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Added 9 mins ago
C
Solutions Designer, Splunk Montreal, Quebec, Canada
Cisco
Montreal, QC
- Full-time
Splunk is seeking a highly skilled and strategic Senior Solutions Engineer to join our Eastern Canada team. Splunk, a Cisco company, is building a safer and more resilient digital world…
Added 9 mins ago
T
Engineer I
TD
Toronto, ON
- Full-time
Participate in knowledge transfer with senior management, the team, other technical areas and business units
Added 9 mins ago
GM
Projects Engineer, Technical Services
Gibraltar Mine
McLeese Lake, BC
- Full-time
Provide leadership and mentorship to junior and intermediate members of the Technical Services department.
Added 39 mins ago
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas
Vancouver, BC
- Full-time
The Senior Mine Engineer / Planner will provide senior-level technical support to an active mining operation on a 2 weeks in / 2 weeks out rotation. This position includes camp…
Added 40 mins ago
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Markham, ON
- Full-time
This is your chance to join WSP’s Property & Buildings team in a senior electrical engineering role where your expertise will help shape the spaces and communities of tomorrow. As an…
Added 40 mins ago
WI
Senior Electrical Engineer
WSP in Canada
Markham, ON
- Full-time
Join our Buildings M&E team as a Senior Electrical Engineer and help shape electrical solutions for diverse projects across Canada. Based in Thornhill/Markham (GTA), you’ll bring…
Added 40 mins ago
WI
Senior Mechanical Engineer, Buildings
WSP in Canada
Markham, ON
- Full-time
Working alongside architects, landlords, contractors, and multidisciplinary colleagues, you’ll turn technical requirements into practical, coordinated solutions while helping projects move…
Added 40 mins ago
TS
Electrical Lead (Engineering)
Tetranex Solutions Inc.
Calgary, AB
- Full-time
…electrical team. This role is suited to an experienced electrical engineer who enjoys hands-on technical work, collaboration with other senior engineers, and taking ownership of electrical…
Added 54 mins ago
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas
Kelowna, BC
- Full-time
The Senior Mine Engineer / Planner will provide senior-level technical support to an active mining operation on a 2 weeks in / 2 weeks out rotation. This position includes camp…
Added 1 hour ago
WI
Senior Electrical Engineer
WSP in Canada
Vaughan, ON
- Full-time
Join our Buildings M&E team as a Senior Electrical Engineer and help shape electrical solutions for diverse projects across Canada. Based in Thornhill/Markham (GTA), you’ll bring…
Added 1 hour ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
We are seeking a hands-on Senior Data Engineer for a contract opportunity supporting key enterprise data initiatives within a financial services environment.
Added 1 hour ago
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Vaughan, ON
- Full-time
This is your chance to join WSP’s Property & Buildings team in a senior electrical engineering role where your expertise will help shape the spaces and communities of tomorrow. As an…
Added 1 hour ago
WI
Senior Mechanical Engineer, Buildings
WSP in Canada
Vaughan, ON
- Full-time
Working alongside architects, landlords, contractors, and multidisciplinary colleagues, you’ll turn technical requirements into practical, coordinated solutions while helping projects move…
Added 1 hour ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
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…
Added 1 hour ago
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Toronto, ON
- Full-time
This is your chance to join WSP’s Property & Buildings team in a senior electrical engineering role where your expertise will help shape the spaces and communities of tomorrow. As an…
Added 1 hour ago
A
Senior Systems Engineer
Actalent
Ottawa, ON
- $120,000 to $140,000 CAD / year
- Full-time
We are seeking a highly skilled Senior Systems Engineer to join our team on a permanent, full-time basis. This role involves supporting the anticipated Land Vehicle Crew Training System…
Added 1 hour ago
A
Senior Systems Engineer
Actalent
Calgary, AB
- $120,000 to $140,000 CAD / year
- Full-time
We are seeking a highly skilled Senior Systems Engineer to join our team on a permanent, full-time basis. This role involves supporting the anticipated Land Vehicle Crew Training System…
Added 1 hour ago
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas Project Management Inc.
Kelowna, BC
- Full-time
The Senior Mine Engineer / Planner will provide senior-level technical support to an active mining operation on a 2 weeks in / 2 weeks out rotation. This position includes camp…
Added 1 hour ago
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas Project Management Inc.
Sudbury, ON
- Full-time
The Senior Mine Engineer / Planner will provide senior-level technical support to an active mining operation on a 2 weeks in / 2 weeks out rotation. This position includes camp…
Added 1 hour ago
Forward Deployed AI Engineer Sr - Analytics
Dayforce
Canada
We are looking for a Senior Forward Deployed AI Engineer, Analytics to partner directly with analytics teams and business stakeholders to turn high-value analytical problems into practical,…
Added 1 hour ago
G
Senior Engineer, Geotechnical
Glencore
Calgary, AB
- Full-time
Reporting to the Manager, Geological Engineering, the Senior Engineer, Geotechnical is responsible for:
Added 1 hour ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
…delivering robust, scalable, secure and reusable platforms and services that operate within our Enterprise Cloud, API and DevOps environments. In this role, you will contribute as a…
Added 1 hour ago
C1
Senior Data Engineer, Microsoft Fabric - 6 month contract-(Hybrid)
Central 1
Vancouver, BC · Toronto, ON
- Full-time
Central 1 is seeking a highly experienced Senior Data Engineer and Microsoft Fabric Subject Matter Expert (SME) to lead the design, implementation, and optimization of enterprise-scale data…
Added 2 hours ago
S
Senior Software Engineer
Swoon
Toronto, ON
- Full-time
We're seeking an experienced Senior Angular Engineer to play a key role in a major front-end modernization initiative. This is an opportunity to influence architectural decisions, establish…
Added 2 hours ago
S
Information Technology Support Engineer
SMARTFOX
ON · Ontario, Canada
- $65,000 to $110,000 CAD / year
- Full-time
Senior IT Support Engineer - 5+ years : Tier 3 escalations, designing standards and tooling, leading rollouts and migrations, improving security posture, mentoring the team, and shaping the…

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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