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Sr. Machine Learning Engineer Ii
hace 1 mes
**HubSpot Overview**:
HubSpot is an all-in-one marketing, sales, and service software platform that helps businesses grow and succeed. With a user-friendly interface and powerful tools, HubSpot enables businesses to attract, engage, and delight customers, ultimately driving growth and increasing revenue. From marketing automation to CRM, HubSpot offers a comprehensive solution that empowers businesses to succeed in the digital age.
**Job Summary**:
The Generative Models team is part of the AI Product Line at HubSpot and partners closely with the Generative AI Platform team to deliver the next generation of internally trained and fine-tuned Large Language Models.
**Responsibilities**:
- Design and develop machine learning models and tooling for pre-training and/or fine-tuning open source large language models.
- Experience with the modern LLM stack incl. Retrieval augmented generation, parameter efficient fine-tuning, LoRA, etc.
- Implement and deploy machine learning algorithms in a scalable and efficient manner, working closely with software engineers
- Collaborate with product managers to define and refine requirements and use cases for conversation intelligence.
- Analyze and preprocess data from a variety of sources including numeric, text and other mediums
- Conduct experiments and evaluations of machine learning models, using statistical methods and visualization tools to assess performance and identify areas for improvement
- Keep up to date with the latest research and trends in Generative AI, and contribute to the development of new algorithms and techniques
- Participate in code reviews, testing, and documentation activities, ensuring high quality and maintainability of the codebase
- Experience or interest in mentoring other team members and proactively sharing knowledge
**Requirements**:
- A degree in Computer Science, Engineering, or related fields, with a focus on machine learning, natural language processing, or speech analysis
- 5+ years of experience in developing and deploying machine learning models and algorithms, preferably in speech or text analysis domains
- Proficiency in Python programming and machine learning libraries such as TensorFlow, PyTorch, or Keras
- Experience developing language models for a variety of generative tasks incl. Text generation, summarization etc.
- Familiarity with a variety of feature engineering techniques for both text and numeric data would be great
- Experience mentoring other team members and helping to define best practices for the group
- Excellent communication and collaboration skills, with the ability to work effectively in a fast-paced, interdisciplinary team environment.
If you are passionate about leveraging machine learning to transform the way businesses interact with their customers in a collaborative work environment, come join us in HubSpot AI Group**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._
**_ Germany Applicants:_**_ (M/F/d) - link to HubSpot's Career Diversity page _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. 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. 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 award-winning 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 work across the globe in HubSpot offices and remotely. Visit our careers website to learn more about culture and opportunities at HubSpot.
