Did you know that lumber prices are outperforming Bitcoin?
Did you know that the construction industry spends $1.4T on materials annually yet all of that spend takes place offline?
Did you know that the best available data source for tracking construction prices is a physical catalogue that's been published annually since 1945?
1build translates building blueprints into shopping lists of construction materials that can be purchased from local suppliers. Over the last 9 months, we've grown 13x in revenue and facilitated $1B+ in construction spend.
Our leadership team have backgrounds at Tesla, Uber, Bechtel, and CloudKitchens. You will be a key part of 1build’s growth strategy and will be responsible for working at both strategic and tactical levels to help grow the company quickly and effectively.
1build was recently featured on The Hustle, learn more about us here: Link
As a member of the Data Science team at 1build, you will:
Help us to build 1build’s first-class machine learning platform from the ground up which helps manage the entire model lifecycle: feature engineering, model training/evaluation, versioning, deployment/online serving, and monitoring prediction quality.
Help us to deliver the most accurate real-time pricing data for construction materials to our customers by applying principles of machine learning.
Formulate and test hypothesis; design, develop and apply statistics, modeling, optimization, and machine learning techniques to create scalable solutions for predictive learning, personalization, content ranking, and recommendation
Model training with batch and real-time prediction scenarios: Use machine learning and statistical modeling techniques such as Decision Trees, Logistic Regression, Bayesian Analysis, Neural Networks, and others to develop and evaluate algorithms to improve product/system performance, quality, and accuracy.
Inspire growth of your team’s skills and abilities multiplying their impact
Closely working with 1build Platform Engineering team on deployment, monitoring, management concerns
Thrive in a self-directed environment with full ownership to design features from scratch and the accountability that comes along
Write test fits (1build’s documentation framework) for future work and document past work
What you bring to 1build:
You have 5+ years of hands-on experience developing machine learning models at scale from inception to business impact
You have experience with systems software implementation of new algorithms and data engineering/analysis in Python and/or Scala and/or Golang, or you have research experience in at least three of the following research areas: Algorithms, Artificial Intelligence, Data Mining, Distributed Systems, Machine Learning, Natural Language Processing, Statistics, Personalization, Recommender Systems, Information Retrieval
You’re comfortable with Python, and have experience with machine learning and NLP tools and libraries such as scikit-learn, PyTorch, TensorFlow, Keras, spaCy, HuggingFace, Gensim, etc
You’re experienced with real-time scoring/evaluation of models with low latency constraints
You have experience in building end-to-end ML pipelines and deploying models to production
You can work with large-scale computing frameworks, data analysis systems, and modeling environments. Examples include technologies like Spark, Hive, NoSQL stores, etc
You have a quantitative background in computer science, statistics, math, or related disciplines
You’re self-driven with the ability to work in a self-guided manner
What we offer:
100% medical, dental, and vision coverage (option to buy up in coverage)
Life insurance and long-term disability covered at no cost to you
Join a fully remote team. Want to work from an office? We’ll cover the cost of a co-working space.
Flexible working hours and unlimited time off, in addition to 10 standard US Federal holidays.
Free lunches on Tuesdays! Grab a virtual lunch with the team after our weekly all-hands.
Set up your office and maximize productivity - on us! Everyone receives $500 to design their office.
Did someone say Macbooks for all? Yep!
Fun and inclusive digital, and in-person events! We like to have fun, and we hope you do too!
1build is an Equal Opportunity Employer. 1build is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. 1build is committed to creating an inclusive, safe work environment for all employees. All employment decisions at 1build are based on business needs, job requirements, and individual qualifications, without regard to race, color, sex, sexual orientation, gender identity, religion or belief, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. 1build will not tolerate discrimination or harassment based on any of these characteristics. 1build encourages applicants of all ages. 1build also participates in E-Verify.
