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Added 13 mins ago
Sr. Staff Engineer, IP Runtime
Tenstorrent
Toronto, ON
An expert C or C++ engineer with a track record of designing and delivering complex, performance-critical systems.
Added 27 mins ago
CC
Testing and Commissioning Lead - Traction Power
Colas Canada Inc.
Edmonton, AB
- Contract
The Testing and Commissioning Lead - Traction Power will be a key member of the Rail and Systems team, reporting to the Testing and Commissioning Manager, and supporting the day-to-day…
Added 58 mins ago
Control and Automation Engineer
Hatch
Fredericton, NB
…project professionals. This is an excellent opportunity for an engineer who enjoys combining technical design, automation and controls expertise with hands-on project and site…
Added 1 hour ago
ED
Sr Software Developer (Lead) - EN 178
Export Development Canada | Exportation et développement Canada
Toronto, ON
- $96,557 to $128,743 CAD / year
- Full-time
Software Engineer 18: Salaries typically range from $96,557 to $128,743 annually, based on qualifications and experiences, plus a performance-based incentive
Added 1 hour ago
ED
Sr Software Developer (Lead) - EN 178
Export Development Canada | Exportation et développement Canada
Calgary, AB
- $96,557 to $128,743 CAD / year
- Full-time
Software Engineer 18: Salaries typically range from $96,557 to $128,743 annually, based on qualifications and experiences, plus a performance-based incentive
Added 1 hour ago
AW
Instrumentation and Control Engineer
Agilus Work Solutions
AB · Edmonton, AB
- Full-time
Lead High-Impact Industrial Projects as a Lead Instrumentation & Controls Engineer
Added 1 hour ago
DC
Ingénieur principal en solutions PLC
Distech Controls
Brossard, QC
- Full-time
Acuity Intelligent Spaces (AIS) / Distech Controls:
Added 1 hour ago
ED
Sr Software Developer (Lead) - EN 178
Export Development Canada | Exportation et développement Canada
Montreal, QC
- $96,557 to $128,743 CAD / year
- Full-time
Software Engineer 18: Salaries typically range from $96,557 to $128,743 annually, based on qualifications and experiences, plus a performance-based incentive
Added 1 hour ago
IG
Senior Cloud Engineer
Insight Global
Ottawa, ON · Kanata, ON
- $30 to $60 CAD / hour
- Contract
We are seeking a Cloud Engineering Senior Engineer to support the design, development, testing, and deployment of the Telemetry & Observability Platform (TOP). TOP is an enterprise platform…
Added 1 hour ago
Applications Engineering Manager, Nuclear
ATS Automation
Cambridge, ON
…commercial effectiveness of proposals for automation tooling and systems that meet nuclear customer requirements. The Manager leads the review and approval of customer requirements,…
Added 1 hour ago
ZT
Développeur de logiciels, professionnel II/ Software Engineer, Professional II
Zebra Technologies
Montreal, QC · CAN - Montreal, Canada
- Full-time
…building, and maintaining high-performance software that directly controls and integrates with advanced hardware. You will utilize a modern tech stack featuring a React-based web frontend…
Added 1 hour ago
WI
Lead Instrumentation & Control Engineer, Resources
WSP in Canada
Sudbury, ON · Greater Sudbury, ON
- Full-time
…Sudbury, Ontario OR Saskatoon, Saskatchewan office as a Lead I&C Engineer, you will support as a senior subject matter expert in the instrumentation and controls engineering for both new…
Added 1 hour ago
WI
Senior Instrumentation & Controls Engineer, Resources
WSP in Canada
Sudbury, ON · Greater Sudbury, ON
