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Added 13 mins ago
CU
Senior HR Advisor - Projects
Concordia University of Edmonton
AB · Edmonton, AB
- Full-time
Reporting to the Director, Human Resources, the Senior HR Advisor - Major Projects provides senior HR advisory support and leads organizational development, workforce planning, change…
Added 27 mins ago
BH
Senior Solution Architect
BC Hydro
Burnaby, BC
- $131,100 to $165,800 CAD / year
- Full-time
Added 27 mins ago
TU
Programmer Analyst II
The University of British Columbia
Vancouver, BC
- $8,810.92 to $13,202.5 CAD / month
- Full-time
…portfolio. The incumbent will work collaboratively with the Senior Programmer…
Added 27 mins ago
FC
GTS Operations Supervisor
FedEx Canada
Richmond, BC
- Full-time
2 years FedEx GTS/Customs or senior level hourly role experience OR, 2 years supervisory experience in related industry
Added 28 mins ago
CS
Program Manager, Data and Agri-food Standards/ Responsable de Programme, Normes Relatives aux Données et au Secteur Agroalimentaire
Canadian Standards Association
Calgary, AB · Ottawa, ON · Toronto, ON · Montreal, QC
- $116,230 to $152,555 CAD / year
- Full-time
An outstanding relationship builder, you have a track record of developing and maintaining strategic relationships with senior leaders within industry, government, academia, technology…
Added 43 mins ago
IW
Senior Analyst Finance
IG Wealth Management
MB · Manitoba, Canada
- Full-time
Reporting to the AVP, Strategic Investments & Accounting Research, the Senior Analyst, Financial Reporting plays an important role in the preparation and analysis of the consolidated…
Added 58 mins ago
B
Senior / Lead Product Manager - New Verticals
Baselane
Toronto, ON
- Full-time
Added 58 mins ago
GC
Senior Hydrogeologist
GEI Consultants, Inc.
Markham, ON
- Full-time
Added 58 mins ago
RP
Senior Financial Analyst - Tax
Rexall Pharmacy Group Ltd.
Mississauga, ON
- $65,000 to $85,000 CAD / year
- Full-time
Reporting to the Senior Director, Controller this existing role is responsible for managing all Direct and Indirect Tax filings, reconciliations, lead and manage provincial and federal…
Added 58 mins ago
GD
Growth Manager - Canadian Market
General Dynamics Land Systems–Canada
London, ON
- Full-time
We are looking for a passionate Canadian Market Growth Manager to lead market expansion; form strong relationships with senior government representatives; deliver innovative, differentiated…
Added 58 mins ago
A
Automation Controls Associate Manager
Accenture
Calgary, AB · Vancouver, BC · Mississauga, ON · Ottawa, ON · Toronto, ON
- Full-time
· Develop proposals for business development opportunities and present to senior leadership at potential clients. Ability to turn broad program objectives into actionable design initiatives.
Added 1 hour ago
Sr. Manager, Legal Operations
Tenstorrent
Toronto, ON
…global partnerships, financings and IP. We are looking for a Senior Manager, Legal Operations to build the engine behind it. You will own the tools, workflows and data that let a lean legal…
Added 1 hour ago
S
Associate Customer Success Manager - French
ServiceNow
Montreal, QC
- Full-time
…judgment and autonomy within your portfolio while drawing on senior CSMs (IC3) for strategic or commercial ambiguity. You will utilise the internal AI agents that augment the role today and…
Added 1 hour ago
N
Growth Operations Manager
nesto
Montreal, QC
- Full-time
Coordinate a wide range of internal and external stakeholders, from senior leadership to front line staff, with sometimes conflicting perspectives and priorities
Added 1 hour ago
PC
Finance Managed Services Senior Associate
PwC Canada
Toronto, ON
- Full-time
As a Finance Managed Services Senior Associate, unlock your potential and embrace the chance to drive meaningful outcomes that’ll elevate your career. Your role will include, but isn’t…
Added 1 hour ago
OW
Oliver Wyman - Senior Lead AI Engineer
Oliver Wyman
Toronto, ON
- Full-time
…deliver unique and unprecedented products across industries. As a Senior Lead AI Engineer, you are primarily responsible for managing technical projects and helping teams design and build…
Added 1 hour ago
P
Senior Analyst, Marketing Science
PHD
Toronto, ON
- Full-time
As a Senior Analyst, Marketing Science, you have a background in data analysis, statistics, econometrics, performance marketing, digital analytics, media planning/strategy, or something…
Added 1 hour ago
PC
Finance Managed Services Senior Associate
PwC Canada
Vancouver, BC
- Full-time
As a Finance Managed Services Senior Associate, unlock your potential and embrace the chance to drive meaningful outcomes that’ll elevate your career. Your role will include, but isn’t…
Added 1 hour ago
PC
Cybersecurity Generalist Senior Associate
PwC Canada
Vancouver, BC
- Full-time
As a Cybersecurity Generalist Senior Associate at PwC, you’ll help our team deliver current client projects. Work alongside experienced colleagues and technical specialists to assess…
Added 1 hour ago
AC
Scrum Master
Aviva Canada
Markham, ON
- Internship
You can communicate concise, evidence-based delivery insights to both technical teams and senior stakeholders.
Added 1 hour ago
PC
Finance Managed Services Senior Associate
PwC Canada
Calgary, AB
- Full-time
As a Finance Managed Services Senior Associate, unlock your potential and embrace the chance to drive meaningful outcomes that’ll elevate your career. Your role will include, but isn’t…
Added 1 hour ago
VM
Sr Full Stack Engineer
Vivid Machines
Toronto, ON
- Full-time
As a Senior Full Stack Developer, you will own the software that sits between our cameras in the field and the people who rely on them: the applications our team and customers use to run…
Added 1 hour ago
W
Senior Manager, Supply Chain
Worley
Calgary, AB
- Full-time
Reporting functionally to the Supply Chain Director, the Senior Supply Chain Manager leads the delivery of integrated supply chain activities from planning and strategy development through…
Added 1 hour ago
TU
Programmer Analyst II
The University of British Columbia
Vancouver, BC
- $8,810.92 to $13,202.5 CAD / month
- Full-time
…portfolio. The incumbent will work collaboratively with the Senior Programmer…
Added 1 hour ago
A
Senior Director, Product & Platform Trust
Autodesk
Toronto, ON · Greater Toronto Area, Canada
- Full-time
…product teams build safe and secure products at scale. The Senior Director, Product & Platform Trust will partner closely with product and engineering leaders across Autodesk's product &…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
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: Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)

Location: Toronto, ON – Hybrid

Job Description:

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 deliver enterprise AI and data applications from prototype through production launch and stabilization. Build and operate data pipelines and GenAI workflows, resolve technical blockers, measure quality and business impact, and complete handover with runbooks and knowledge transfer.

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 operations. Candidates should have experience with Claude and GenAI 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
Kubernetes
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
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
CI/CD
Docker
Kubernetes
Airflow
Distributed Processing
Cloud Data Platforms
IAM/RBAC
Encryption
Secrets Management
BFSI
Production Support

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