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Added 23 hours ago
GI
Java Software Engineer
G-FORCE IT SERVICES INC
ON · Ontario, Canada
- Full-time
We’re looking for a skilled Java Developer to design, build, and maintain scalable, high-performance applications. You’ll work with a collaborative team of engineers, QA, and product owners…
Added 23 hours ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
Advanced SQL skills, including complex transformations, data analysis, troubleshooting and query performance optimization.
Added 23 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
Added 23 hours ago
AD
Manufacturing Applications Engineer
ArcelorMittal Dofasco
Hamilton, ON
- Full-time
A solid foundation in software development is needed to be effective in this role, although advanced development is not the primary focus (e.g., scripting, SQL, configuration, basic coding).
Added 23 hours ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Advanced SQL and strong Python skills, with experience in performance tuning on large datasets.
Added 23 hours ago
II
Lead Data Scientist
iVedha Inc.
Oakville, ON
- Full-time
Strong knowledge of and experience with reporting packages (Business Objects etc), databases (SQL Server, Oracle etc), programming (XML, Javascript, or ETL frameworks)
Added 23 hours ago
M
Associé(e) principal(e) en automatisation de l’intelligence artificielle/Sr. Associate AI Automation Specialist
McKesson
Montreal, QC
- Full-time
…des flux de travail de plateforme. Vous utiliserez Python et SQL pour orchestrer les processus de données, automatiser l’infrastructure et les déploiements, ainsi que pour améliorer la…
Added 23 hours ago
AW
Business Analytics Specialist, Temporary
Aviso Wealth
Remote, Canada
- Temporary
- Remote
Skilled with SQL, modern BI tools and large, diverse datasets
Added 23 hours ago
AW
Business Analytics Specialist, Temporary
Aviso Wealth
Remote, Canada
- Temporary
- Remote
Skilled with SQL, modern BI tools and large, diverse datasets
Added 23 hours ago
MT
Billing Compliance Analyst
McCarthy Tétrault LLP
Toronto, ON
- Full-time
Building and maintaining dashboards and reports using Power BI, SQL, and Power Query to support team performance and decision-making.
Added 23 hours ago
TI
Software Engineer
Trimble Inc.
Kamloops, BC · Canada - Kamloops, BC
- Full-time
…development capabilities utilizing React, TypeScript, C#/.NET, and SQL Server database…
Added 23 hours ago
TR
Privacy Operations Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
- Full-time
Strong proficiency in at least one programming/scripting language (e.g., Python, SQL) and demonstrated experience building and maintaining API integrations and automated workflows (e.g.,…
Added 23 hours ago
T
Data Designer I
TD
Toronto, ON
- Full-time
Strong SQL skills and experience working with ETL/data integration processes.
Added 23 hours ago
T
Manager, Business Systems Analysis, TD Securities
TD
Toronto, ON
- Full-time
Added 23 hours ago
NR
Sr. Microsoft Dynamics Nav BC Developer
Northern Reflections
Toronto, ON
- Full-time
Reporting to the VP, Information Technology, the Senior NAV Solutions Developer is responsible for the design, development, enhancement, and ongoing support of the organization's Microsoft…
Added 23 hours ago
BC
Technical Business Analyst
BrainRidge Consulting
Moncton, NB
- Full-time
Perform data analysis and source to target data mapping using SQL to support integrations, migrations, and reporting.
Added 23 hours ago
T
Intermediate Software Engineer
TekRek
Toronto, ON
- Full-time
This is a hybrid, full-time product engineering role for an intermediate full stack developer ready to own features end to end. You will take scoped work from requirements through design,…
Added 23 hours ago
M
Gestionnaire, Ingénierie du Hub de données et Produits de données/Manager, Data Hub Eng & Data Products
McKesson
Montreal, QC
- Full-time
Expérience avec SQL, Python, Spark, les API ou d’autres technologies connexes d’ingénierie des données.
Added 23 hours ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
Familiarity with SQL for relational or NoSQL databases
Added 23 hours ago
C
Applications Development Intermediate Programmer Analyst
Citi
Mississauga, ON
- Full-time
Strong proficiency in SQL, including the ability to write, debug, and optimize complex queries across large financial datasets, with hands-on experience in data validation, joins,…
Added 1 day ago
GBM - Trade Floor Technology Consultant Internship/Co-op - Summer 2027
Scotiabank
Toronto, ON
Having knowledge or experience with web or database programming (e.g. HTML, JavaScript, CSS, SQL, C#) will be an additional asset.
Added 1 day ago
GBM - Trade Floor Technology Consultant Internship/Co-op - Summer 2027 (12-16 Months)
Scotiabank
Toronto, ON
GBM - Trade Floor Technology Consultant (Full Stack Developer) Internship/ Co-op - Summer 2027
Added 1 day ago
SD
Data Integration Architect
Symbiotic Digital
ON · Central Toronto (Summerhill West / Rathnelly / South Hill / Forest Hill SE / Deer Park), Ontario
- Contract
and confirm data through advanced SQL-based analysis.
Added 1 day ago
IF
Solution Designer
iA Financial Group
Montreal, QC · Quebec, QC
- Full-time
Is recognized for expertise in solution design, distributed architectures, APIs, and integration, as well as knowledge of Microsoft technologies, particularly .NET and SQL Server;
Added 1 day ago
AS
Associate Developer Full Stack
Alterna Savings
Toronto, ON
- Full-time
Basic understanding of relational databases, such as SQL Server, PostgreSQL, or MySQL.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
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

Role: Forward Deployed Engineer (Python/Pyspark Developer)

Toronto

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.

Apply About employer

More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real client data, and build and deploy production-grade AI and data applications. Own delivery from prototyping through launch, monitoring, stabilization, 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 AI and MLOps/LLMOps, enterprise cloud and security practices, and client-facing delivery; a relevant bachelor's degree is required, while relevant certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Data Engineering
AI Application Development
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
MLOps
LLMOps
Cloud Data Platforms
Kubernetes
Client-Facing Consulting

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
Pandas
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Batch Processing
Streaming Data Pipelines
Airflow
MLflow
MLOps
LLMOps
CI/CD
Docker
Kubernetes
Distributed Processing
Data Quality
DataOps
IAM/RBAC
BFSI
Cloud Data Platforms
Monitoring
Incident Diagnosis

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