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Senior Data Scientist

Orbital InsightUnited StatesOnsite

About the job


ABOUT US


Orbital Insight, a wholly owned subsidiary of Privateer Space, Inc., leverages geospatial data and artificial intelligence to provide critical insights across a variety of sectors and applications.

In short, we help our customers know more, know better, and do better.


At the core of our offering is the TerraScope platform, which fuses disparate data sources and transforms vast quantities of information into actionable intelligence. This next-gen technology supercharges strategic decision-making and operational efficiency at every level of the defense and intelligence communities, as well as in commercial and civil applications.‍

ABOUT THE ROLE


  • Execute against initiatives on our R&D roadmap, including investigations of new approaches, architectures, and paradigms for advancing the state of the art in Data Science, Computer Vision, and Machine Learning techniques for geospatial data
  • Develop Machine Learning models and techniques to improve our core capabilities
  • Work closely with product owners and incorporate customers’ feedback into our products
  • Communicate and publish research findings in a variety of media, including internal presentations, blog posts, patents, and technical papers.
  • Report on research and other deliverables to key stakeholders across the Engineering and Product Management teams.
  • Work in a cross-functional team to incorporate new techniques and models into our platform
  • Implement methodologies and metrics for measuring and monitoring performance to continuously improve our capabilities.
  • Write proposals for new business problems that align with our company's goals


WHO WE’RE LOOKING FOR


  • A proven leader with a track record of enabling data scientists and engineers to be successful in their role, with an emphasis on technical leadership experience
  • 5+ years of demonstrable experience working with large and noisy datasets, and particular experience with datasets that have sparsity in some dimension (e.g., spatially, temporally) would be a big plus
  • Ability to communicate complex concepts and results in a readily-understood manner to a wide audience
  • Excellent coding skills and a passion for problem-solving in a fast-paced, highly entrepreneurial, and creative environment


REQUIREMENTS


  • Masters degree in a STEM field (e.g., statistics, machine learning, computer science, physics, engineering); PhD preferred
  • Must have designed, trained, and deployed Machine Learning models in production
  • Experience in Python with a solid familiarity with NumPy, SciPy, pandas strongly preferred
  • Expertise in machine learning, statistical modeling, and experiment design. A strong publication record in these areas is a huge plus.
  • Experience with git, AWS (S3, EC2, etc.), Docker
  • Expertise in working with geospatial data and/or satellite imagery would be an asset
  • Experience working with Computer Vision and Deep Learning modeling is a plus
  • Experience working with Synthetic Aperture Radar (SAR) is a plus


BENEFITS & PERKS


  • We have amazing healthcare coverage - Orbital Insight covers 100% of premiums for employees and dependents!
  • Dental and vision coverage
  • 401K program
  • Parental leave of 8 weeks (for non birthing parent) and 14 weeks (for birthing parent)
  • Self-regulated time off
  • Offices in Maui, Palo Alto, and Las Vegas
  • Options with all offers!

Don’t meet every single requirement? Studies have shown that women and people of color are less likely to apply to jobs unless they meet every single qualification. At Privateer, we are dedicated to building a diverse, inclusive, and high-performance workplace, so if you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we encourage you to apply anyway. You may be just the right candidate for this or other roles.


Life at Orbital Insight

Orbital Insight is a Geospatial Big Data company leveraging the rapidly growing availability of satellite, UAV, and other geospatial data sources, to understand and characterize socio-economic trends at global, regional, and hyper-local scales. WHO ARE WE? Backed by top tier VC's, including Sequoia Capital and Bloomberg Beta, we build products that have never existed before, and could not exist without the ongoing proliferation of rich geospatial data sources, image processing, machine learning algorithms, and inexpensive cloud computing. For our customers, from hedge funds to Fortune 500 companies to humanitarian organizations, we deliver an understanding of economic and social trends at a depth and scale they could only imagine up to now. FROM DATA TO INSIGHT AT ANY SCALE We collect data at spatial resolutions from 30 meters down to 20 centimeters and at multi-year to hourly time scales. We cultivate expertise in image processing, machine learning and rigorous statistical analysis to match our data's exponential growth. In one recent project we processed 1 trillion pixels and counted 700 million cars to generate tradeable insights into national shopping behavior. FORECASTING AND REPORTING Our Geospatial Big Data analytics platform is flexible and comprehensive. On it we can assess anything from the number of containers moving through the port of Rotterdam, to the rate of construction in China, to the number of cars in Walmart parking lots. We start with historic imagery and known economic trends, train models, and then forecast results for the current period using satellite imagery. We visualize our results for easy customer digestion and iterate with them continuously using the latest web tools. HIRING We are hiring in data science and software engineering. For job openings see orbitalinsight.com.
Thrive Here & What We Value• Diversity and Inclusion• Equal Employment Opportunity and Affirmative Action• Competitive Compensation ($160,000-$218,00ayer)• Dynamic Company Culture• Sales and Leadership Passion• Earth Understanding and Diverse Workforce• Fastpaced Environment• Innovation and State-of-the-Art Push• Professional Development Opportunities (Conferences, Technologies)• Flexible Work Arrangements
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