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Senior Backend Engineer (.NET & AI/ML)

87b761b2 Fd2c 46a5 8297 Bc335bcb502f 19000101 000001 · Toronto, Canada, Toronto, ON, CA, Toronto, ON; Alberta, Canada, CA; Vancouver, Canada, Vancouver, BC, CA, Vancouver, BC · Hybrid · Active · CAD 110,000–CAD 130,000 / year · ADP Workforce Now Recruiting

Job facts

FieldValue
Company87b761b2 Fd2c 46a5 8297 Bc335bcb502f 19000101 000001
TitleSenior Backend Engineer (.NET & AI/ML)
Normalized title-
Department / team-
LocationToronto, ON, Canada
Work modelHybrid / Hybrid
Employment typeFull Time
SalaryCAD 110,000–CAD 130,000 / year
Statusactive
ATS providerADP Workforce Now Recruiting
Posted / first seen2026-05-05 / 2026-05-31
Changed / last seen2026-06-06 / 2026-06-06

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Company jobsActive postings from 87b761b2 Fd2c 46a5 8297 Bc335bcb502f 19000101 000001.Open
Company breakdownsRole, location, ATS, and work model facets for this company.Open
ATS provider jobsActive postings observed through ADP Workforce Now Recruiting.Open
Provider filtered searchThe same provider as a filtered job collection.Open
City jobsActive postings in Toronto.Open
Work model jobsActive Hybrid postings.Open
Lifecycle eventsOpen, update, close, and reopen events for this posting.Open
Original postingCanonical source or apply URL captured from the ATS.Open

Linked records

Company87b761b2 Fd2c 46a5 8297 Bc335bcb502f 19000101 000001
Sourcec6c1f760-d36f-45c3-a257-243b01b56d3b
ATS providerADP Workforce Now Recruiting

