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Added 4 mins ago
TE
Communications Business Analyst
TC Energy
Calgary, AB
- Full-time
Bachelor’s degree or certificate in a relevant post-secondary field such as business analytics or business technology
Added 4 mins ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
Under the guidance of a Senior Engineer, contribute to the development, testing and deployment of APIs
Added 4 mins ago
MS
AI Platform & Engineering Lead (Hybrid) / Chef(fe), Plateforme et ingénierie de l’IA (hybride)
Morgan Stanley
Montreal, QC
- Full-time
…shape the future of our communities. This is a Principal Data & Analytics Engineering position at Vice-President level, which is part of the job family responsible for providing specialist…
Added 4 mins ago
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Applications Development Intermediate Programmer Analyst
Citi
Mississauga, ON
- Full-time
Acts as SME to senior stakeholders and/or other team members
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Business Analyst, Front Office Technology & Business Delivery
AIMCo
Calgary, AB · AB · Edmonton
- Full-time
Collaborate with portfolio management, trading, investment analytics, risk, compliance, operations, and technology stakeholders to understand business needs and change objectives.
Added 4 mins ago
SI
Pricing Analyst
Staples Inc.
Richmond Hill, ON
- Full-time
…be accomplished using pricing and cost to serve modelling, analytics, legal agreement reviews, and working internal and external parties to obtain the best possible costing. The analyst…
Added 4 mins ago
IC
Senior Compiler Engineer
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
The Compiler Engineering team in Data Center Group at Intel has an opportunity available for a Senior Compiler Engineer.
Added 18 mins ago
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Senior Data Scientist
Seequent
Calgary, AB · Canada Calgary AB Office
- Full-time
Added 18 mins ago
GBM - Trade Floor Technology Consultant Internship/Co-op - Summer 2027
Scotiabank
Toronto, ON
Work on a variety of projects including new technology initiatives, data analysis, and analytics.
Added 18 mins ago
GBM - Trade Floor Technology Consultant Internship/Co-op - Summer 2027 (12-16 Months)
Scotiabank
Toronto, ON
As a Trade Floor Technology Consultant (Full Stack Developer), you will work on Scotiabank’s trade floor, providing full stack web development of applications and enhancement of web-based…
Added 18 mins ago
RA
Senior Business Analyst (Global Treasury Systems)
Recrute Action
Toronto, ON
- Contract
Experience with citizen developer tools such as Power Apps, Power BI, or Alteryx.
Added 18 mins ago
Consumer & Market Intelligence Manager
Nestle Operational Services Worldwide SA
Montreal, QC
As Consumer & Market Insights Manager, you will report to the Insights & Analytics Manager, and you’ll shape and lead the integrated insights agenda for Nespresso Canada, transforming…
Added 18 mins ago
Strategic Coordinator, Communications & Business Intelligence
City of Edmonton
AB
Identify emerging risks and strategic issues, perform environmental scans, and provide timely advice and recommendations to the Branch Manager and Senior Leadership
Added 19 mins ago
TC
Human Resources Director
Trenton Cold Storage
Trenton, ON
- Full-time
Develop and monitor HR metrics and KPIs, providing regular reports and insights to senior leadership to support data-informed decisions.
Added 19 mins ago
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Human Resources Business Partner, HR Services
Sanya’k̓ula
Vancouver, BC
- Full-time
Added 33 mins ago
CI
HR Operations Advisor
Calian in Space & Technology
Kingston, ON
- Full-time
Act as the subject matter expert for the Temporary Work Request Program, including request execution, compliance, reporting, analytics, and continuous improvement.
Added 33 mins ago
AI
Senior Full Stack Developer - Java, Spring, Angular
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
We’re seeking a Senior Full Stack Developer to join a high-performing engineering team building modern, customer-facing web applications and resilient backend services. You will work with…
Added 33 mins ago
GO
Business Analyst
Government of Manitoba
Winnipeg, MB
- Full-time
…guides, and other support documentation. Provide coverage for the Senior Business Analyst, when required, to support operational continuity and assist with day-to-day departmental…
Added 33 mins ago
IE
Manager, Supply Chain & Innovation
IMAX Enhanced | Streaming & Consumer Technology
Mississauga, ON
- Full-time
The Manager, Supply Chain Analytics & Innovation reports to the Senior Director, Supply Chain Operations and partners with Supply Chain leaders to identify, design and implement…
Added 33 mins ago
IE
Analyst, Business
IMAX Enhanced | Streaming & Consumer Technology
Mississauga, ON
- Full-time
IMAX is seeking a Business Analyst to bridge business functions, technology teams, data teams, project management, and senior leadership in defining and delivering technology-enabled…
Added 33 mins ago
A
Operational Due Diligence Associate Analyst (New Grad Opportunity)
Albourne
Toronto, ON
- $60,000 to $75,000 CAD / year
- Full-time
…(Investment, Operational and Quantitative Due Diligence), Data & Analytics, and Implementation (Middle and Back Office) services. We are committed to non-discretionary advice, fixed-fee…
Added 33 mins ago
TT
Data and AI Lead, Development and Governance
Tundra Technical Solutions
Mississauga, ON
- $120,000 to $130,000 CAD / year
- Full-time
Position: Data and AI Lead, Development and Governance (Senior AI & Automation Developer)
Added 48 mins ago
PV
Senior Manager - CRM & Lifecycle Marketing
Pet Valu
Markham, ON
- Full-time
…engagement, and customer lifetime value. Leveraging customer data, analytics, loyalty insights, and personalization capabilities, the Senior Manager will create relevant, timely, and…
Added 48 mins ago
OH
Senior Project Manager, Program Initiatives
Ontario Health
Toronto, ON
- Full-time
A valued member of the team, the Senior Project Manager, will lead the planning, design, and implementation of complex initiatives across Cancer Screening and/or the Population Health and…
Added 48 mins ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Oversee data modelling, warehousing and lakehouse architecture, and streaming, ensuring the data layer is ready to serve both analytics and AI workloads.

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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