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Added 18 hours ago
FB
Loan Consultant
Fairstone Bank
Fort Saskatchewan, AB
- Full-time
…financing, personal loans and digital lending - we offer financial solutions tailored to all Canadians, including newcomers, small-business owners, smart investors and savvy…
Added 18 hours ago
Senior Financial Controller/Manager
Umicore
Markham, ON
…still. We need to find new ways to do things, discover new solutions and develop new processes. Which is where you come…
Added 18 hours ago
Planner
Hatch
Mississauga, ON
…better world through positive change. With more than 70 years of business and technical expertise in mining, energy, and infrastructure, our 10,000 colleagues in 150 countries tirelessly…
Added 18 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 18 hours ago
M
RQ11255 - Systems Testing/QA Specialist - Senior
Maarut
Toronto, ON
- Contract
Collaborate with developers, business analysts, and project
Added 18 hours ago
M
RQ11309 - Solutions Designer - Senior
Maarut
Toronto, ON
- Contract
Undertakes the design of hosting technology solutions based
Added 18 hours ago
M
Senior Microsoft Dynamics CRM Developer
Maarut
Levis, QC
- Contract
The client is looking for a senior developer whose main
Added 18 hours ago
Fire Protection Specialist
Westinghouse Electric Company, LLC
Kitchener, ON
Are you interested in being part of an innovative team that supports Westinghouse's mission to provide clean energy solutions? At Westinghouse, innovation is in our DNA. We are creative. We…
Added 18 hours ago
M
RQ11599 - Technology Architect - Senior
Maarut
Toronto, ON
- Contract
Experience translating business requirements into reporting
Added 18 hours ago
Senior Demand Planner - Service Parts
Olympus Corporation of the Americas
Richmond Hill, ON
Own demand forecasts for service parts using historical consumption, installed base, repair trends, product lifecycle status, and business inputs.
Added 18 hours ago
ET
Azure Architect
Envision Technology Solutions
Canada
- Contract
Should have 15+ years of experience with last 4 years in implementing Cloud native end-to-end Data Solutions from ingestion to consumption to support variety of needs such as Modern Data…
Added 18 hours ago
AC
Nuclear Project Scheduler
ALTEN Canada
Pickering, ON
- $75 to $85 CAD / hour
- Contract
…trusted by industry leaders worldwide to deliver pioneering solutions and drive technical…
Added 18 hours ago
PA
Portfolio Manager
Purpose Advisor Solutions
Toronto, ON
- Full-time
…customer-centric innovation, delivered through technology-driven solutions. Led by entrepreneur Som Seif, the company is developing a diversified product platform aimed at addressing…
Added 18 hours ago
RT
Salesforce Developer
Rang Technologies Inc
Mississauga, ON
- $100,000 to $120,000 CAD / year
- Full-time
We are seeking an experienced Salesforce Developer to design, develop, customize, and maintain Salesforce applications. The ideal candidate will have strong technical expertise in…
Added 18 hours ago
H
Enterprise Account Executive - Toronto
HiBob
Toronto, ON
- Full-time
Consultative Selling: Build relationships with key HR leaders and executive stakeholders, conducting thorough discovery to align HiBob's solutions with their core business priorities.
Added 18 hours ago
T&
Senior Project Manager / Senior Consultant, Stakeholder Management
Turner & Townsend
Toronto, ON
- Full-time
Our capabilities include programme, project, cost, asset and commercial management, controls and performance, procurement and supply chain, net zero and digital solutions.
Added 18 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
…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…
Added 18 hours ago
R&
Business Analyst - IT IV
Robertson & Company Ltd.
Toronto, ON
- Contract
Closely work with the GFT teams to explain and clarify the technical specifications and rationale to help create solutions that would meet business needs
Added 18 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 18 hours ago
A
Senior Information Management Specialist
Akkodis
Toronto, ON
- Contract
Experience establishing information stewardship, ownership and accountability models across multiple business areas.
Added 18 hours ago
A
Field Sales Representative
ALLDATA
Sherbrooke, QC
- $50,000 to $125,000 CAD / year
- Full-time
As an ALLDATA Business Solutions Manager (Field Sales), you will engage directly with owners of automotive mechanical and collision repair shops - both in person and by phone. Your mission…
Added 18 hours ago
MI
Peoplesoft Analyst
Maarut Inc
Toronto, ON
- Contract
Able to design, develop, test and implement business solutions and knowledge of new PeopleSoft development, analysis and design techniques used throughout the system development lifecycle…
Added 18 hours ago
TI
Program Manager-Retail Banking
TekStaff IT Solutions
Toronto, ON
- Contract
10+ years of progressive experience in program/project delivery, operations transformation or business change, with demonstrated hands-on leadership of complex, cross-functional initiatives…
Added 18 hours ago
TI
nCino Tech Lead
Themesoft Inc.
Toronto, ON
- Contract
Collaborate closely with Product Owners, Business Analysts, Architects, developers, and business stakeholders to translate business requirements into effective technical solutions.
Added 18 hours ago
A
Field Sales Representative
ALLDATA
Longueuil, QC
- $50,000 to $125,000 USD / year
- Full-time
As an ALLDATA Business Solutions Manager (Field Sales), you will engage directly with owners of automotive mechanical and collision repair shops - both in person and by phone. Your mission…

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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