Description

Senior Backend Engineer - .NET and AI/ML (Backend Systems • Distributed Architecture • gRPC Microservices • Cloud Services • AI/ML & LLM Engineering) Zonda is redefining the future of housing. We are perfectly placed in the heart of the fast-growing real estate industry. We are making big bets on the future of real-estate, trailblazing a 2030 vision for the industry. Here at Zonda, you’ll be able to use your passion and curiosity to drive the next generation of real estate analysts, advisors, and technologists. We are hiring a Senior Backend Engineer with strong .NET and AI/ML expertise to design and build scalable, high-performance backend systems and AI-powered features for NewHomeSource.com and Livabl, two of North America's largest new-home and pre-construction marketplaces. This is a dual-focus role: you will spend meaningful time on both core backend engineering (.NET, gRPC microservices, SQL Server, MongoDB, Elasticsearch, AWS, Azure) and AI/ML engineering (LLMs, RAG, vector search, MCP, ranking, personalization). You'll work across our API Gateway, gRPC microservices, Search Engine, MVC web applications, and MCP (Model Context Protocol) server to ship features that directly impact millions of homebuyers. Working hours align with the Eastern Time (EDT/EST) zone. What You'll Do Backend Engineering Design, develop, and maintain backend services, REST APIs, and gRPC microservices using .NET Framework and .NET Core / .NET 8+ in C#. Build and evolve gRPC service contracts using Protocol Buffers(.proto), including streaming, error handling, and versioning across services and API gateways. Build and optimize data layers across SQL Server, MongoDB, and Elasticsearch, including indexing, query tuning, sharding, and relevance tuning. Apply DDD, CQRS,MediatR, and Minimal API patterns; structure code into Aggregate Roots, Commands/Handlers, and endpoints consistent with our engineering conventions. Improve performanceviacaching, async patterns, distributed processing, and event-driven messaging. Build cloud integrations across AWS and Azure (compute, storage, queues, observability). Both clouds are equally important. Contribute to CI/CD pipelines, GitHub Actions workflows, automated testing, containerization (Docker), and deployment automation. Uphold code quality, observability, structured logging, and operational excellence. AI/ML Engineering Design and ship AI/ML-powered backend features such as search ranking, recommendations, personalization, and intelligent listing experiences. Build and operate RAG pipelines, vector search, embeddings stores, and LLM-powered services, integrated cleanly into our .NET ecosystem. Build, extend, and maintain our MCP (Model Context Protocol) server, including designing MCP tools, managing context windows, and exposing backend capabilities to AI agents and assistants. Integrate ML models into production via inference APIs, ranking services, gRPC endpoints, and personalization endpoints. Use GA4 / Segment event data to power behavioral signals, personalization, and ranking features. Evaluate and apply emerging AI tooling (LLM providers, agent frameworks, vector DBs) to solve real product problems. Apply AI-assisted development tools (GitHub Copilot, Copilot Coding Agent, Copilot Spaces) in day-to-day engineering. Who You Are Backend Engineering 7+ years building production backend systems with .NET Framework and .NET Core / .NET 6+. Strong expertise in REST API design, distributed systems, and microservices architecture. Hands-on experience designing and operating gRPC services in production with Protocol Buffers(.proto), including service contracts, code generation, error handling, deadlines, and inter-service communication patterns. Deep SQL Server experience: complex queries, indexing, stored procedures, and performance tuning. Hands-on production experience with MongoDB and Elasticsearch. Production experience on both AWS and Azure (compute, queues, storage, observability). Solid grasp of Git/GitHub, CI/CD, Docker, automated testing, and DevOps fundamentals. Experience with high-traffic, performance-sensitive consumer web platforms. AI/ML Engineering 2+ years of hands-on experience shipping AI/ML features into production, such as ranking, personalization, recommendations, or LLM-powered services. Strong working knowledge of LLMs, embeddings, vector databases, and RAG architectures. Hands-on experience with MCP (Model Context Protocol), including designing and configuring MCP tools, managing context windows, and integrating MCP servers into backend services. Experience integrating inference APIs and ML models into production backends. Familiarity with prompt engineering, evaluation, and guardrails for LLM-based systems. Experience with GA4 / Segment event data for personalization or ranking is a plus. Exposure to Python ML tooling (LangChain, Hugging Face, SageMaker, Vertex AI,MLflow) is a plus. Preferred Qualifications Experience with search relevance, ranking, or recommendation systems at scale, especially on Elasticsearch. Experience modernizing legacy .NET (Framework to .NET Core / .NET 8+) or migrating monoliths to gRPC-based, cloud-native architectures. Familiarity with distributed caching (Redis), event-driven systems (Kafka / SNS / Azure Service Bus), API Gateways, and CQRS/MediatR. Experience building MCP servers, AI agents, or internal AI developer tools. Real estate, marketplace, or classifieds domain experience. Tech Stack Backend:  .NET Framework, .NET Core / .NET 8+, C#, ASP.NET Minimal APIs, gRPC, Protocol Buffers,MediatR Databases:  SQL Server, MongoDB, Elasticsearch Cloud:  AWS, Azure AI/ML:  LLMs, RAG, Vector DBs, MCP (Model Context Protocol),LangChain,MLflow, Python (optional) DevOps:  GitHub, GitHub Actions, Docker, CI/CD, observability tooling Analytics:  GA4, Segment Frontend (adjacent awareness):  Next.js, React, TypeScript Why People Love Working Here We offer meaningful work and opportunities for career growth Competitive Salary 100% paid by Zonda health benefit package 100% Company paid Life Insurance coverage Paid vacation and general holidays Employee Assistance Program (EAP) Live Meditation Sessions Employee Recognition Platform Virtual Wellness Program 100% Hybrid – and always will be! Visionary Leadership Team Inclusion & Equal Opportunity Employment Zonda is proud to be an Equal Opportunity Employer committed to diversity, inclusion & belonging. Here at Zonda, we are interested in every qualified candidate who is eligible to work in Canada.

