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Full-Time

Senior Data Scientist

Posted on 6/27/2024

KoBold Metals

KoBold Metals

51-200 employees

AI-driven mineral exploration for clean energy

Data & Analytics
Energy
AI & Machine Learning

Compensation Overview

$140k - $220kAnnually

Senior, Expert

Remote in USA + 1 more

More locations: Remote in Canada

Candidates must be authorized to legally work in the United States or Canada.

Category
Data Science
Data & Analytics
Required Skills
Data Science
Git
Data Structures & Algorithms
Data Analysis
Requirements
  • Python's data science packages
  • