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Added 2 hours ago
J
Broker – Personal Insurance South Shore
JobsMedia.io
Brossard, QC
- Full-time
🟣 3 years of experience as a BROKER/ No agent unfortunately, we have other opportunities for you, don't worry!
Added 2 hours ago
J
French-speaking Sales Consultant
JobsMedia.io
Prince Edward, ON
- Full-time
Added 2 hours ago
HT
Financial Manager - PLM (Product Line Mgmt)
Husky Technologies
Bolton, ON
- Full-time
Act as a change agent, continuously challenging the status quo and driving improvements
Added 3 hours ago
AG
Passenger Service Agent
Alliance Ground International
Richmond, BC · YVR Airport
- Part-time
From check-in and bag drop, to boarding gates and arrivals, as a Passenger Service Agent you’ll ensure our traveling customers are kept well-informed and are in the right place at the right…
Added 3 hours ago
NB
Director, Credit Risk
National Bank of Canada
AB · Edmonton, AB
- Full-time
Ensure compliance with policies and act as a change agent to improve tools and processes
Added 3 hours ago
MP
Real Estate Agent – Relocate to Dubai
McCone Properties
Victoria, BC
- Full-time
The average agent here earned US$112,000 last year, tax free; US$2.9 million is our best year, not the usual one. There is no salary, so arrive with around six months of savings while you…
Added 4 hours ago
GE
Reservation Agent - Internal Candidates Only
Grey Eagle Resort & Casino
Calgary, AB
- Full-time
…Office Manager, and/or Front Office Manager, the Reservation Agent promotes and sells room nights to existing and potential clients, while providing and exceptional level of service. To…
Added 4 hours ago
A
Allstate Sales Agent
Allstate
Toronto, ON
- Full-time
As an Allstate Sales Agent, you’ll grow your own book of business, build strong relationships in your community, and help people protect what matters most. This is a hybrid role, where…
Added 5 hours ago
TA
Full Time Sales Agent
The Acquisition Group
Sherwood Park, AB
- Full-time
Added 5 hours ago
H
Senior Fire Protection Engineer
HDR
Toronto, ON
- Full-time
Design and review fire protection systems (sprinklers, standpipes, fire pumps, clean agent, pre-action/special hazard)
Added 5 hours ago
O
Senior Systems & Hardware Experts - AI Benchmarking
Outlier
Canada
- Full-time
…field and turn them into clearly defined challenges that an AI agent must solve from scratch in a Linux…
Added 5 hours ago
O
Senior Coding, ML & Security Experts - AI Benchmarking
Outlier
Canada
- Full-time
…field and turn them into clearly defined challenges that an AI agent must solve from scratch in a Linux…
Added 5 hours ago
FT
Agent Deployment Engineer - Spanish Speaking
FDE Times
Toronto, ON
- Full-time
We’re creating an Agent Deployment Engineering Org: a specialized technical delivery team responsible for end-to-end execution of AI agent builds. Agent Deployment Engineers own the…
Added 5 hours ago
FT
Agent Deployment Engineer
FDE Times
Toronto, ON
- Full-time
We’re creating an Agent Deployment Engineering Org: a specialized technical delivery team responsible for end-to-end execution of AI agent builds. Agent Deployment Engineers own the…
Added 6 hours ago
A
Samsung Digital Appliance Promoter
Acosta
Toronto, ON · East York, ON
- Part-time
Are you ready to turn your passion for tech into a thrilling career opportunity? As a Samsung Innovation Agent for Digital Appliances, you're about to embark on an adventure that's as…
Added 6 hours ago
Principal Technical Program Manager, MADS
Amazon
Toronto, ON
…programs the way this team builds them: instrumented, automated, agent-assisted. Status, rollups, and dependency tracking largely assemble themselves, freeing your own hours for the…
Added 7 hours ago
SM
Storeperson
Stevenson Memorial Hospital
Alliston, ON
- Full-time
Assist the Purchasing Agent with the preparation of purchase orders.
Added 7 hours ago
TI
AI Software Development Engineer in Test
Trimble Inc.
Kamloops, BC
- Full-time
Added 7 hours ago
RB
Senior Manager, AI Engineering (AML &Fraud)
Royal Bank of Canada
Vancouver, BC
- Full-time
Familiarity with AI decision-making frameworks and multi-agent problem-solving strategies, including experience with agent architecture design
Added 7 hours ago
RB
Lead, Full Stack Engineer
Royal Bank of Canada
Vancouver, BC
- Full-time
Understanding of AI agent architectures, autonomous decision-making systems, and multi-agent collaboration frameworks
Added 8 hours ago
PC
Global Reservations Agent
Pursuit Collection
Banff, AB · Calgary, AB · CAN - Calgary Office
- Full-time
As a Global Reservations Agent, you’ll help guests plan and book unforgettable experiences across some of the most iconic destinations in North America - from Banff to Montana, Alaska and…
Added 8 hours ago
HT
Financial Manager - PLM (Product Line Mgmt)
Husky Technologies
Bolton, ON
- Full-time
Act as a change agent, continuously challenging the status quo and driving improvements
Added 8 hours ago
IF
Associate Director - Securities Finance
iA Financial Group
Halifax, NS
- Full-time
Has experience interacting with broker-dealers, custodians, agent lenders and institutional counterparties.
Added 8 hours ago
BU
De Novo Retail Relationship Banker
BMO U.S.
Toronto, ON
- Full-time
Added 8 hours ago
C
Trnctn Mgmt Sr Consultant
CBRE
Toronto, ON
- Full-time
Act as landlord/seller agent and tenant/buyer agent for high-profile clients. Review business terms and conditions for a wide variety of commercial real estate products.

