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Added 14 mins ago
SP
Lift Operations Supervisor
Sun Peaks Resort
BC · Sun Peaks Mountain, BC
- Full-time
At least one previous season as a Senior Lift Operator at a major destination resort within the last 5 years.
Added 14 mins ago
VA
Curator, Marine Mammals
Vancouver Aquarium
Vancouver, BC
- Full-time
Collaborate with senior leadership to advance the Aquarium’s mission, strategic goals, and animal care initiatives.
Added 14 mins ago
SC
Cook
Sodexo Canada Ltd
Saint John, NB
- Part-time
We welcome and encourage applications from people with disabilities. Accommodation is available on request from candidates taking part in all aspects of the selection process.
Added 14 mins ago
NF
Regional Sales Director- GTA (Scarborough)
Neo Financial
Toronto, ON · Scarborough, Ontario
- Full-time
Facilitate effective communication and collaboration between District Managers and senior sales leadership, ensuring alignment on sales goals, strategies, and initiatives.
Added 14 mins ago
T&
Senior Project Manager / Senior Consultant, Stakeholder Management
Turner & Townsend
Toronto, ON
- Full-time
As a Senior Project Manager / Senior Consultant, Stakeholder Management, you will:
Added 14 mins ago
EG
Senior BIM Modeler – Civil 3D (Utilities, Roads & Surfaces)
Egis Group
Toronto, ON
- $85,000 to $115,000 CAD / year
- Full-time
Senior BIM Modeler – Civil 3D (Utilities, Roads & Surfaces) is a senior-level civil infrastructure modeling position based in Toronto, Ontario, Canada. The role is responsible for…
Added 28 mins ago
B
Conseiller expert stratégie d’entreprise et innovation
Beneva
Toronto, ON
- Full-time
As a Senior Advisor, you will play a key role in the organization's strategic thinking. Drawing on your strategic expertise, sound business judgement, and ability to engage diverse…
Added 28 mins ago
C
AI Strategist
Cognizant
Toronto, ON
- Full-time
Mentor senior architects, consultants, and technical leaders across the organization.
Added 28 mins ago
SH
Registered Practical Nurse
SE Health
Peterborough, ON
- Part-time
…our work. As a social enterprise, we support research into Senior’s Health and…
Added 28 mins ago
CO
Wastewater Treatment Plant Operator II
City of Penticton
Penticton, BC
- Full-time
Ability to use a variety of software applications including process control, data acquisition, reporting and record keeping.
Added 28 mins ago
C
Développeur Microsoft Dynamics 365 Business C
CGI
Montreal, QC
- Full-time
Profile: Intermediate to Senior Developer with strong technical expertise in Microsoft Dynamics 365 Business Central and AL development.
Added 28 mins ago
C
Senior Application Support Specialist / Database Administrator
CGI
Halifax, NS
- Full-time
We are seeking an experienced Senior Application Support Specialist / Database Administrator (DBA) with extensive expertise in enterprise application support, database administration,…
Added 28 mins ago
R
Project Manager - Business Change
Raise
Burnaby, BC
- Full-time
Note: The primary pay rate is based on T4 classification; however, we will also consider applications from candidates interested in an INC classification, where applicable.
Added 28 mins ago
UO
Senior Systems Development Analyst, VP Development and Alumni
University of Calgary
Calgary, AB
- Full-time
Reporting to the Manager, Data Systems, the Senior Systems Development Analyst is responsible for supporting the development, maintenance and error-free operation of VP Development and…
Added 28 mins ago
SH
Physiotherapist / Occupational Therapist - Hand Therapy $5000 sign-on bonus
SE Health
Richmond Hill, ON
- Full-time
…our work. As a social enterprise, we support research into Senior’s Health and…
Added 28 mins ago
ES
Senior Java Low Latency Developer
Epsilon Solutions Ltd.
Mississauga, ON
- Full-time
Design, develop, test, and maintain enterprise-grade Java applications.
Added 28 mins ago
UO
Analyst, Financial Reporting
University of Calgary
Calgary, AB
- Full-time
…monthly/quarterly/annually financial statements for University Senior Administrations and Ministry of Advanced…
Added 28 mins ago
N(
Director, Organizational Development Services
NAIT (Northern Alberta Institute of Technology)
AB · Edmonton, AB
- Full-time
Applications must be submitted by 11:59pm MST on the day before the posting end date shown above, as Workday automatically closes postings at that time.
Added 28 mins ago
SH
Physiotherapist / Occupational Therapist - Hand Therapy $5000 sign-on bonus
SE Health
Richmond Hill, ON
- Full-time
…our work. As a social enterprise, we support research into Senior’s Health and…
Added 43 mins ago
C
Defence Consulting Expert
CGI
Ottawa, ON
- Full-time
…consulting and IT services business in Canada. This role combines senior client engagement, strategic business development, and delivery leadership, with a strong focus on the Department of…
Added 44 mins ago
FO
Coordinator, Managing Director’s Office
Federation of Canadian Municipalities
Ottawa, ON · Hybrid - Ottawa
- Full-time
Experience dealing with senior executives and high-level stakeholders.
Added 58 mins ago
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EN- CALL FOR APPLICATIONS FOR A STRATEGIC PARTNERSHIP US - CANADA
Nkinda
ON · Ontario, Canada
- Contract
CALL FOR APPLICATIONS FOR A STRATEGIC PARTNERSHIP
Added 58 mins ago
B
Systems Analyst - Senior (Peoplesoft HCM exp)
Bevertec
Toronto, ON
- Contract
Job Role: Systems Analyst - Senior (Peoplesoft HCM exp)
Added 58 mins ago
TM
Asst Contr & Sr Mgr Acct&Repo
Toronto Metropolitan University
Toronto, ON
- Full-time
…Canada and to bring lived experiences to the work, we encourage applications from members of equity deserving groups that have been historically disadvantaged and marginalized, including…
Added 58 mins ago
RF
Regional Manager (Downtown/Scarborough)
Real Fruit Bubble Tea
Toronto, ON
- $80,000 to $130,000 CAD / year
- Full-time
Reporting directly to the Senior Management Team, including Operations and Executive leadership, the Regional Manager oversees the daily operations, sales performance, team development, and…

Apptoza Inc.

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

Toronto, ON, Canada

Full-time

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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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