- Full-time
…Sudbury, Ontario or Saskatoon Saskatchewan office as a Senior I&C Engineer, you will support as a senior subject matter expert in the instrumentation and controls engineering for both new…
Added 1 hour ago
WI
Lead Instrumentation & Control Engineer, Resources
WSP in Canada
Sudbury, ON · Greater Sudbury, ON
- Full-time
…Sudbury, Ontario OR Saskatoon, Saskatchewan office as a Lead I&C Engineer, you will support as a senior subject matter expert in the instrumentation and controls engineering for both new…
Added 1 hour ago
WI
Senior Instrumentation & Controls Engineer, Resources
WSP in Canada
Sudbury, ON · Greater Sudbury, ON
- Full-time
…Sudbury, Ontario or Saskatoon Saskatchewan office as a Senior I&C Engineer, you will support as a senior subject matter expert in the instrumentation and controls engineering for both new…
Added 1 hour ago
WI
Lead Instrumentation & Control Engineer, Resources
WSP in Canada
Saskatoon, SK
- Full-time
…Sudbury, Ontario OR Saskatoon, Saskatchewan office as a Lead I&C Engineer, you will support as a senior subject matter expert in the instrumentation and controls engineering for both new…
Added 1 hour ago
WI
Electrical Engineer in Training (EIT)
WSP in Canada
Markham, ON
- Full-time
Design electrical systems for power distribution, lighting, lighting controls, fire alarms, and emergency power on transportation and building projects.
Added 1 hour ago
WI
Electrical Engineer in Training (EIT)
WSP in Canada
Vaughan, ON
- Full-time
Design electrical systems for power distribution, lighting, lighting controls, fire alarms, and emergency power on transportation and building projects.
Added 1 hour ago
WI
Senior Instrumentation & Controls Engineer, Resources
WSP in Canada
Saskatoon, SK
- Full-time
…Sudbury, Ontario or Saskatoon Saskatchewan office as a Senior I&C Engineer, you will support as a senior subject matter expert in the instrumentation and controls engineering for both new…
Added 2 hours ago
RC
Senior AI Engineer
Realtek Consulting LLC
Toronto, ON
- Contract
6-10 years building production software, including recent hands-on delivery of AI or large-language-model systems beyond prototypes.
Added 2 hours ago
B
Senior Manager, Data Engineer, Applied AI Data Ingestion & Integration
BMO
Toronto, ON · FCP
- Full-time
Establish and monitor data quality standards, controls, and metrics to ensure accuracy, completeness, timeliness, and consistency.
Added 2 hours ago
KG
Senior Platform Engineer
Kinross Gold Corporation
Toronto, ON
- Full-time
…are seeking a highly technical and hands-on Senior Platform Engineer to drive the evolution of our hybrid infrastructure ecosystem spanning on-premises datacenters, cloud platforms,…
Added 2 hours ago
M
Business System Analyst
MethodHub
Vancouver, BC
- Contract
· Bachelor’s degree in Computer Science, Engineering, Information Systems, or a related field; relevant certifications (e.g., AWS/Azure Solutions Architect or DevOps Engineer, CBAP, CKAD,…
Added 2 hours ago
S
Head of Data Systems (Google Stack)
Stacktics
Toronto, ON
- Full-time
The Head of Data Systems (Google Stack) will play a key role at Stacktics, required to help create and maintain industry-leading quality and efficiency of service and software delivery.
Added 2 hours ago
Director, High Voltage Infrastructure, Pacific Link
Trans Mountain
Calgary, AB
Establish governance, decision rights, performance measures, and risk controls for the power infrastructure portfolio, ensuring clear accountability for cost, schedule, assumptions,…

