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Senior Software Engineer II, MLOps, Retrieval Infra

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HubSpot

18d ago

  • Job
    Full-time
    Senior Level
  • Data
    Software Engineering
  • Dublin

AI generated summary

  • You have backend development experience, ideally with vector databases, scalable retrieval apps, and cloud infrastructure. You're excited about technical challenges and can work collaboratively to solve problems.
  • You will design scalable retrieval infrastructure, collaborate with teams for integration, innovate retrieval technologies, and ensure data security and compliance in AI systems.

Requirements

  • 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 analyse tradeoffs with empathy for the developers, yet build creative solutions.

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.

FAQs

What is the focus of the Senior Software Engineer II, MLOps, Retrieval Infra role?

This role focuses on building and maintaining scalable retrieval infrastructure for AI applications, such as Retrieval Augmented Generation and recommendation engines, within HubSpot's MLOps Group.

What technologies will I be primarily working with in this position?

In this position, you will primarily work with Java, MySQL, Hbase, AWS, DropWizard, Kafka, and Kubernetes, although understanding programming fundamentals is more important than specific technology experience.

Is experience with vector databases necessary for this role?

While specific experience with vector databases is ideal, it is not strictly necessary. The focus is on understanding retrieval applications and scalable infrastructure.

What kind of projects will I be involved in?

You will be involved in designing and developing scalable retrieval infrastructure, collaborating with AI and product engineering teams, and innovating in retrieval technologies.

Will I have the opportunity to work with AI and product engineering teams?

Yes, collaboration with AI and product engineering teams is a significant part of this role, helping to integrate retrieval infrastructure into HubSpot's product ecosystem.

What is the company's stance on data security and privacy?

The company prioritizes data security and privacy, requiring implementation of security measures, including anonymization and encryption, to manage sensitive data in retrieval systems.

Is ongoing learning and development encouraged in this role?

Yes, you will be encouraged to stay current with advancements in retrieval, databases, and AI infrastructure, applying cutting-edge solutions to enhance HubSpot's capabilities.

What is the work culture like at HubSpot?

HubSpot has a culture that empowers people to do their best work, focusing on flexibility and connection among team members, and is recognized for its award-winning culture.

Are in-person events part of the role?

Yes, if you join the Engineering team in a full-time role, you will be required to attend in-person onboarding and other events to build connections with the team.

How does HubSpot support employees with disabilities during the hiring process?

HubSpot provides accommodations and assistance for candidates with disabilities and encourages them to reach out for support during the hiring process.

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HubSpot

The easy-to-use CRM to scale your business.

Technology
Industry
1001-5000
Employees
2006
Founded Year

Mission & Purpose

HubSpot is a leading CRM platform that provides software and support to help businesses grow better. Our platform includes marketing, sales, service, and website management products that start free and scale to meet our customers’ needs at any stage of growth. Today, thousands of customers around the world use our powerful and easy-to-use tools and integrations to attract, engage, and delight customers. HubSpot was named Glassdoor’s #4 Best Place to Work in 2021, and our award-winning culture has been recognized by Great Place to Work, Comparably, Fortune, Entrepreneur, Inc., and more. We build connections, careers, and employee growth by creating a workplace that values flexibility, autonomy, and transparency. You can learn more about our commitment to creating an inclusive and diverse workplace in the HubSpot Culture Code. HubSpot is a hybrid company with employees working fully remotely, from an office, or a mix of the two. We are headquartered in Cambridge, MA with offices in Dublin, Ireland; Singapore; Sydney, Australia; Tokyo, Japan; Berlin, Germany; Paris, France; Bogotá, Colombia; Ghent, Belgium; San Francisco, CA; Portsmouth, NH; London, UK; Toronto, Canada.