Full job record

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TitleSenior Backend Engineer (.NET & AI/ML)
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Salary Min110,000
Salary Max130,000
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First Seen At2026-05-31 18:53:55Z
Last Seen At2026-06-06 12:27:38Z
Last Checked At2026-06-06 12:27:38Z
Last Changed At2026-06-06 12:27:38Z
Inactive At—
Source Posted At2026-05-05 14:12:00Z
Source Updated At—
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    "requisitionDescription": "<div style='margin: 0px;padding: 0px;color: rgb(0, 0, 0);font-family: \"Segoe UI\", \"Segoe UI Web\", Arial, Verdana, sans-serif;font-size: 12px;font-style: normal;font-weight: 400;text-align: start;text-indent: 0px;text-transform: none;background-color: rgb(255, 255, 255);' data-pasted=\"true\"><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: center;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:21px;line-height: 29.0625px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Senior Backend Engineer - .NET and AI/ML</span></span><span style=\"margin: 0px;padding: 0px;font-size:13px;line-height: 18.6px;font-family: WordVisiCarriageReturn_MSFontService, Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\">&nbsp;<br style=\"margin: 0px;padding: 0px;\"></span><span style=\"margin: 0px;padding: 0px;font-size:13px;line-height: 18.6px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">(Backend Systems &bull; Distributed Architecture &bull; gRPC Microservices &bull; Cloud Services &bull; AI/ML &amp; LLM Engineering)</span></span></p><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: center;text-indent: 0px;\"><br></p><p style='margin-top:0in;margin-right:0in;margin-bottom:8.0pt;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;line-height:115%;background:white;' data-pasted=\"true\"><span style=\"font-size: 16px; line-height: 115%; font-family: arial, sans-serif; color: rgb(38, 35, 33);\">Zonda is redefining the future of housing. We are perfectly placed in the heart of the fast-growing real estate industry. We are making big bets on the future of real-estate, trailblazing a 2030 vision for the industry. Here at Zonda, you&rsquo;ll be able to use your passion and curiosity to drive the next generation of real estate analysts, advisors, and technologists.</span></p><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px; padding: 0px; font-size: 16px; line-height: 20.925px; font-family: arial, sans-serif;\"><span style=\"margin: 0px; padding: 0px;\">We are hiring a Senior Backend Engineer with strong .NET and AI/ML expertise to design and build scalable, high-performance backend systems and AI-powered features for NewHomeSource.com and Livabl, two of North America&#39;s largest new-home and pre-construction marketplaces.</span></span></p><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">This is a dual-focus role: you will spend meaningful time on both core backend engineering (.NET, gRPC microservices, SQL Server, MongoDB, Elasticsearch, AWS, Azure) and AI/ML engineering (LLMs, RAG, vector search, MCP, ranking, personalization). You&#39;ll work across our API Gateway, gRPC microservices, Search Engine, MVC web applications, and MCP (Model Context Protocol) server to ship features that directly impact millions of homebuyers. Working hours align with the Eastern Time (EDT/EST) zone.</span></span></p><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><strong><span style=\"font-size: 18px;\">What You&#39;ll Do</span></strong></p><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Backend Engineering</span></span></p><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Design, develop, and maintain backend services, REST APIs, and gRPC microservices using .NET Framework and .NET Core / .NET 8+ in C#.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Build and evolve gRPC service contracts using Protocol Buffers(.proto), including streaming, error handling, and versioning across services and API gateways.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Build and optimize data layers across SQL Server, MongoDB, and Elasticsearch, including indexing, query tuning, sharding, and relevance tuning.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Apply DDD, CQRS,MediatR, and Minimal API patterns; structure code into Aggregate Roots, Commands/Handlers, and endpoints consistent with our engineering conventions.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Improve performanceviacaching, async patterns, distributed processing, and event-driven messaging.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Build cloud integrations across AWS and Azure (compute, storage, queues, observability). Both clouds are equally important.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Contribute to CI/CD pipelines, GitHub Actions workflows, automated testing, containerization (Docker), and deployment automation.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Uphold code quality, observability, structured logging, and operational excellence.</span></span></li></ul><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;text-decoration: underline;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">AI/ML Engineering</span></span></p><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Design and ship AI/ML-powered backend features such as search ranking, recommendations, personalization, and intelligent listing experiences.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Build and operate RAG pipelines, vector search, embeddings stores, and LLM-powered services, integrated cleanly into our .NET ecosystem.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Build, extend, and maintain our MCP (Model Context Protocol) server, including designing MCP tools, managing context windows, and exposing backend capabilities to AI agents and assistants.