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Intermediate AI Engineer
nLogic
Cherry Point, AB
- Full-time
Develop software and data solutions using Python, SQL, and related technologies
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Site Reliability Engineer (Application Support)
Yochana
Calgary, AB
- Full-time
…Application Support professionals. This position is based in Calgary and follows a hybrid work model, requiring employees to work onsite four days per…
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KS
Analyste en automatisation AQ / QA Automation Analyst
Keywords Studios
Montreal, QC
- Full-time
Expérience avec Python, C++, SQL, les Blueprints d'Unreal Engine, Verse, PowerShell, les API REST, JSON, CSV ou des technologies équivalentes
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Quality Engineer with Automation
Diligente Technologies
Canada
- Contract
Results-driven Quality Engineer with strong hands-on experience in test automation, quality strategy, and AI-enabled quality engineering practices. Responsible for designing, developing,…
Added 1 day ago
AS
Full Stack Developer
Apex Systems
Toronto, ON
- $55 to $67 USD / hour
- Contract
We are seeking an Expert Full Stack Developer to design, build, and maintain both front-end interfaces and back-end systems, including APIs, microservices, databases, and cloud deployments.…
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Documentation Engineer
LanceDB
Canada
- Full-time
AI advances at the speed of its research, and research moves at the speed of its data. LanceDB is the AI-native Multimodal Lakehouse: one system where a researcher curates petabytes of…
Added 1 day ago
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Senior AI Software Engineer
Stikeman Elliott LLP
Toronto, ON
- Full-time
Expert proficiency in Python, including asynchronous development, testing, and modern web frameworks such as FastAPI; working knowledge of TypeScript, Node.js, and front-end development.
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Data Analyst - Expert
Raise
Toronto, ON
- Full-time
Build Python notebooks using Spark and implement Medallion Architecture.
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Technical Lead Data
Marsh
Toronto, ON
- Full-time
Build with your hands. You write code. You build pipelines. You debug production issues. You're comfortable in SQL, Python, and Spark, and you use them regularly, not as a party trick, but…
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Integration Developer
Bunzl Canada
Canada
- Full-time
Programming experience in C#, .NET, Python, SQL, and/or related programming languages.
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Sr. IT Software Developer
OpenText
Waterloo, ON
- Full-time
We are seeking a Senior Software Developer to support and enhance critical customer service and service management platforms, including ServiceNow, Siebel CRM, Oracle B2C Service, and other…
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Sr. IT Software Developer
OpenText
Richmond Hill, ON
- Full-time
We are seeking a Senior Software Developer to support and enhance critical customer service and service management platforms, including ServiceNow, Siebel CRM, Oracle B2C Service, and other…
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Sr. IT Software Developer
OpenText
Mississauga, ON
- Full-time
We are seeking a Senior Software Developer to support and enhance critical customer service and service management platforms, including ServiceNow, Siebel CRM, Oracle B2C Service, and other…
Added 1 day ago
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Coop AI Developer
CGI
AB · Edmonton, AB
- Full-time
We are seeking a Developer to join the Emerging Technology Practice team. This role is an excellent opportunity to support a growing portfolio of artificial intelligence initiatives,…
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Senior Java Full Stack Developer
CGI
Toronto, ON
- Full-time
This strategic role will support CGI's continued growth within the account. The Senior Java Full Stack Developer will lead the design and delivery of scalable, secure, and high performing…
Added 1 day ago
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Managed Accounts Portfolio Services Group Analyst
Fidelity Canada
Toronto, ON
- Full-time
Excellent analytical and technical skills, including an advanced level understanding of Microsoft Excel is required. Experience with Access, VBA, SQL, and Python is considered an asset.
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ClickHouse Solutions Engineer in North America (Clickhouse experience is a must)
Altinity
Remote, Canada
- $90,000 to $160,000 USD / year
- Full-time
- Remote
Writing tech articles – for Altinity blog and internal KB.
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Mid-Level Full Stack Engineer, New Verticals
Pepper
Remote, Canada
- $149,000 to $164,000 CAD / year
- Full-time
- Remote
Ship features end to end: build across our web and mobile apps in React, React Native, TypeScript, and Python, from database schema to user interface.
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Data Analyst / Product Owner
SPECTRAFORCE
Toronto, ON
- $48 to $52 CAD / hour
- Contract
Develop and optimize SQL queries, stored procedures, views, and data models to support reporting and analytics requirements.
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Data Analyst
Kelly
Toronto, ON
- Contract
Write complex SQL queries, stored procedures, and views; use Python for data analysis, automation, reconciliation, and validation.
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Site Reliability Engineer
Tech Mahindra
Calgary, AB
- Full-time
focused on stability, optimization, business impact analysis, and associated risk-related methodologies. This role will be responsible for overall stability of the Wealth Management…
Added 1 day ago
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Forward Deployed Engineer
Epsilon Solutions Ltd.
Toronto, ON
- Full-time
Profile unfamiliar client data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.
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DevOps Engineer
InfoCepts
Canada
- Full-time
Looking for a DevOps Engineer with strong expertise in Azure DevOps, CI/CD, Infrastructure as Code (Bicep/ARM), PowerShell/Python scripting, and cloud-native architectures.
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forward deployed Engineer
Tekshapers
Toronto, ON
- Full-time
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, and enterprise application integration.
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System Analyst
SMARTFOX
Canada
- Full-time
Write SQL queries to investigate data, validate migrations, and support reporting

Epsilon Solutions Ltd.

Forward Deployed Engineer

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Nov 12, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 13, 2026

Original job description

Forward Deployed Engineer

Full Time

Toronto, ON (Hybrid)

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.

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real data, and build and deploy enterprise AI and data applications. Own delivery from prototype through production launch and stabilization, including operational support, adoption measurement, and handover.

Requirements

Requires 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering, with hands-on expertise in Python, PySpark, SQL, APIs, cloud technologies, and MLOps/LLMOps. Candidates should have experience with Claude and modern AI patterns, strong client-facing and BFSI experience, and a relevant bachelor's degree.

Skills

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

Visa sponsorship

Not detected in the job text

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
Data Lineage
Observability
BFSI
Production Support

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