[15h Left] Senior Software Engineer II, MLOps, Retrieval Infra
3 days ago
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Senior Software Engineer II, MLOps, Retrieval Infra
Dublin, Ireland
POS-23567
About the Role:
HubSpot is at the forefront of empowering businesses with cutting-edge AI, and our MLOps Group is at the heart of this initiative. We are seeking a Senior Software Engineer with a passion for machine learning operations and data engineering to join our ML Retrieval Infra team.
The ML Retrieval Infra team is part of the MLOps whose goal is to provide infrastructure and tooling to Machine Learning Engineers to excel in their work while also accelerating HubSpot Product & Engineering teams to adopt AI throughout the HubSpot product suite.
Specifically, the ML Retrieval Infra team owns the lower-level components to power retrieval-powered AI applications like RAG (Retrieval Augment Generation) or recommendation use cases. Some of those components include a VectorDB and the layers on top of it.
Responsibilities:
Design & Develop Scalable Retrieval Infrastructure:
- Build and maintain the infrastructure powering retrieval-based AI features like Retrieval Augmented Generation and recommendation engines.
- Ensure the vector search engine is scalable, reliable, and easy to maintain by enhancing deployment, monitoring, and fault tolerance.
- Develop monitoring solutions to maintain the health and performance of the retrieval infrastructure.
Collaborate with AI and Product Engineering Teams:
- Partner with machine learning and product engineering teams to integrate retrieval infrastructure into HubSpot’s product ecosystem.
- Provide tooling and support to accelerate AI adoption and scaling across products.
Innovate in Retrieval Technologies:
- Stay current with advancements in retrieval, databases, and AI infrastructure, applying cutting-edge solutions to enhance HubSpot’s AI capabilities.
- Experiment with new retrieval strategies, AI model integration, and distributed systems to improve AI applications.
Ensure Data Security, Privacy, and Compliance:
- Implement security and compliance measures, including anonymization and encryption, to manage sensitive data in retrieval systems.
- Work with compliance teams to align retrieval infrastructure with HubSpot’s data governance policies.
You'll be a fit if:
- You have backend development experience. We work with Java, MySQL, Hbase, AWS, DropWizard, Kafka and Kubernetes primarily, but experience with specific technologies is secondary to understanding programming fundamentals.
- Ideally, you have experience managing or working closely with a vector database.
- Have experience in building scalable retrieval applications.
- You are excited about current developments and the future of the retrieval space.
- Have worked with cloud infrastructure.
- You not only get excited about big, technical challenges but also about being very close to the business and our go-to-market strategies.
- Take ownership, work collaboratively, and figure things out.
- Someone who has shown that they can solve complicated technical problems and analyze tradeoffs with empathy for the developers, yet build creative solutions.
We know the confidence gap and imposter syndrome can get in the way of meeting spectacular candidates, so please don’t hesitate to apply — we’d love to hear from you.
If you need accommodations or assistance due to a disability, please reach out to us using this form. This information will be treated as confidential and used only for the purpose of determining an appropriate accommodation for the interview process.
About HubSpot
HubSpot (NYSE: HUBS) is a leading customer relationship management (CRM) platform that provides software and support to help businesses grow better. We build marketing, sales, service, and website management products that start free and scale to meet our customers’ needs at any stage of growth. We’re also building a company culture that empowers people to do their best work. If that sounds like something you’d like to be part of, we’d love to hear from you.
You can find out more about our company culture in the HubSpot Culture Code, which has more than 5M views, and learn about our commitment to creating a diverse and inclusive workplace, too.
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