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Integrate ML models into production via inference APIs, ranking services, gRPC endpoints, and personalization endpoints.</span></span></li><li style=\"margin-left: 24px;\"><span data-contrast=\"auto\" lang=\"EN-CA\" class=\"TextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span class=\"NormalTextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;\">Use GA4 / Segment event data to power behavioral signals, personalization, and ranking features.</span></span></li></ul></div><div style='margin: 0px;padding: 0px;color: rgb(0, 0, 0);font-family: \"Segoe UI\", \"Segoe UI Web\", Arial, Verdana, sans-serif;font-size: 12px;font-style: normal;font-weight: 400;text-align: start;text-indent: 0px;text-transform: none;background-color: rgb(255, 255, 255);'><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Evaluate and apply emerging AI tooling (LLM providers, agent frameworks, vector DBs) to solve real product problems.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Apply AI-assisted development tools (GitHub Copilot, Copilot Coding Agent, Copilot Spaces) in day-to-day engineering.</span></span></li></ul><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><strong><span style=\"font-size: 18px;\">Who You Are</span></strong></p><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Backend Engineering</span></span></p><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">7+ years building production backend systems with .NET Framework and .NET Core / .NET 6+.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Strong expertise in REST API design, distributed systems, and microservices architecture.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Hands-on experience designing and operating gRPC services in production with Protocol Buffers(.proto), including service contracts, code generation, error handling, deadlines, and inter-service communication patterns.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Deep SQL Server experience: complex queries, indexing, stored procedures, and performance tuning.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Hands-on production experience with MongoDB and Elasticsearch.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Production experience on both AWS and Azure (compute, queues, storage, observability).</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Solid grasp of Git/GitHub, CI/CD, Docker, automated testing, and DevOps fundamentals.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Experience with high-traffic, performance-sensitive consumer web platforms.</span></span></li></ul><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">AI/ML Engineering</span></span></p><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">2+ years of hands-on experience shipping AI/ML features into production, such as ranking, personalization, recommendations, or LLM-powered services.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Strong working knowledge of LLMs, embeddings, vector databases, and RAG architectures.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Hands-on experience with MCP (Model Context Protocol), including designing and configuring MCP tools, managing context windows, and integrating MCP servers into backend services.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Experience integrating inference APIs and ML models into production backends.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Familiarity with prompt engineering, evaluation, and guardrails for LLM-based systems.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Experience with GA4 / Segment event data for personalization or ranking is a plus.</span></span></li><li style=\"margin-left: 24px;\"><span data-contrast=\"auto\" lang=\"EN-CA\" class=\"TextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span class=\"NormalTextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;\">Exposure to Python ML tooling (LangChain, Hugging Face, SageMaker, Vertex AI,MLflow) is a plus.</span></span></li></ul></div><div style='margin: 0px;padding: 0px;color: rgb(0, 0, 0);font-family: \"Segoe UI\", \"Segoe UI Web\", Arial, Verdana, sans-serif;font-size: 12px;font-style: normal;font-weight: 400;text-align: start;text-indent: 0px;text-transform: none;background-color: rgb(255, 255, 255);'><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;text-decoration: underline;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Preferred Qualifications</span></span></p><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Experience with search relevance, ranking, or recommendation systems at scale, especially on Elasticsearch.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Experience modernizing legacy .NET (Framework to .NET Core / .NET 8+) or migrating monoliths to gRPC-based, cloud-native architectures.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Familiarity with distributed caching (Redis), event-driven systems (Kafka / SNS / Azure Service Bus), API Gateways, and CQRS/MediatR.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Experience building MCP servers, AI agents, or internal AI developer tools.</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\">Real estate, marketplace, or classifieds domain experience.