--- title: 'Senior Software Developer – MLOps at Coveo' canonical: 'https://feeny.ai/job/senior-software-developer-mlops-coveo-montreal-province-of-quebec-jh30ag44ywm2' type: 'job' last_seen: '2026-09-10' --- # Senior Software Developer – MLOps at Coveo - **Company:** Coveo - **Location:** Montreal Province of Quebec, Canada - **Posted:** 2026-07-15 - **Last confirmed live:** 2026-09-10 - **Apply:** https://www.coveo.com/en/company/careers/open-positions?gh_jid=8565029002 ## Job description Build the backbone of AI at scale Want to see your work power millions of machine learning predictions every day? Join our Machine Learning Platform team and help bring models, including Large Language Models (LLMs), into production in a reliable and scalable way. You’ll contribute to a platform that trains thousands of models and serves hundreds of millions of  queries daily, while growing your expertise in distributed systems, machine learning infrastructure and agentic workflows. As a Backend Developer, you will: - Contribute to the development lifecycle, including coding, testing, and deployment - Analyze and help improve the ease of use, observability and reliability of our AI platform - Participate in maintaining services handling millions of requests and LLM calls per day - Collaborate with applied scientists, data engineers, and developers to integrate agentic applications into production - Contribute to evolving our AI platform to support the growth and scale of agentic workflows for Coveo users - Suggest improvements to existing processes and use AI coding tools to support your development workflow Here is what will qualify you for the role: - 5+ years of experience in backend development in a cloud environment (Python or Java/Spring preferred, AWS an asset) - Good understanding of distributed systems and scalable application design - Ability to solve problems and debug systems with guidance when needed - Comfortable learning new tools, technologies, and best practices What will make you stand out: - Familiarity with Terraform, AWS Bedrock, OpenSearch serverless or other vector databases, LiteLLM or other LLM inference gateways - Exposure to machine learning workflows or agentic workflows - Interest in scalable backend services, large-scale realtime systems, agentic workflows and applications or realtime inference at scale You don’t need to check every single box; passion goes a long way and we appreciate that skillsets are transferable. Send us your application, we want to hear from you! Join the Coveolife! We encourage all qualified candidates to apply regardless of, for example, age, gender, disability, gaps in CV, national or ethnic background. This job description was written by humans, assisted by AI. We may leverage technology in our hiring process to help us see the person behind the resume. Coveo is committed to providing accessible employment practices. If you require accommodation due to a disability at any point during the recruitment process, please contact HR@Coveo.com to discuss your needs. ## About Coveo ## Company Overview - **One-liner**: Coveo provides an AI-powered relevance platform that delivers AI search, recommendations, and generative experiences to personalize enterprise customer and employee interactions. - **Entity Type**: Public (TSX: CVO.TO) - **Headquarters**: Montreal, Quebec, Canada - **Founded**: 2005 - **Founders**: Laurent Simoneau, Richard Tessier, and Marc Sanfaçon ## Core Business - **Primary Industries**: Enterprise software – AI search, personalization, digital experiences (ecommerce, customer service, workplace, website) - **Target Customers**: B2B – large enterprises, global brands, organizations with large content/ product catalogs - **Mission**: “Help enterprises become business-to-person and thrive in the experience economy” by maximizing business outcomes through AI search and generative experiences [coveo.com](https://www.coveo.com/en/company/about-us) ## Products & Services - **Coveo AI‑Relevance™ Platform** (SaaS): Indexes and unifies enterprise data across systems (CRM, help desk, intranet, commerce) to deliver hyper‑personalized search, recommendations, and generative AI answers. Includes connectors for common enterprise tools, an MCP server for AI agents, and analytics to measure business impact. [coveo.com](https://www.coveo.com/en) ## Market Standing - **Valuation / Market Cap**: ~$798.6M USD (as of mid‑2025) [linkedin.com](https://www.linkedin.com/company/coveo) - **Annual Revenue**: $133.3M USD (LTM) [linkedin.com](https://www.linkedin.com/company/coveo) - **Total Funding (pre‑IPO)**: ~$572.9M USD, including rounds led by OMERS Growth Equity, Evergreen Coast Capital, BDC Venture Capital, and a recent $3.3M post‑IPO grant from SCALE AI [linkedin.com](https://www.linkedin.com/company/coveo) - **Notable Investors**: OMERS Growth Equity, Evergreen Coast Capital, BDC