Why join us?
Handoff is the AI agent that runs a construction company. We help remodelers automate estimating, streamline operations, and win more work - backed by real-time cost data, intuitive design, and workflows that “speak contractor.” With over 10,000 monthly active users and $6B in annualized project volume already flowing through our platform, we’re becoming the trusted partner for the people who build our homes.
We are backed by $25M+ raised from Y Combinator, Sequoia, Initialized, and Greycroft. Our team is distributed across hubs in Austin, São Paulo, and Buenos Aires, and we are deeply focused on building intuitive, high-impact solutions that make a real difference for our users.
Staff AI / ML Engineer at Handoff
As a Staff AI / ML Engineer you have a strong foundation in machine learning and the adaptability to tackle diverse challenges. As a generalist on our team, you will focus on solving real-world business problems by leveraging advanced machine learning techniques and proprietary datasets. This role requires a balance of technical expertise, a problem-solving mindset, and the ability to collaborate across teams to deliver impactful solutions.
What you'll do
- Apply traditional and modern ML techniques to build solutions that address key business challenges, such as enhancing estimate accuracy or streamlining AI agent features.
- Identify and implement the most effective ML tools and approaches, ensuring alignment with both immediate project goals and broader business needs.
- Establish evaluation frameworks to measure and improve the effectiveness of deployed models, iterating based on results to achieve reliable outcomes.
- Work closely with engineering, product, and other stakeholders to integrate ML solutions seamlessly into production, ensuring scalability, reliability, and user-centric design.
- Keep abreast of advancements in both computer vision and machine learning research, adopting promising methods to enhance our capabilities.
About You
Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field.7+ years of experience in machine learning, with a proven ability to apply techniques across domains like NLP, computer vision, and predictive analytics.Proficiency in foundational ML tools : Pandas , NumPy , OpenCV , and scikit-learn .Experience with deep learning frameworks such as TensorFlow or PyTorch .Hands-on experience with data engineering tools (e.g., SQL, Apache Airflow) for building pipelines.Knowledge of cloud platforms (AWS, GCP, or Azure) for deploying ML solutions.A team player who communicates effectively with cross-functional teams to ensure alignment and success in delivering impactful solutions.Strong analytical skills and the ability to work effectively with proprietary datasets to unlock innovative solutions.What we offer
Competitive Salary + EquityUnlimited Paid Time Off (PTO)401(k)Medical, Dental & Vision InsuranceLife & Disability InsuranceFlexible Spending Account (FSA)Dependent Care FSA (DC FSA)Relocation AllowanceTop-Notch Equipment - Choose your laptop!Team Offsites Around the World – In 2024, we gathered in Poland, Mexico, and Florida - where to next?If you’re excited about solving complex problems with AI and ML and want to be part of a team that values innovation, product impact, and technical excellence, we’d love to hear from you!