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Data Scientist

2 months ago

London, Greater London, United Kingdom Builder Full time
About Builder

We're a pioneering company on a mission to revolutionize app building, making it accessible to everyone, regardless of background or technical expertise. With a strong focus on innovation, we've helped thousands of entrepreneurs, small businesses, and global brands achieve their software goals. Our team has grown to over 800 people worldwide, and our recent $250m Series D funding has solidified our position as a leader in the industry.

Life at Builder

We foster a culture of experimentation and collaboration, where every role has unlimited opportunities to learn, progress, and challenge the status quo. Our global team is diverse, talented, and united by our shared belief in Builder's HEARTT values: Heart, Entrepreneurship, Accountability, Respect, Trust, and Transparency. We offer a range of great perks, including hybrid working, a variable annual bonus, employee stock options, generous paid leave, and trips abroad.

Why We Need This Role

Our data scientists will be part of the Intelligent Systems team based in London, working closely with global product and engineering teams. This team is at the forefront of driving innovation through cutting-edge data science, machine learning, and generative AI technologies. As a crucial part of our organization, this team is poised for substantial growth in the coming year and beyond.

Our team is responsible for spearheading a wide range of existing use cases, driving Builder's Code Generation effort, taking ownership of our proprietary knowledge graph, and leveraging advanced data analysis to derive valuable insights and make data-driven decisions. Key problems include:

  • Utilizing generative AI for code generation and automating software assembly.
  • Harnessing our proprietary knowledge graph to optimize the customer journey.
  • Advancing internal text-to-image generation capabilities tailored to customer-specific content.
  • Employing historical data to forecast software project price and timeline.
  • Optimizing developer workforce allocation to align with customer demand and business metrics.
  • Analyzing dependency structures and identifying bottlenecks in the software development life cycle.
  • Automating quality assurance processes and cloud resource allocation in software development.

Requirements

We're looking for a highly skilled data scientist with a PhD or advanced Masters in Statistics, Computer Science, Machine Learning & AI, Mathematics, or Physics. You should have hands-on experience in at least three of the following areas: Generative AI, Supervised and Unsupervised Learning, Deep Learning, Computer Vision, Recommendation Systems, Knowledge Graphs, Probabilistic Inference, Bayesian Statistics, Reinforcement Learning. Strong industry experience, proficiency in Python programming, and expertise in GIT and the data science Python stack are also essential. Experience with real-world data querying, manipulation, and feature engineering, as well as familiarity with cloud technologies, are highly desirable.

Desired Skills

We're looking for someone with excellent communication skills, experience in a consumer-oriented, product-focused, or eCommerce business, and a strong academic research background with a proven track record of accomplishments. Knowledge of graph databases and proficiency in Cypher query language, familiarity with vector databases and expertise in Retrieval Augmented Generation (RAG), and hands-on experience in self-hosting and fine-tuning of open source Generative AI models are highly desirable. Ability to propose innovative and tailored solutions to non-standard machine learning problems and a track record of industry recognition are also highly valued.

Benefits

We offer an attractive quarterly OKR bonus plan or commission scheme dependant on your role, stock options in a $450 million funded Series D scale-up company, 24 days annual leave + bank holidays, 2 x Builder family days each year, time off between Christmas and New Year, generous Referral Bonus scheme, pension contributions, private Medical Insurance provided by AXA, private Dental Insurance provided by Bupa, and access to our Perkbox.