Zodiac Solutions, Inc

Forward Deployed Engineer

Toronto, ON, Canada

Full-time

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Applications open in a new tab.

Job details

Job type: Full-time
Apply by: Nov 8, 2026
Posting language: English
Posted: Oct 9, 2026

Original job description

Forward Deployed Engineer

Python/Pyspark + Claude + SQL + APIs + Data & MLOps

Mus Have:

Python / PySpark, LLM

Goo To Have:

Claude + SQL + APIs + Data & MLOps

10–14 years of experience in Data Engineering, AI Applications, LLM Integration, APIs and MLOps platforms.

Must Have Technical/Functional Skills

10+ years of experience in Data Engineering, AI Application Development, Cloud Data Platforms, and Production-grade Software Engineering.
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, and enterprise application integration.
Experience designing and building AI-powered applications using Claude, Prompt Engineering, Retrieval-Augmented Generation (RAG), Vector Databases, Semantic Search, and Agentic AI patterns.
Deep understanding of Data Engineering frameworks, including ETL/ELT, batch and streaming pipelines, data quality, metadata management, lineage, observability, and DataOps practices.
Experience implementing and operationalizing MLOps / LLMOps capabilities including model lifecycle management, CI/CD pipelines, MLflow, monitoring, deployment automation, rollback, and production support.
Strong knowledge of cloud and modern data platforms, including compute, storage, integration, orchestration, security, networking, monitoring, and cost optimization services.
Hands-on experience with Git, Docker, Kubernetes, Airflow, MLflow, CI/CD, and distributed data processing frameworks.
Strong understanding of enterprise security and governance principles, including IAM/RBAC, encryption, secrets management, privacy controls, auditability, compliance, and secure data access.
Ability to translate business requirements into scalable solution designs, define non-functional requirements, estimate effort, and drive production-ready implementation.
Experience working with Banking, Financial Services, or Insurance (BFSI) data environments and familiarity with regulatory, security, privacy, and resilience requirements.
Strong client-facing consulting skills with experience conducting discovery workshops, solution shaping, rapid prototyping, stakeholder communication, and technical presentations.
Bachelor’s degree in computer science, Engineering, Information Systems, Data Management, or a related discipline.
Preferred certifications in Cloud Platforms, Kubernetes, AI Engineering, MLOps, Data Engineering, Enterprise Architecture, Security, or Program Delivery.
Experience working in a forward-deployed delivery model by embedding with client SMEs, business users, and engineering teams through solution validation, production deployment, adoption, and handover.
Strong hands-on data discovery skills, including profiling unfamiliar client data with Python, pandas, PySpark, and SQL; assessing coverage and quality; and quantifying volumes, distributions, edge cases, and business-process gaps before development.
Ability to rapidly build thin working solutions using real client data and APIs, validate them with users, and iteratively harden them with automated tests, security controls, error handling, observability, and production support procedures.
Experience creating business-relevant evaluation datasets with client SMEs, measuring ML or LLM quality, performing structured error analysis, grouping failures by root cause, and prioritizing improvements across releases.
Demonstrated production ownership after go-live, including monitoring, incident diagnosis, rollback, stabilization, performance and latency troubleshooting, and resolution of user-reported issues.
Ability to measure user adoption and business impact after launch using usage data and agreed KPIs such as time saved, error reduction, straight-through processing, quality improvement, or productivity gains.
Willingness and ability to travel or work onsite with client teams when an engagement requires close collaboration and accelerated delivery.

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More about this job

Responsibilities

Design and deliver production-ready data and AI applications, including data pipelines, LLM integrations, APIs, and MLOps/LLMOps capabilities. Work directly with client teams to discover and validate solutions, deploy and support them in production, and measure adoption and business impact.

Requirements

Requires 10 or more 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 AI/LLM technologies. Candidates should also have experience with production operations, enterprise security and governance, client-facing delivery, and BFSI environments; a bachelor's degree in a related discipline is specified.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Data Engineering
MLOps
LLMOps
Kubernetes
Docker
Airflow
Cloud Data Platforms

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Batch And Streaming Pipelines
DataOps
MLOps
LLMOps
MLflow
CI/CD
Docker
Kubernetes
Airflow
Cloud Data Platforms
Data Quality
Data Governance
Enterprise Security
Banking, Financial Services, And Insurance
Data Profiling
Model Monitoring
Production Support
Client-Facing Consulting

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