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Added 18 hours ago
Technical Program Manager-II, GO-AI
Amazon
Vancouver, BC
Partner with other Amazon teams to understand AI automation-based use cases, evaluate partnership opportunities, and define GO-AI's technical and operational plans to support them.
Added 18 hours ago
RB
Assistant Branch Manager
Royal Bank of Canada
Winnipeg, MB
- Full-time
…and encourage collaboration across all roles. Further, you support the ongoing development of your team through consistent sales routines to ensure a high level of employee capability and…
Added 18 hours ago
RB
Financial Advisor Intern
Royal Bank of Canada
BC · RICHMOND, British Columbia
- Full-time
Note: Applications will be accepted until 11:59 PM on the day prior to the application deadline date above
Added 18 hours ago
RB
Manager, Digital Product Marketing - RBC Direct Investing
Royal Bank of Canada
Toronto, ON
- Full-time
…transformation of RBC Direct Investing’s core products. You will support the day-to-day operation of our CMS, execute website transformation initiatives, and execute our content strategy…
Added 18 hours ago
RB
Senior Software Quantitative Engineer
Royal Bank of Canada
Vancouver, BC · Toronto, ON
- Full-time
Develop code to extract data from various sources to support development of the models
Added 18 hours ago
RB
Director, Real Estate
Royal Bank of Canada
Vancouver, BC
- Full-time
…estate transactions and identify opportunities where RBC can support our clients through platforms outside of real estate financing (e.g. Residential Mortgage program, Private Banking,…
Added 18 hours ago
RB
Vice President, Business Markets Ontario North East
Royal Bank of Canada
Ottawa, ON
- Full-time
This senior regional leadership role will lead, coach and develop a team of business markets professionals to support client retention, acquisition and growth, optimizing revenue and…
Added 18 hours ago
CC
Retail Shift Leader
Canna Cabana
Winnipeg, MB · Henderson Hwy, Winnipeg, MB
- Part-time
…applicants must disclose any referral relationship during the application process. Referral information submitted after an application has been received may not be eligible for…
Added 18 hours ago
CC
Retail Shift Leader
Canna Cabana
Morden, MB
- Full-time
…applicants must disclose any referral relationship during the application process. Referral information submitted after an application has been received may not be eligible for…
Added 18 hours ago
UH
Program Services Manager, Spinal Cord Rehab - Inpatient Unit 2B & Outpatient Clinic
University Health Network
Toronto, ON
- Full-time
…improvement initiatives, and the development of new models of care to support seamless transitions across the rehabilitation continuum. Working closely with patients, caregivers, staff,…
Added 18 hours ago
HG
H&M Sales Advisor
H&M Group
West Vancouver, BC
- Part-time
…to actively sell our products and providing customers with support & guidance. You'll use your fashion and product knowledge to provide our customers with all the relevant information they…
Added 18 hours ago
Pharmacy Assistant (Pharmacy Software/Kroll Data Entry) Remote / Hybrid
CareRx
Cambridge, ON
"Since joining CareRx 1.5 years ago, I’ve had the chance to take on new challenges and grow in my role. The support and encouragement from the team have made a big difference in my…
Added 18 hours ago
Clerk Grade 2, Building Safety Systems
Toronto Community Housing or Toronto Seniors Housing
Toronto, ON
Added 18 hours ago
Retail Experience Lead
Fire & Flower Inc.
Brampton, ON
This application may be evaluated using AI technology as part of our process. Final hiring decisions are made by people. Thank you for your interest and application, only those selected for…
Added 18 hours ago
Retail Experience Lead
Fire & Flower Inc.
Toronto, ON
This application may be evaluated using AI technology as part of our process. Final hiring decisions are made by people. Thank you for your interest and application, only those selected for…
Added 18 hours ago
P&
Grain Originator
Parrish & Heimbecker, Limited
Congress, SK
- Full-time
Microsoft 365 Application Suite (Word, high proficiency in Excel)
Added 18 hours ago
P&
Facility Assistant I
Parrish & Heimbecker, Limited
Weyburn, SK
- Full-time
Added 18 hours ago
C
AI Architect-Governance & Delivery Lead
CGI
Toronto, ON
- Full-time
Support implementation of AI SDLC practices and Breakthrough Method of Agile AI driven Development (BMAD) within the delivery teams.
Added 18 hours ago
AC
Fuel Accounting Analyst
Alimentation Couche-Tard
Laval, QC
- Full-time
Act as the main point of contact for fuel accounting matters for store managers under your responsibility and provide them with the necessary support.
Added 18 hours ago
T
Data Integration Engineer
TekRek
Canada
- Contract
…work, and you’ll be the person who keeps business, platform and support teams aligned. It suits someone who likes tracking down unclear data and is as comfortable leading a stakeholder…
Added 18 hours ago
SB
Kitchen Team Leader
Splitsville Bowl
Ottawa, ON
- Full-time
…listings will always link back to our career site for the actual application process. We do not use application forms on any other websites or job application portals. This helps protect…
Added 18 hours ago
QT
Level 2.5 AI Support Analyst (bilingual- French + English)
Q1 Technologies, Inc.
Montreal, QC
- $110,000 to $120,000 CAD / year
- Full-time
Good years in a technical support, service desk or application-support role in an enterprise environment.
Added 18 hours ago
FS
Solution Architect
Focus Systems Inc.
Regina, SK
- Full-time
As a Solution Architect, you will play a key role in shaping technology solutions that support business modernization and operational improvements within the insurance sector.
Added 18 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
…production-grade software engineering, data engineering, AI application development, and client-facing consulting. You will embed with business users, client SMEs, product owners, and…
Added 18 hours ago
FI
Business Process Management (Appian BPM) Developer
Flexstaf I.T. Inc.
Toronto, ON · Greater Toronto Area, Canada
- Contract
Senior Appian Developer responsible for ensuring the stability, reliability, and performance of Appian BPM solutions while leading production support, incident management, workflow…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
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

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 and engineering teams to understand workflows, assess real-world data, and build, validate, and deploy production AI and data applications. Own delivery from prototyping through launch, monitoring, stabilization, adoption measurement, and 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, cloud technologies, and MLOps/LLMOps. Candidates should have BFSI experience, strong client-facing and solution-design abilities, and a bachelor's degree in a relevant discipline.

Skills

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

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

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
BFSI
Monitoring
Rollback
Data Lineage

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