QuantumBlack, AI by McKinsey

Data Engineer II - QuantumBlack, AI by McKinsey

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
Apply by: Dec 4, 2026
Experience: 2+ years of relevant professional experience building and deploying data solutions
Posting language: English
Posted: Nov 4, 2026

Original job description

Who You'll Work With

Driving lasting impact and building long-term capabilities with our clients is not easy work. You are the kind of person who thrives in a high performance/high reward culture - doing hard things, picking yourself up when you stumble, and having the resilience to try another way forward.

In return for your drive, determination, and curiosity, we'll provide the resources, mentorship, and opportunities you need to become a stronger leader faster than you ever thought possible. Your colleagues - at all levels - will invest deeply in your development, just as much as they invest in delivering exceptional results for clients. Every day, you'll receive apprenticeship, coaching, and exposure that will accelerate your growth in ways you won’t find anywhere else.

When you join us, you will have:

Continuous learning: Our learning and apprenticeship culture, backed by structured programs, is all about helping you grow while creating an environment where feedback is clear, actionable, and focused on your development. The real magic happens when you take the input from others to heart and embrace the fast-paced learning experience, owning your journey.
A voice that matters: From day one, we value your ideas and contributions. You’ll make a tangible impact by offering innovative ideas and practical solutions, all while upholding our unwavering commitment to ethics and integrity. We not only encourage diverse perspectives, but they are critical in driving us toward the best possible outcomes.
Global community: With colleagues across 65+ countries and over 100 different nationalities, our firm’s diversity fuels creativity and helps us come up with the best solutions for our clients. Plus, you’ll have the opportunity to learn from exceptional colleagues with diverse backgrounds and experiences.
World-class benefits: On top of a competitive salary (based on your location, experience, and skills), we provide a comprehensive benefits package to enable holistic well-being for you and your family.

Your Impact

You will build the foundational data infrastructure that powers cutting-edge AI applications leveraging LLMs, retrieval systems, workflows, and emerging agentic architectures.

You will design and maintain scalable data pipelines, manage secure data environments, and prepare data for AI-driven systems while collaborating with cross-functional teams and clients. You’ll tackle real-world challenges by contributing to the development of next-generation AI systems and grow as a technologist by working alongside diverse experts across industries.

You will design and build the scalable, reproducible data components essential for machine learning, agentic, and autonomous AI systems. You’ll assess data landscapes, apply data quality fundamentals, and prepare data for AI solutions. Additionally, you’ll learn to translate simple hypotheses into engineered features, manage secure data environments, and contribute to R&D initiatives focused on innovating and scaling next-generation AI capabilities.

