Jobs in Canada

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Added 1 month ago
SH
Software Developer
Scarborough Health Network
Toronto, ON · Scarborough, ON
- Full-time
The Software Developer will primarily support the implementation and ongoing development of the Virtual Standardized Patient (VSP) platform within a college training environment. Under the…
Added 1 month ago
AS
Full Stack Developer
Apex Systems
Toronto, ON
- $55 to $67 CAD / 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.…
Added 1 month ago
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Senior System Test 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 month ago
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Documentation Engineer
LanceDB
Canada
- Full-time
…adopt, and use in production. You'll work at the intersection of engineering, technical writing, and developer experience, turning complex data infrastructure concepts into clear…
Added 1 month ago
KB
AI Engineer
KidKare by MinuteMenu
Canada
- Full-time
use that same AI expertise to make our existing engineering teams faster and sharper - compressing the time between a customer requirement and a shipped, correct solution.
Added 1 month ago
BC
Integration Developer
Bunzl Canada
Canada
- Full-time
We are seeking a skilled Integration Developer to contribute to our composable architecture application initiatives, including microservices, integration platforms, and best-of-breed…
Added 1 month ago
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Senior Software Engineer
Gogo
Ottawa, ON
- Full-time
Software engineering experience using open-source packages in data communications or telecommunications systems
Added 1 month ago
GC
HIL Validation Engineer
Global Connect Technologies
Windsor, ON
- Full-time
Proficiency in Python scripting for test automation and data analysis.
Added 1 month ago
A
ClickHouse Solutions Engineer in North America (Clickhouse experience is a must)
Altinity
Remote, Canada
- $90,000 to $160,000 USD / year
- Full-time
- Remote
Basic knowledge of distributed system concepts and big data technology stacks
Added 1 month ago
CN
New Grad - Cyber Security Research Scientist/Engineer Talent Pool
Canadian Nuclear Laboratories
Fredericton, NB
- Full-time
…countermeasures development and assessment, automated auditing, data analytics, and forensic…
Added 1 month ago
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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.
Added 1 month ago
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[C] Senior Software Engineer - Developer Platform
MLSE (Maple Leaf Sports & Entertainment Partnership)
Toronto, ON · Scotiabank Arena
- Full-time
Experience building developer tooling, application templates, reusable libraries, SDKs, CLIs, or internal platforms that reduce repetitive engineering work.
Added 1 month ago
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Full Stack Developer
TEKsystems
Toronto, ON
- $80 to $90 CAD / hour
- Contract
Software Engineer for AI Engineering team developing and delivering AI solutions for Broker Submissions parsing and automation. This is an integration-focused initiative supporting Intact's…
Added 1 month ago
TC
forward Deployed Engineer
Tata Consultancy Services
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 month ago
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Senior Software Engineer
Microsoft
Vancouver, BC
- $114,400 to $203,900 CAD / year
- Full-time
Microsoft’s Azure Data engineering team is transforming the world of analytics through products including Microsoft Fabric, Azure SQL DB, Azure Cosmos DB, Azure PostgreSQL, Azure Data…
Added 1 month ago
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Principal Software Engineer
Microsoft
Vancouver, BC
- $142,400 to $257,500 CAD / year
- Full-time
…role, you will provide technical leadership across complex engineering initiatives involving native mobile and client platforms, real-time communications, developer infrastructure,…
Added 1 month ago
M
Senior Software Engineer
Microsoft
Vancouver, BC
- $114,400 to $203,900 CAD / year
- 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 1 month ago
Manager, Test Development Engineering
Celestica International LP
Newmarket, ON
Promote practical use of test data, automation, and engineering analysis to improve product quality, development speed, and manufacturing performance.
Added 1 month ago
BC
Integration Developer
Bunzl Canada
Canada
- Full-time
We are seeking a skilled Integration Developer to contribute to our composable architecture application initiatives, including microservices, integration platforms, and best-of-breed…
Added 1 month ago
C
Technical Lead
Cognizant
Toronto, ON
- Full-time
We are seeking a Senior Generative AI Engineer with 7+ years of experience in software engineering, full stack development, and AI-powered solutions. In this role, you will design, build,…
Added 1 month ago
C
Senior Generative AI Engineer
Cognizant
Toronto, ON
- Full-time
We are seeking a Senior Generative AI Engineer with 7+ years of experience in software engineering, full stack development, and AI-powered solutions. In this role, you will design, build,…
Added 1 month ago
Java Developer
Capgemini
Montreal, QC
We are seeking a Java Engineer to join the Firm Market Risk Technology Team. In this hands-on Software Engineering role, the successful candidate will design, build, enhance, and optimize…
Added 1 month ago
AI/Python Developer
Capgemini
Montreal, QC
We are looking for hands-on AI/Python Developer to join our Data Zone team in Montreal. This role is ideal for professionals with 3 to 8 years of with strong hands on experience who are…
Added 1 month ago
C
Senior Full-Stack Engineer, Cohere Dashboard
Cohere
Remote, Canada
- $230,000 to $295,000 CAD / year
- Full-time
- Remote
Collaborate and grow with your engineering colleagues of all levels through direct pairing sessions, architectural designs, documentation and talks
Added 1 month ago
AI Automation Co-op (Spring 2027)
Later
Vancouver, BC
Currently enrolled in a Computer Science, Software Engineering, Data Science, or related program, or equivalent practical experience.