Venture Capital, SCALE AI, Innovation, Science and Economic Development Canada - **Growth Signals**: - 685 employees (+1.2% YoY) across 12 countries; monthly headcount trend +2.1% [linkedin.com](https://www.linkedin.com/company/coveo) - 100 active job postings; quarterly job post growth +38.9% [linkedin.com](https://www.linkedin.com/company/coveo) - Earned ISO Generative AI Competency (2025) [linkedin.com](https://www.linkedin.com/company/coveo) - Continues to expand partnerships and integrations (e.g., MCP Server for AI agents) [coveo.com](https://www.coveo.com/en) ## Competitive Advantages - **AI‑Relevance focus**: Differentiates between generic search and contextual, intent‑driven personalization at enterprise scale – “moving from persona to person” [ir.coveo.com](https://ir.coveo.com/en/company-information) - **Composable architecture**: Plugs into existing tech stacks without migration, indexing content securely across silos (CRM, knowledge bases, commerce platforms, etc.) [coveo.com](https://www.coveo.com/en) - **Proven enterprise traction**: Serves millions of users with billions of interactions for the world’s most innovative brands, providing a “trusted AI‑experience advantage” [coveo.com](https://www.coveo.com/en/company/about-us) ## Strategic Focus - Accelerating generative AI and AI agent capabilities (Coveo MCP Server, GenAI experiences) [coveo.com](https://www.coveo.com/en) - Expanding international presence (offices in US, UK, Netherlands, Australia, France, Germany, etc.) [linkedin.com](https://www.linkedin.com/company/coveo) - Deepening integrations and certifications (ISO, SCALE AI partnership) to build trust and compliance [linkedin.com](https://www.linkedin.com/company/coveo) - Growing revenue through upsells to existing enterprise customers and capturing new segments in ecommerce, service, and workplace ## Why Work Here - **Culture & Ratings**: Employer rating of 4.0/5 (346 reviews), with work‑life balance 4.0, culture 3.9, compensation 3.6 [linkedin.com](https://www.linkedin.com/company/coveo) - **Work Model**: Hybrid / remote‑friendly (operates across 12 countries; Montreal HQ; roles in Canada, US, UK, Netherlands, Australia, etc.) - **Engineering‑driven**: Technical roles account for 27% of workforce; strong engineering leadership (e.g., Director of Platform Engineering) and active research (4% headcount in Research) [linkedin.com](https://www.linkedin.com/company/coveo) - **Career Growth**: 100 open positions, quarterly job post growth +38.9%, and a culture that often creates roles for top talent (submit your profile) [coveo.com](https://www.coveo.com/en/company/careers/open-positions) - **Perks**: Montreal‑based office in a modern downtown location; emphasis on AI innovation and professional development ## Sources 1. [coveo.com - About Us](https://www.coveo.com/en/company/about-us) 2. [coveo.com - AI Relevance Platform](https://www.coveo.com/en) 3. [ir.coveo.com - Company Information](https://ir.coveo.com/en/company-information) 4. [linkedin.com - Coveo Profile](https://www.linkedin.com/company/coveo) ## Other roles at Coveo - [Senior II Revenue Operation Business Partner](https://feeny.ai/job/senior-ii-revenue-operation-business-partner-coveo-montreal-province-of-quebec-1vtnqjvgpgsw) — Montreal Province of Quebec, Canada / Quebec City Province of Quebec, Canada - [Business Value Advisor](https://feeny.ai/job/business-value-advisor-coveo-montreal-province-of-quebec-ds78c8ajbdg7) — Montreal Province of Quebec, Canada / Quebec City Province of Quebec, Canada - [Enterprise Account Executive](https://feeny.ai/job/enterprise-account-executive-coveo-london-66ws3zcare9p) — London, United Kingdom - [Senior Databricks Platform Infrastructure Developer](https://feeny.ai/job/senior-databricks-platform-infrastructure-developer-coveo-netherlands-2ks32nz4ckt0) — Netherlands - [Enterprise Sales Development Representative](https://feeny.ai/job/enterprise-sales-development-representative-coveo-montreal-province-of-quebec-88zb24eveps9) — Montreal Province of Quebec, Canada - [Senior Technical Success Enablement Manager](https://feeny.ai/job/senior-technical-success-enablement-manager-coveo-province-of-ontario-q39zq90nbhkn) — Province of Ontario, Canada / Province of Quebec, Canada - [Senior II Cloud Administrator](https://feeny.ai/job/senior-ii-cloud-administrator-coveo-canada-b2tfzngzaeae) — Canada - [Senior II Cloud Administrator](https://feeny.ai/job/senior-ii-cloud-administrator-coveo-montreal-province-of-quebec-x9jety59ybgq) — Montreal Province of Quebec, Canada / Quebec City Province of Quebec, Canada - [Security Developer, Identity and Access Management](https://feeny.ai/job/security-developer-identity-and-access-management-coveo-canada-5ksc7tpvsfsd) — Canada - [Director, Customer Marketing](https://feeny.ai/job/director-customer-marketing-coveo-united-states-east-c37dshm7r2pd) — United States (East)