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Added 22 hours ago
Senior Analyst, Fraud Strategy
Momentum Financial Services Group
Toronto, ON
At Momentum Financial Services Group, we help people move forward by reimagining how money works for those who need it most. With more than 40 years of experience, we’re the team behind…
Added 22 hours ago
HS
CA Financial Controller
Henry Schein
Surrey, BC
- Full-time
…marketing software. We deliver innovative dental software and services, combined with expert business coaching, to help connect dental technology so it works as one. When technology…
Added 22 hours ago
JT
Outside Sales Representative
JM Test Systems
AB · Edmonton, Alberta
- Full-time
…directly to the VP, Sales and have clear paths to advancement into senior sales, management, or strategic roles for top…
Added 22 hours ago
JT
Outside Sales Representative
JM Test Systems
Calgary, AB
- Full-time
…directly to the VP, Sales and have clear paths to advancement into senior sales, management, or strategic roles for top…
Added 22 hours ago
JT
Outside Sales Representative
JM Test Systems
Richmond, BC
- Full-time
…directly to the VP, Sales and have clear paths to advancement into senior sales, management, or strategic roles for top…
Added 22 hours ago
Senior Financial Advisor - Sherway Gardens, Etobicoke, ON
Scotiabank
Toronto, ON · Etobicoke, ON
…performance-oriented culture that includes coaching, learning, and development – there are endless possibilities. At Scotiabank – you can make an impact. You help make the futures of our 25…
Added 22 hours ago
TW
Senior Manager, Planning
The Warrington Group Inc.
St. Stephen, NB
- Full-time
On behalf of our client, Ganong Bros Ltd, we are looking for an experienced Senior Manager, Planning to join their team, supporting the continued growth and evolution of their supply chain…
Added 22 hours ago
S
Manager, Program Controls
Seaspan
North Vancouver, BC
- Full-time
…reporting, and program metrics. The Manager also supports the development of Control Account Managers (CAMs) through training, coaching, and process improvement…
Added 22 hours ago
Cyber/Technology Risk Senior IT Business Systems Analyst
The Canada Life Assurance Company
Winnipeg, MB · London, ON · Toronto, ON
We are seeking a Senior IT Business Systems Analyst to join our high-performing team within the Information Security and Technology Risk portfolio. This role is pivotal in delivering…
Added 22 hours ago
Senior Operations Associate
The Canada Life Assurance Company
London, ON
Career Development: Opportunities for career advancement, access to industry-leading learning programs and up to $2,000 annually towards education reimbursement.
Added 22 hours ago
M
RQ11309 - Solutions Designer - Senior
Maarut
Toronto, ON
- Contract
Ability to participate in the development of solutions and
Added 22 hours ago
M
RQ11599 - Technology Architect - Senior
Maarut
Toronto, ON
- Contract
Leadership experience in the development and implementation
Added 22 hours ago
Director OHS and Disability Management
Government of Alberta
Calgary, AB
Ministry: Public Safety and Emergency Services
Added 22 hours ago
Senior Demand Planner - Service Parts
Olympus Corporation of the Americas
Richmond Hill, ON
The Senior Demand Planner, Service Parts is responsible for the end-to-end management of demand planning, inventory optimization, replenishment planning, and service parts availability for…
Added 22 hours ago
AC
Senior Financial Analyst – FP&A, Fuel
Alimentation Couche-Tard
Laval, QC
- Internship
As a Senior Financial Analyst – FP&A, Fuel, you will provide financial analysis, reporting, modelling, and decision support across fuel retail, B2B, EV, and related commercial operations.…
Added 22 hours ago
KG
PKI & Certificate Automation Engineer
K&K Global Talent Solutions INC.
ON · Ontario, Canada
- Full-time
We are seeking a highly skilled Senior PKI & Certificate Automation Engineer with strong expertise in Digital Certificate Lifecycle Management, PKI Infrastructure, TLS/mTLS Security,…
Added 22 hours ago
AC
Nuclear Project Scheduler
ALTEN Canada
Pickering, ON
- $75 to $85 CAD / hour
- Contract
ALTEN is a global leader in Research & Development, Engineering, IT Services, Life Sciences, and Network Services. With a presence in more than 30 countries and a team of over 60,000…
Added 22 hours ago
T&
Senior Project Manager / Senior Consultant, Stakeholder Management
Turner & Townsend
Toronto, ON
- Full-time
Turner & Townsend is a global professional services company with over 22,000 people in more than 60 countries.
Added 22 hours ago
RP
Senior Development Officer
RRC Polytech
Winnipeg, MB
- $72,553 to $102,281 CAD / year
- Full-time
The Senior Development Officer’s primary responsibility is to fundraise for RRC Polytech with a major gifts focus to identify, build and grow relationships with current and prospective…
Added 22 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
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…
Added 22 hours ago
DM
Senior Zoho Developer
DULCEDO Management
Toronto, ON
- Full-time
We're looking for a Senior Zoho Developer to help us accelerate the development, customization, and optimization of our internal business systems.
Added 22 hours ago
A
Senior Information Management Specialist
Akkodis
Toronto, ON
- Contract
Position: Senior Information Management Specialist
Added 22 hours ago
SA
Manager, Diagnostic Imaging
Schroeder Ambulatory Centre
Richmond Hill, ON
- Full-time
…and oversight to ensure the safe and effective delivery of services. The role also encompasses responsibilities related to planning and operations, financial management, and quality…
Added 22 hours ago
S
Senior Software Engineer, Backend - Fraud Prevention
Sardine
Remote, Canada
- $180,000 to $206,000 CAD / year
- Full-time
- Remote
As a backend-focused Senior Software Engineer, you will play a pivotal role in designing, constructing, and maintaining APIs, services, and systems across our engineering team. This…
Added 22 hours ago
Program Handover Manager
Bechtel Corporation
Toronto, ON
…infrastructure, increased access to energy, resources, and vital services, and made the world a safer, cleaner…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
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

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto ON, Hybrid (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.

Thanks & regards,

Lakshmi Bhavani ,

Apptoza Inc.

Phone: 678-392-3978 Ext 4640

Phone: 437-291-3224 Ext 1105

Mail id : Lakshmi.bhavani@apptoza.com

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, rapidly build and validate solutions, and deliver enterprise AI and data applications through production launch. Own pipelines, operationalization, post-launch reliability and optimization, 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 Claude and modern AI patterns, MLOps/LLMOps, enterprise cloud and security, and client-facing delivery; a relevant bachelor's degree is required.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Data Engineering
MLOps/LLMOps
CI/CD
Kubernetes
Airflow
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

Keywords

Python
PySpark
Pandas
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
BFSI
Production Support
Monitoring

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