</span></span></li></ul><p style=\"margin: 0px 0px 10.6667px;padding: 0px;font-weight: normal;font-style: normal;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: left;text-indent: 0px;\"><span style=\"margin: 0px;padding: 0px;font-size:16px;text-decoration: underline;line-height: 20.925px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Tech Stack</span></span></p><ul style=\"list-style-type: disc;\"><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Backend:</span></span><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\"> .NET Framework, .NET Core / .NET 8+, C#, ASP.NET Minimal APIs, gRPC, Protocol Buffers,MediatR</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Databases:</span></span><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\"> SQL Server, MongoDB, Elasticsearch</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Cloud:</span></span><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\"> AWS, Azure</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">AI/ML:</span></span><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\"> LLMs, RAG, Vector DBs, MCP (Model Context Protocol),LangChain,MLflow, Python (optional)</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">DevOps:</span></span><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\"> GitHub, GitHub Actions, Docker, CI/CD, observability tooling</span></span></li><li style=\"margin-left: 24px;\"><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span style=\"margin: 0px;padding: 0px;\">Analytics:</span></span><span style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span style=\"margin: 0px;padding: 0px;\"> GA4, Segment</span></span></li><li style=\"margin-left: 24px;\"><span data-contrast=\"auto\" lang=\"EN-CA\" class=\"TextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;font-weight: bold;\"><span class=\"NormalTextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;\">Frontend (adjacent awareness):</span></span><span data-contrast=\"auto\" lang=\"EN-CA\" class=\"TextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;font-size:15px;line-height: 18.3458px;font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\"><span class=\"NormalTextRun SCXW73222356 BCX8\" style=\"margin: 0px;padding: 0px;\"> Next.js, React, TypeScript</span></span></li></ul><p><span style=\"font-size: 16px; font-family: arial, sans-serif;\"><br></span></p><p style='margin-top:0in;margin-right:0in;margin-bottom:8.0pt;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;' data-pasted=\"true\"><span style=\"font-size: 16px; font-family: arial, sans-serif;\"><strong>Why People Love Working Here</strong></span></p><div style='margin-top:0in;margin-right:0in;margin-bottom:8.0pt;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;'><ul style=\"margin-bottom:0in;list-style-type: disc;\"><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">We offer meaningful work and opportunities for career growth</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Competitive Salary</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">100% paid by Zonda health benefit package</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">100% Company paid Life Insurance coverage</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Paid vacation and general holidays</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Employee Assistance Program (EAP)</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Live Meditation Sessions</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Employee Recognition Platform</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Virtual Wellness Program</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">100% Hybrid &ndash; and always will be!</span></li><li style=\"margin: 0in 0in 8pt; font-size: 16px; font-family: arial, sans-serif;\"><span style=\"line-height: 107%; color: black;\">Visionary Leadership Team</span></li></ul></div><p style='margin-top:0in;margin-right:0in;margin-bottom:0in;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;line-height:123%;'><span style=\"font-size: 16px; font-family: arial, sans-serif;\"><br></span></p><p style='margin-top:0in;margin-right:0in;margin-bottom:0in;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;line-height:123%;background:white;'><span style=\"font-size: 16px; font-family: arial, sans-serif;\"><br></span></p><p style='margin-top:0in;margin-right:0in;margin-bottom:0in;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;line-height:123%;'><span style=\"font-size: 16px; font-family: arial, sans-serif;\"><strong><span style=\"line-height: 123%; color: rgb(38, 35, 33);\">Inclusion &amp; Equal Opportunity Employment</span></strong></span></p><p style='margin-top:0in;margin-right:0in;margin-bottom:0in;margin-left:0in;font-size:11.0pt;font-family:\"Aptos\",sans-serif;line-height:123%;background:white;'><span style=\"font-size: 16px; line-height: 123%; font-family: arial, sans-serif; color: rgb(38, 35, 33);\">Zonda is proud to be an Equal Opportunity Employer committed to diversity, inclusion &amp; belonging. Here at Zonda, we are interested in every qualified candidate who is eligible to work in Canada.</span></p></div>\n",
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        },
        "nameCode": {
          "shortName": "Vancouver, Canada, Vancouver, BC, CA"
        },
        "aliasNames": []
      }
    ],
    "screeningRequirements": [],
    "sponsoredVisaTypeCodes": []
  },
  "detail_meta": {
    "url": "https://workforcenow.adp.com/mascsr/default/careercenter/public/events/staffing/v1/job-requisitions/595628?cid=87b761b2-fd2c-46a5-8297-bc335bcb502f&ccId=19000101_000001&lang=en_US&locale=en_US",
    "http_status": 200,
    "content_type": "application/json;charset=UTF-8",
    "response_bytes": 37150
  },
  "detail_errors": []
}
Get this page with API

Rendered from the bluedoor Job Postings API. Reproduce it:

GET https://api.bluedoor.sh/job-postings/v1/jobs/4e1c77c7d82b328ad90b4ca2c84774f6aec1d2ff?include=descriptionJSON
GET https://api.bluedoor.sh/job-postings/v1/orgs/0403b2d7-4126-4b2d-86e9-aaaa717498baJSON
GET https://api.bluedoor.sh/job-postings/v1/sources/c6c1f760-d36f-45c3-a257-243b01b56d3bJSON
GET https://api.bluedoor.sh/job-postings/v1/jobs/4e1c77c7d82b328ad90b4ca2c84774f6aec1d2ff/eventsJSON

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