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Added 30 mins ago
SM
RQ11699 – Project Manager/Leader – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Project Manager/Leader with extensive experience managing large-scale, complex, high-profile, and high-risk I&IT projects within enterprise or public-sector…
Added 30 mins ago
LI
Technology Architect
Lotus IT Solutions
Toronto, ON
- Contract
The Ministry of Public and Business Service Delivery and Procurement (Community Services Cluster) is seeking a Senior Technology Architect to support a large, distributed cross-platform…
Added 30 mins ago
SM
RQ11699 – Project Manager/Leader – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Project Manager/Leader with extensive experience managing large-scale, complex, high-profile, and high-risk I&IT projects within enterprise or public-sector…
Added 30 mins ago
SM
RQ11699 – Project Manager/Leader – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Project Manager/Leader with extensive experience managing large-scale, complex, high-profile, and high-risk I&IT projects within enterprise or public-sector…
Added 1 hour ago
M
Technicien principal de l'environnement critique (CET)/Critical Environment Technician
Microsoft
Quebec, QC
- Full-time
As a Senior Critical Environment Technician (CET) - Québec City in Microsoft’s Cloud Operations & Innovation (CO+I) team, you will help to maintain the critical infrastructure that keeps…
Added 1 hour ago
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Advisor, Marketing
CAGBC | Canada Green Building Council
Ottawa, ON
- $72,000 to $81,000 CAD / year
- Full-time
The position serves as CAGBC's senior marketing subject matter expert and provides day-to-day coordination of marketing activities, agency partners, and campaign execution.
Added 1 hour ago
M
Senior Analytics Engineer - GTM
Motive
Vancouver, BC
- Full-time
As Senior Analytics Engineer - GTM, you’ll play a key role in helping our GTM team grow our business. You’ll report to the Director of Business Intelligence joining a centralized global…
Added 2 hours ago
AU
Undergraduate Academic Program Advisor, Faculty of Science and Technology
Athabasca University
Athabasca, AB
- $48,621.92 to $79,714.45 USD / year
- Full-time
…flexible, online and accessible learning. With an inclusive Senior Leadership Team dedicated to empowering every team member to contribute, learn and thrive, AU stands poised for an…
Added 2 hours ago
T
Data & AI Alliance Executive
Toast
Toronto, ON
- $130,000 to $165,000 USD / year
- Full-time
Use CRM systems and analytics tools to track pipeline metrics, forecast revenue, and report progress to senior leadership
Added 2 hours ago
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Senior Technical Recruiter
LiveKit
Canada
- Full-time
You'll Thrive As a Senior Technical Recruiter If You
Added 2 hours ago
NN
Marketing Manager B2B
Nestlé Nespresso SA
Montreal, QC
- Full-time
5 years of experience in senior team management
Added 2 hours ago
T
Senior Manager - Senior Tech Lead – AI & Technology Transformation
Toast
Montreal, QC
- $103,000 to $190,000 USD / year
- Full-time
…production across enterprise functions. This Montreal-based Senior Manager, Senior Tech Lead role blends consulting, delivery leadership and hands-on technical work, guiding clients from AI…
Added 2 hours ago
T
Director, Google Gemini Enterprise, Data & AI
Toast
Toronto, ON
- $147,000 to $192,000 USD / year
- Full-time
Act as a trusted advisor to senior client stakeholders, including CIOs, CTOs, CDOs, and CFOs, guiding their AI transformation agendas
Added 3 hours ago
N
Senior Data Reliability Developer
nesto
Canada
- Full-time
…that powers Canada’s most advanced mortgage platform. As a Senior Data Reliability Developer, you won't just be "checking results"; you will be a specialized engineer focused on the…
Added 3 hours ago
N
Director of AI Delivery
nesto
Toronto, ON
- Full-time
Lead the pod. Lead a senior delivery pod (delivery managers, underwriting expert, data scientists, program PM) day to day. Guide the AI Delivery Managers as they gather requirements for…
Added 3 hours ago
N
Director of AI Delivery
nesto
Montreal, QC
- Full-time
Lead the pod. Lead a senior delivery pod (delivery managers, underwriting expert, data scientists, program PM) day to day. Guide the AI Delivery Managers as they gather requirements for…
Added 3 hours ago
SP
Proposal Lead
Spark Power ⚡
AB · Edmonton, AB
- Full-time
Added 3 hours ago
SS
Growth Product Manager
Smart, Savvy + Associates (Recruitment Agency)
Vancouver, BC
- Contract
Present findings, recommendations and results to senior leadership, helping guide business priorities and decisions.
Added 3 hours ago
SP
Proposal Lead
Spark Power
Remote, Canada
- Full-time
- Remote
Added 3 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 3 hours ago
T
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 3 hours ago
D
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 4 hours ago
AC
Senior Manager Global Internal Audit and Internal Controls
Alimentation Couche-Tard
Laval, QC
- Internship
…planning.Demonstrated ability to influence and collaborate with senior stakeholders across multiple countries, functions, and business…
Added 4 hours ago
T
Senior Manager, Business Banking Deposits Product Management - Tangerine
Tangerine
Toronto, ON
- Full-time
The Senior Manager, Small Business Deposit Products is accountable for supporting the execution of Tangerine’s Small Business deposits strategy and product roadmap. The role will help…
Added 4 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

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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.

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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 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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