Tata Consultancy Services

forward Deployed Engineer

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
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

Tata Consultancy Services (TCS) is an equal opportunity employer, and embraces diversity in race, nationality, ethnicity, gender, age, physical ability, neurodiversity, and sexual orientation, to create a workforce that reflects the societies we operate in. Our continued commitment to Culture and Diversity is reflected in our people stories across our workforce and implemented through equitable workplace policies and processes.

TCS is an IT services, consulting, and business solutions organization that has been partnering with many of the world’s largest businesses in their transformation journeys for over 55 years. Its consulting-led, cognitive-powered portfolio of business, technology, and engineering services and solutions is delivered through its unique Location Independent Agile™ delivery model, recognized as a benchmark of excellence in software development. A part of the Tata group, India's largest multinational business group, TCS operates in 55 countries and employs over 607,000 highly skilled individuals, including more than 10,000 in Canada. The company generated consolidated revenues of US $30 billion in the fiscal year ended March 31, 2025, and is listed on the BSE and the NSE in India. TCS' proactive stance on climate change and award-winning work with communities across the world have earned it a place in leading sustainability indices such as the MSCI Global Sustainability Index and the FTSE4Good Emerging Index.

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.

TCS does not use artificial intelligence tools for candidate screening or evaluation. This post is for a current vacancy. The hiring process includes an initial screening, followed by a technical evaluation and managerial discussion.

Tata Consultancy Services Canada Inc. is committed to meeting the accessibility needs of all individuals in accordance with the Accessibility for Ontarians with Disabilities Act (AODA) and the Ontario Human Rights Code (OHRC). Should you require accommodation during the recruitment and selection process, please inform Human Resources.

Thank you for your interest in TCS. Candidates that meet the qualifications for this position will be contacted within a 2-week period. We invite you to continue to apply for other opportunities that match your profile.

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More about this job

Responsibilities

Work with client teams to understand workflows, assess data, and build and validate AI and data solutions, taking them from prototype through production launch. Own integrations, operationalization, post-launch reliability and optimization, 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 hands-on expertise in the listed engineering, data, and MLOps tools. Candidates should also have enterprise cloud and security knowledge, strong client-facing and solution-design skills, BFSI experience, and a bachelor's degree in a relevant discipline; related certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Agentic AI
Data Engineering
MLOps/LLMOps
Kubernetes
Docker
Airflow
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
Encryption
Secrets Management
BFSI
Production Support

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Jobs in Canada