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Added 13 mins ago
LS
Executive Assistant - Inclusive Education
Langley School District #35
Langley (District), BC · Langley, BC
- Full-time
Completion of post-secondary courses in Business Administration and have five (5) years of related experience supporting a senior manager in an educational or public sector environment.
Added 13 mins ago
G
Senior Project Coordinator - Infrastructure
Graham
Vancouver, BC
- Full-time
Graham is actively recruiting for a Senior Project Coordinator supporting the infrastructure division. Reporting to the Senior Project Manager, the Senior Project Coordinator plays a key…
Added 13 mins ago
TO
Senior Camp Counsellor (Winter Break Camp 2026)
Town of Newmarket
Newmarket, ON
- Temporary
Added 13 mins ago
HS
CA Financial Controller
Henry Schein Canada
Surrey, BC
- Full-time
Experience communicating, influencing, and presenting at a senior leadership level.
Added 13 mins 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 13 mins ago
WB
Head of Manufacturing, Plant Production
Waterloo Biofilter Systems Inc.
ON · Ontario, Canada
- $100,000 to $130,000 CAD / year
- Full-time
To qualify, you will need 6+ years as a Plant VP or in a similar senior plant leadership role, including experience running a manufacturing plant of 50 or more employees. Equivalent…
Added 13 mins ago
WI
Executive Housekeeper - The Wickaninnish Inn
Wickaninnish Inn
Tofino, BC
- Full-time
…Housekeeping Department and will be a member of the Wickaninnish Inn’s Senior Management…
Added 13 mins 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 13 mins ago
TO
Senior Inclusion Facilitator (Winter Break Camp 2026)
Town of Newmarket
Newmarket, ON
- Temporary
Added 13 mins ago
GR
Registered Forest Technologist
Goldbeck Recruiting
Campbell River, BC
- Full-time
An established organization operating within the natural resource sector is seeking an experienced Senior Natural Resource Specialist to provide technical expertise, professional oversight,…
Added 13 mins ago
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Senior Project Manager - Buildings
Graham
Winnipeg, MB
- Full-time
Graham is actively recruiting for a Project Manager supporting the Building Division. Reporting to Senior Operations Manager, the Project Manager is responsible for providing overall…
Added 13 mins ago
EW
Senior Plant Process Engineer
ERCO Worldwide
Saskatoon, SK
- Full-time
ERCO Worldwide is looking for a Senior Plant Process Engineer to join our Saskatoon team! Under supervision of the Plant Manager, the Senior Plant Process Engineer monitors processes within…
Added 13 mins ago
I
Senior Consultant- Life Insurance
Infosys
Toronto, ON
- Full-time
Senior Consultant, Life Insurance, North America
Added 13 mins ago
MI
Director of External Reporting
Mercer International Inc.
Vancouver, BC
- $165,000 to $190,000 CAD / year
- Full-time
Prepare monthly and quarterly reports of the financial results for senior management and the board.
Added 13 mins 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 13 mins ago
SP
Proposal Lead
Spark Power ⚡
AB · Edmonton, AB
- Full-time
Added 13 mins ago
EI
Project Manager
EBC Inc.
Mississauga, ON
- Full-time
…Ontario) Project under the direction of a Project Director and\or Senior PM under the VP -…
Added 13 mins ago
T
Strategic Sourcing Specialist
TransAlta
Calgary, AB
- Full-time
Ability to work effectively across functions and with senior internal stakeholders, Legal, technical teams, and suppliers.
Added 13 mins ago
B
Portfolio Real Estate Strategy Manager
BGIS
Montreal, QC
- Full-time
Report regularly to senior management and others on the status of activity and planning.
Added 13 mins ago
UI
Business Development Representative
Util-Assist Inc.
Newmarket, ON
- Full-time
Added 13 mins ago
VB
Senior C++ Software Engineer - VxWorks
Vaco by Highspring
Toronto, ON · Greater Toronto Area, Canada
- $100,000 to $140,000 CAD / year
- Full-time
Review the work of teammates (senior and junior)
Added 13 mins ago
F
Senior AI Engineer (NVIDIA + LLM Inference) - Onsite - Toronto, Canada
FullStack
Toronto, ON
- Full-time
Join our talent network and connect with U.S. clients for flexible, project-based development work as a Senior AI Engineer (NVIDIA + LLM Inference).
Added 13 mins ago
K
Senior Consultant - IT Risk Services
KPMG
ON · Toronto, Ontario
- Full-time
Our Technology Risk Services team is growing and we are looking for a Senior Consultant to join our team in Toronto. The Technology Risk Services practice provides a variety of services to…
Added 13 mins ago
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Project Manager
Article
Vancouver, BC
- $92,000 to $107,000 CAD / year
- Full-time
Added 13 mins ago
Senior Environment Technician
Orano
SK · McClean Lake, Saskatchewan

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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