Staff Machine Learning Engineer

Summary

Join HubSpot's Signals team as a Staff Machine Learning Engineer and contribute to the development of predictive data products. Leverage your expertise in machine learning to build reliable, scalable systems and mentor other engineers. You will provide strategic direction for major projects, collaborate with cross-functional stakeholders, and ensure the privacy, bias, security, and maintainability of developed models. The ideal candidate possesses a strong track record of delivering high-impact projects and a deep understanding of various ML techniques and tools. This role requires expert-level knowledge in predictive AI and the ability to craft the right architecture for diverse ML problems. HubSpot offers a flexible work environment with opportunities for both remote work and in-person collaboration.

Requirements

• Expert understanding of a range of ML techniques (e.g., deep learning, optimization, regression, transformers, large language models, transfer learning etc.), areas (e.g. NLP, RL, classification, recommendations, etc.), and tools (sklearn, pytorch, tensorflow, etc.)
• Expert in crafting the right architecture for a variety of ML problems from business requirements often identifying where ML solution can be effective in adjacent surface areas
• Exhibit an enthusiasm for building reliable, scalable systems
• Can guide teams beyond the status quo; we need engineers who lead us beyond what we have, and towards what we can build, while building a shared notion of how to get there
• Deep expertise in the machine learning concepts behind Predictive AI (such as recommendation algorithms/systems, binary and multiclass classification, ranking and relevancy)
• Embodies our engineering team values
• Have a long track record of experience delivering high-value, high-impact, cross-team projects
• Staff MLEs are one of the most senior individual contributors at HubSpot; they are leaders that continually strive to raise the bar for the engineering organization as a whole, and are expected to help drive the product vision forward via strong collaboration skills and hands-on coding
• Wish to stay hands-on in all technical aspects while leading by example through collaborations with cross-functional and internal stakeholders
• Have a history of developing solutions to problems that have had an outsized impact on a large organization’s business goals

Responsibilities

• Develop solutions to problems that have had an outsized impact on a large organization’s business goals
• Provide strategic direction for major projects
• Regularly mentor and teach engineers in their areas of expertise
• Demonstrate pragmatic decision-making and problem-solving abilities
• Your analysis expands beyond offline and online metrics. They analyze privacy, bias, security and maintainability concerns of models developed by their team

Benefits

At HubSpot, we value both flexibility and connection. Whether you’re 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