Your work will help solve some of the most complex and high-impact challenges facing clients across industries. Collaborating across QuantumBlack, AI by McKinsey and QuantumBlack Labs teams, you’ll help develop innovative AI capabilities and scalable enterprise solutions. You’ll help build robust data foundations for scalable, production-ready AI systems. Your contributions will directly support the firm’s ability to accelerate AI adoption, solve complex business problems at scale, and enable clients to achieve meaningful, lasting impact.

You’ll be based in one of our North American offices as part of our global Data Engineering community. Working in cross-functional Agile teams, you’ll collaborate closely with Data Scientists, Machine Learning Engineers, and industry experts to deliver AI solutions. By partnering with clients - from data owners to C-level executives - you’ll help solve complex problems that drive tangible business value and begin to build your skills as a client-facing technologist.

You will grow at the forefront of AI, data engineering, and emerging agentic technologies. You’ll develop expertise at the intersection of technology and business by tackling diverse challenges in the evolving AI landscape. Working alongside multidisciplinary teams, you’ll gain a holistic understanding of how data engineering enables advanced AI while collaborating with leading AI and data experts in the industry.

In accordance with Ontario law: This job posting is for an existing vacancy. Artificial intelligence systems (AI) may be used to assist recruiters in the screening and/or assessment of candidates for this role. AI is neither the sole determinative factor at any stage of the application process nor the decisionmaker. All AI-generated assessments are reviewed by a McKinsey recruiter before any decision is made regarding a candidate’s candidacy.

Your Qualifications and Skills

Degree in Computer Science/Engineering, or equivalent experience
2+ years of relevant professional experience building and deploying data solutions
Strong proficiency in Python and SQL for data engineering and experience writing robust, production-grade code, including deploying code across environments
Proven experience building end-to-end data pipelines and platforms for Agentic AI, Generative AI, Machine Learning, or Business Intelligence, covering data preparation, embeddings generation, vector search, and system integration using modern frameworks (Spark, dbt, LangChain)
A strong foundation in system design, data storage, and reliability with commonly used data platforms (Databricks, Snowflake, BigQuery, PSQL, etc.) and data engineering tools (e.g., Pandas, Spark, dbt, etc.)
Hands-on experience with MLOps/LLMOps principles, including CI/CD for data workflows, automated agent evaluation (LangSmith, Opik, Langfuse), and infrastructure as code (Terraform)
Experience building systems with different data formats (structured vs unstructured) and data processing methods (streaming vs batch) and deploying across major cloud platforms (AWS, Azure, GCP)
Exceptional time management in a complex and largely autonomous work environment
Commercial client-facing or senior stakeholder management experience is beneficial
Experience using coding agents (Cursor, Claude Code, Codex, etc.) is a plus
Willingness to travel as required
Business level language fluency skills, both verbal and written, in English and the local office language(s)

Apply About employer

More about this job

Responsibilities

Build and maintain scalable, reliable data pipelines and secure data environments that support production-ready machine learning, generative AI, and agentic systems. Collaborate with data scientists, machine learning engineers, clients, and other experts to prepare data, develop AI capabilities, and deliver solutions to complex business problems.

Requirements

Requires a degree in computer science or engineering, or equivalent experience, and at least two years of relevant experience building and deploying data solutions. Candidates should have strong Python and SQL skills, experience with end-to-end data platforms and modern data and AI tools, and familiarity with MLOps/LLMOps, cloud platforms, and structured and unstructured data; client-facing experience and coding-agent experience are beneficial.

Skills

Python
SQL
Data Engineering
Data Pipeline Development
Generative AI
Agentic AI
Machine Learning
Vector Search
Embeddings
Spark
Dbt
LangChain
MLOps
LLMOps
Terraform
Cloud Platforms

Benefits

Competitive Salary
Learning And Apprenticeship Programs
Mentorship And Coaching

Visa sponsorship

Not detected in the job text

Keywords

Data Engineering
Python
SQL
Data Pipelines
Generative AI
Agentic AI
Machine Learning
Business Intelligence
Embeddings
Vector Search
Spark
Dbt
LangChain
Databricks
Snowflake
BigQuery
PostgreSQL
Pandas
MLOps
LLMOps
CI/CD
LangSmith
Opik
Langfuse
Terraform
AWS
Azure
Google Cloud Platform
Agile
Data Quality

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