Flood Data Scientist

Menlo Park

One Concern logo
One Concern
Apply now Apply later

Posted 6 days ago

One Concern is a Palo Alto-based benevolent artificial intelligence company with a mission to save lives and livelihoods before, during, and after disasters. Founded at Stanford University, One Concern enables cities, corporations and citizens to embrace a disaster-free future, through AI-enabled technology, policy, and finance. By combining data science and natural phenomena science we are pursuing a vision for planetary-scale resilience, where everyone lives in a safe, equitable, and sustainable world.
We are looking for Data Scientist specializing in Flood modeling to join our team at One Concern. This role will work on development and improvement of machine learning models in real-time flood forecasting and hazard modeling.
We work in a highly collaborative, challenging and exciting environment. Our engineering challenges are unique, so you should be comfortable stepping in uncharted territory and excited to create systems that can scale to all disasters and geographies. If you are problem solver, think out-of-the-box, love challenging yourself, and want to work for a cause, we would love to have you at One Concern.
We are committed to a workplace that reflects the community we serve. We especially encourage women, people of color, and others who are underrepresented in the tech industry to apply.

What you will do:

  • Develop and improve machine learning models for national flood model development, (forecast, impact and vulnerability) and seek for scientific and technological improvements
  • Evaluate model predictions and quantify uncertainties between observed and predicted outcomes using statistical and GIS tools
  • Collaborate with an interdisciplinary team of software engineers and data scientists on cross-functional projects, interpreting data, and translating into actionable insights
  • Provide support on ad-hoc analysis and reports

Must-haves:

  • Ph.D. or Master’s degree in environmental engineering, civil engineering, statistics or related quantitative fields with emphasis on hazard modeling
  • 2+ year experience as tech lead in hands-on large scale national flood model development
  • Worked in companies which have build CAT (catastrophe) products
  • Strong understanding and experience in catastrophe modeling and/or hazard risk modeling
  • 5+ years of experience in programming preferably in Python
  • 2+ year experience in quantitative analytics and/or statistics
  • Ability to think out-of-the-box and strong drive to develop innovative products for our customers

Good to have:

  • Experience in lifeline (power/water availability – rare) modeling such as supply chain, vulnerability model
  • Experience in wind modeling 
  • Understanding of MySQL, Postgres, relational databases etc.

Perks and Benefits

  • Market-competitive salary plus equity
  • Comprehensive medical, dental, and vision insurance
  • Daily lunches, and a fully-stocked kitchen
  • Generous PTO policy
  • Team off-sites
  • Flexible working hours
Job tags: AI Engineering Finance Machine Learning MySQL Postgres Python