Colliers International
Toronto, ON
- Full-time
This position is for a Senior Property Accountant based in Toronto, ON***
Added 5 hours ago
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Project Manager
Kyndryl
Regina, SK
- Full-time
Manage senior customer relationships, customer satisfaction, and alignment with organizational goals.
Added 5 hours ago
AW
Business Analytics Specialist, Temporary
Aviso Wealth
Remote, Canada
- Temporary
- Remote
Reporting to the Senior Director of Data Science and AI Enablement, you will be instrumental in supporting the business analytics functions at Aviso Wealth. Principle responsibilities…
Added 5 hours ago
AW
Business Analytics Specialist, Temporary
Aviso Wealth
Remote, Canada
- Temporary
- Remote
Reporting to the Senior Director of Data Science and AI Enablement, you will be instrumental in supporting the business analytics functions at Aviso Wealth. Principle responsibilities…
Added 6 hours ago
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Regional Sales Director
Salesforce
Toronto, ON · Canada - Toronto
- Full-time
…process. You will also report on sales activity and forecast to senior sales…
Added 6 hours ago
INS/Senior Consultant - Life Insurance - CAN
Infosys
Canada
Senior Consultant, Life Insurance, North America
Added 6 hours ago
PM
Project Manager
POD Marketing
Calgary, AB
- $57,000 to $65,000 CAD / year
- Full-time
Support process innovation and documentation, working closely with the Senior team members and manager to ensure optimal efficiency and effectiveness.
Added 6 hours ago
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Senior Engineer, Geotechnical
Glencore
Calgary, AB
- Full-time
Reporting to the Manager, Geological Engineering, the Senior Engineer, Geotechnical is responsible for:
Added 6 hours ago
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Sr. Systems Analyst
OpenText
Waterloo, ON
- Full-time
We are looking for a Senior Systems Analyst to support a range of OpenText products used across the enterprise. This role combines technical expertise, analytical and strategic thinking,…
Added 6 hours ago
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Sr. Systems Analyst
OpenText
Mississauga, ON
- Full-time
We are looking for a Senior Systems Analyst to support a range of OpenText products used across the enterprise. This role combines technical expertise, analytical and strategic thinking,…
Added 6 hours ago
OB
Marketing Technology Lead Developer
O2E Brands
Toronto, ON · Greater Toronto Area, Canada
- Full-time
We are seeking a strategic, growth-minded Marketing Technology Lead Developer to own the technical direction and governance of our public-facing digital properties and integrated marketing…
Added 6 hours ago
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Intermediate Software Engineer
TekRek
Toronto, ON
- Full-time
This is a hybrid, full-time product engineering role for an intermediate full stack developer ready to own features end to end. You will take scoped work from requirements through design,…
Added 6 hours ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
…DevOps environments. In this role, you will contribute as a software engineer while helping embed security practices into the design, development, testing and operation of project…
Added 6 hours ago
MS
AI Platform & Engineering Lead (Hybrid) / Chef(fe), Plateforme et ingénierie de l’IA (hybride)
Morgan Stanley
Montreal, QC
- Full-time
Define KPIs and measure business outcomes, communicating progress, impact, and value realization to senior stakeholders.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

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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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