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Added 5 hours ago
RB
Analyst, Risk
Rogers Bank
Toronto, ON
- Full-time
Knowledge of Experian Strategy Design Studio, Modeling software (Alteryx, Knowledge Seeker), data mining coding (SQL, Python,
Added 8 hours ago
OT
Lead UX Developer (React)
Open Text Corporation
Waterloo, ON
- Other
As an experienced Software Developer, your extensive skills beyond the core set listed above (due to previous roles and other technology) can also be an asset and a differentiator.…
Added 9 hours ago
C
Python SDET (Data Validation & API Testing)
CGI
Halifax, NS
- Full-time
CGI is seeking an experienced Python SDET to join our team supporting a leading banking client. In this role, you will design, develop, and maintain automated testing solutions with a…
Added 9 hours ago
GT
Lead Data Engineer / Data Product Lead – Snowflake
Global Technical Talent, an Inc. 5000 Company
Toronto, ON
- $60 to $80 CAD / hour
- Contract
…role requiring deep expertise in Databricks, PySpark, Spark SQL, Delta Lake, cloud data platforms, and modern data engineering, along with the ability to own data products end to end - from…
Added 9 hours ago
NY
Analytics Consultant, Decision Support, Business Intelligence - FT (J1126-0067)
North York General Hospital
Toronto, ON
- Full-time
…Business Intelligence (BI) tools (e.g., Cognos, PowerBI, Tableau), SQL, R, Python, Excel or other analytic…
Added 10 hours ago
Analyst, Risk
Rogers Communications
Toronto, ON
Knowledge of Experian Strategy Design Studio, Modeling software (Alteryx, Knowledge Seeker), data mining coding (SQL, Python,
Added 10 hours ago
C
SR Automation TOSCA DI Lead
Cognizant
Mississauga, ON
- Full-time
These responsibilities align closely with the prior Nationwide requirements for TOSCA DI, ETL testing, SQL, database validation and automation
Added 11 hours ago
AI
Senior Forward Deployed AI Engineer (Python, Data & GenAI)
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
Profile unfamiliar data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.
Added 14 hours ago
KD
Premier directeur/Première directrice, Intelligence d’affaires et rapports | Senior Manager, Business Intelligence & Reporting
Keurig Dr Pepper
Mississauga, ON · Montreal, QC
- Full-time
Expérience avec Power BI, Tableau ou des outils similaires; la connaissance de SQL ou de Python est un atout
Added 14 hours ago
M
Software Engineer - Front End
Microsoft
Vancouver, BC
- Full-time
Microsoft’s Azure Data engineering team is leading the transformation of analytics in the world of data with products like databases, data integration, big data analytics, messaging &…
Added 14 hours ago
TT
Senior Oracle DBA
Tech Talent International
Toronto, ON
- $73 to $75 CAD / hour
- Contract
Collaborate with application teams on data modeling, schema design, and deployment of complex PL/SQL packages, procedures, triggers, and views.
Added 14 hours ago
Investment Analyst
Department of Finance
Winnipeg, MB
Experience programming in computer languages such as but not limited to VBA, Python, SQL (particularly via Access)
Added 14 hours ago
AI
Senior Database Administrator (Oracle Application DBA / Cloud)
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
…mission-critical database applications. This role partners closely with development and engineering teams to ensure high availability, optimal SQL/PL-SQL performance, and smooth database…
Added 14 hours ago
IG
Senior Python Developer – Database Engineering
IMCS Group
Quebec, QC
- Contract
We are looking for an experienced Senior Python Developer with strong expertise in Python programming, database development, SQL, data modelling, and database performance optimization.
Added 14 hours ago
B
Senior Databricks Data Platform Engineer
Brillio
Canada
- Contract
…performance. You will combine deep hands-on Databricks expertise with a FinOps and DevOps mindset, and you will measure your success in platform reliability, developer productivity, and…
Added 14 hours ago
SI
Software Developer
Spait Infotech
Canada
- Full-time
Work with databases to store, retrieve, and manage application data.
Added 15 hours ago
HB
Junior Integration Engineer - Trading Firm - $80,000-$150,000 CAD + Bonus
Hunter Bond
Montreal, QC
- $80,000 to $150,000 CAD / year
- Full-time
Skills: Linux, FIX, Onboarding, Python, C++, SQL
Added 15 hours ago
AC
Data Engineer - Snowflake, dbtCore/Cloud, AWS
Aviva Canada
Markham, ON
- Full-time
Advanced Coding Skills: Expert-level proficiency in SQL, Python, Shell, and Terraform, with a strong focus on performance, reusability, and maintainability.
Added 15 hours ago
FS
Senior Risk Analyst
Financial Services Regulatory Authority of Ontario (FSRA)
Toronto, ON
- Full-time
High level skills in using data analytics and visualization technologies and tools (e.g. Python, MS Excel, MS SQL, MS Access, PowerBI) to manipulate large data sets to analyze, test,…
Added 15 hours ago
C
Data Migration Specialist
CATALIS
AB · Edmonton, AB
- Full-time
Experience with FME, SSIS, Talend, Python or Jira
Added 15 hours ago
AC
Full-time Institutional Research Advanced Data Analyst
Algonquin College of Applied Arts and Technology
Ottawa, ON
- Full-time
Experience using analytical programming and data tools such as Python, R, SQL, Power BI or comparable technologies is required;
Added 15 hours ago
P
Full Stack Engineer, Storefront
Pepper
Remote, Canada
- $149,000 to $164,000 CAD / year
- Full-time
- Remote
…collect payments, and find new customers. We're growing quickly, with a large, untapped market in front of us, and a slew of new products on the…
Added 16 hours ago
GO
Investment Analyst
Government of Manitoba
Winnipeg, MB
- Full-time
Experience programming in computer languages such as but not limited to VBA, Python, SQL (particularly via Access)
Added 16 hours ago
W
Co-op Student, Actuarial (IT Focus)
WorkSafeBC
Richmond, BC
- Full-time
Work closely with the project team to conceptualize, develop, and implement machine learning models using Python.
Added 16 hours ago
MC
Support Specialist - AI Applications
MMC Corporate
Toronto, ON
- Other
2 years of experience in AI application support, monitoring with DataDog and Langsmith toolsHands-on support and development experience with one or more of: MEAN/MEARN stack, PostgreSQL, MS…

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!

Senior Forward Deployed AI Engineer (Python, Data & GenAI)

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Dec 4, 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

Senior Forward Deployed AI Engineer (Python, Data & GenAI)

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 work closely with business users, subject matter experts, 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

Work with subject matter experts, 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 data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.
Build working solutions using real 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 subject matter experts, measure model and LLM quality, perform structured error analysis, and prioritize improvements.
Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with technical 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.
Financial services 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

Partner with business users, subject matter experts, and engineering teams to understand workflows, assess real-world data, and deliver enterprise AI and data applications from prototype through production launch. Operate and improve deployed solutions by managing pipelines, model quality, monitoring, incidents, performance, adoption, 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. A relevant bachelor's degree, financial services experience, and strong client-facing skills are required; relevant cloud, Kubernetes, AI, data, architecture, MLOps, or security certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
Data Engineering
MLOps/LLMOps
Kubernetes
Client-Facing Consulting
Financial Services

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 Processing
Streaming Data Pipelines
Data Quality
DataOps
MLOps
LLMOps
MLflow
CI/CD
Docker
Kubernetes
Airflow
Distributed Processing
Cloud Data Platforms
IAM/RBAC
Financial Services
Model Monitoring
Data Lineage
Incident Management

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