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Added 5 mins ago
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Senior / Lead Product Manager - New Verticals
Baselane
Toronto, ON
- Full-time
We are building the future of financial services for the 12+ million individual landlords and real estate investors who own over 25 million homes in the United States. Our mission is to…
Added 5 mins ago
YH
Administrative Assistant (Full Time)
Yee Hong Centre For Geriatric Care
Markham, ON
- Full-time
Yee Hong Centre for Geriatric Care (Yee Hong) is a recognized leader in senior care, dedicated to providing exceptional, culturally inclusive services that enhance the well-being of older…
Added 5 mins ago
YH
Personal Support Worker (Part Time Night Shift)
Yee Hong Centre For Geriatric Care
Markham, ON
- Part-time
Yee Hong Centre for Geriatric Care (Yee Hong) is a recognized leader in senior care, dedicated to providing exceptional, culturally inclusive services that enhance the well-being of older…
Added 5 mins ago
YH
Personal Support Worker (Temporary Part Time Evening Shift for 2 Months)
Yee Hong Centre For Geriatric Care
Mississauga, ON
- Part-time
Yee Hong Centre for Geriatric Care (Yee Hong) is a recognized leader in senior care, dedicated to providing exceptional, culturally inclusive services that enhance the well-being of older…
Added 5 mins ago
SH
Director, Central Region Cancer Programs
Southlake Health Community
Newmarket, ON · Southlake Health
- Full-time
Reporting to the Regional Vice President, Cancer Services (Central), the Director, Central Region Cancer Programs provides strategic, operational, and regional leadership for the Central…
Added 5 mins ago
A
Senior Design Engineer – Solid Waste Management
AtkinsRéalis
Calgary, AB
- Full-time
…and meet the growing demand for our engineering and advisory services, we are expanding our national…
Added 5 mins ago
C
Executive Producer, Publishing (English Services) (On-Site)
CBC/Radio-Canada
Toronto, ON
- Full-time
…Affairs & Investigative, and Newsgathering, Assignment & Story Development. Working closely with discovery, product and data teams, you continually look for ways to improve the audience…
Added 5 mins ago
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Radio Producer (French Services) (On Site)
CBC/Radio-Canada
Rouyn-Noranda, QC
- Full-time
…produce the drive-home show. In this role, you will report to the Senior Manager in…
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Senior Software Quantitative Engineer
RBC
Vancouver, BC · Toronto, ON
- Full-time
…platform. Works on computational libraries, as well as API services that interact with those libraries and other parts of the platform. The core focus for the position will be on…
Added 5 mins ago
Housekeepers- Remote Lodge Chapleau, ON
Aramark
Edmonton, AB
Exciting opportunity! ARAMARK Remote Workplace Services is hiring Housekeepers for a brand-new remote lodge opening near Chapleau, Ontario at the end of November. Join our team and play a…
Added 5 mins ago
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Category Analyst - CPG Grocery
Acosta
Mississauga, ON
- Full-time
Build category reviews that link data to clear, actionable recommendations, not just the obvious, and tailor the story to your audience (e.g., a buyer, a client, or a senior leader).
Added 5 mins ago
Senior Manager, Global AML, Global Banking and Markets (Toronto, ON)
Scotiabank
Toronto, ON
Advises on products, programs, clients and services, including review and challenge of Canadian New Initiative Risk Assessments, to confirm risks are appropriately identified and supported…
Added 5 mins ago
SI
Senior Software Developer
Staples Inc.
Richmond Hill, ON
- Full-time
We are seeking a highly skilled Senior Software Developer to join our dynamic team. The ideal candidate will have extensive experience in C#, .NET, Web Services, WCF, Web API, Microsoft…
Added 5 mins ago
SC
Systems Administrator
Staples Canada
Richmond Hill, ON
- Full-time
Systems Administrator is a Senior position. The recipient will be responsible for high availability and continuity of technology and infrastructure in multiple Data Centers across Canada.
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Senior Counsel (Trusts, Estates and Vulnerable Persons)
TD
Toronto, ON
- Full-time
· Participate in the development and implementation of products, services, digital capabilities and operational process improvements, including issue‑spotting and collaboration with…
Added 5 mins ago
Senior Signalling Specialist
Hatch
Calgary, AB
Our expertise in infrastructure includes aviation, highways and bridges, planning and advisory services, ports, rail and transit, tunnels, and water. Want to be part of the creation and…
Added 20 mins ago
BG
Financial Analyst
Brandt Group of Companies
Calgary, AB
- Full-time
Brandt Corporate Services Ltd is currently seeking a Financial Analyst for our Calgary location.
Added 20 mins 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 20 mins ago
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Vice President, Sales & Marketing
CYBERWELL
ON · Ontario, Canada
- Full-time
…involvement in key deals, customer relationships, and team…
Added 20 mins ago
NB
Senior Director AI and Operations Engineering
National Bank of Canada
Montreal, QC
- Full-time
A career as Senior Director, AI and Operations Engineering in the Wealth Management Operations team at National Bank means acting as a leader in accelerating the transformation of wealth…
Added 20 mins ago
TI
Senior Product Manager
Teckhorizon Inc
Toronto, ON
- Contract
Our client is seeking a Senior Product Manager to lead product planning, strategy, development, and delivery throughout the product lifecycle. The role requires extensive experience…
Added 20 mins ago
GP
Sr. Network Designer Sr. Network Designer (Network Modernization Program)
Global Pharma Tek
ON · Ontario, Canada
- Contract
…connectivity across its enterprise and province-wide network services. The Senior Network Designer will provide architecture and design expertise to strengthen network services, support…
Added 20 mins ago
HR
Senior Financial Analyst
Hopewell Real Estate Services
Calgary, AB
- Full-time
Hopewell Development LP is seeking a Senior Financial Analyst to join our Accounting & Finance team in Calgary. Reporting to the Manager, Financial Analysis, this role supports investment,…
Added 20 mins ago
WO
Orderly - Emergency
William Osler Health System
Toronto, ON
- Part-time
A hospital system built for and by the community, we continue to expand our services to meet the needs of a growing population, creating opportunities for increased hands-on skills…
Added 20 mins ago
MC
Project Coordinator - Light Industrial/Commercial
MatchBox Consulting Group
Vancouver, BC
- Full-time
CCDC 5A – Construction Management Contract for Services

Apptoza Inc.

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

Toronto, ON, Canada

Full-time

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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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