Senior Software Engineer II MLOps Retrieval Infrastructure
Senior Software Engineer II MLOps Retrieval Infrastructure
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Job Description
POS23567
About the Role:
HubSpot is at the forefront of empowering businesses with cuttingedge 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 Infrastructureteam.
The ML Retrieval Infrastructure team is part of the MLOps whose goal is to provide infrastructure and tooling to Machine Learning Engineers to be able 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 lowerlevel components to power retrievalpowered 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 retrievalbased 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 HubSpots 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 cuttingedge solutions to enhance HubSpots 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 HubSpots data governance policies.
Youll 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
- Having experience in building scalable retrieval applications is desirable
- 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 gotomarket 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.
We know the confidence gapand imposter syndrome can get in the way of meeting spectacular candidates so please dont hesitate to apply wed 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.
At HubSpot we value both flexibility and connection. Whether youre a Remote employee or work from the Office we want you to start your journey here by building strong connections with your team and peers. If you are joining our Engineering team you will be required to attend a regional HubSpot office for inperson onboarding. If you join our broader Product team youll also attend other inperson events such as your Product Group Summit and other gatherings to continue building on those connections.
If you require an accommodation due to travel limitations or other reasons please inform your recruiter during the hiring process. We are committed to supporting candidates who may need alternative arrangements
Germany Applicants: (m/f/d) link to HubSpots Career Diversitypagehere.
India Applicants: link to HubSpot Indias equal opportunity policy here.
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. Were also building a company culture that empowers people to do their best work. If that sounds like something youd like to be part of wed 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. Thanks to the work of every employee globally HubSpot was named the #2 Best Place to Work on Glassdoor in 2022 and has been recognized for its awardwinning culture by Great Place to Work Comparably Fortune Entrepreneur Inc. and more.
Headquartered in Cambridge Massachusetts HubSpot was founded in 2006. Today thousands of employees across the globe work remotely and in HubSpot offices. Visit ourcareers website to learn more about the culture and opportunities at HubSpot.
By submitting your application you agree that HubSpot may collect your personal data for recruiting global organization planning and related purposes. HubSpotsPrivacy Noticeexplains what personal information we may process where we may process your personal information our purposes for processing your personal information and the rights you can exercise over HubSpots use of your personal information.
Required Experience:
Senior IC
Employment Type
Full Time
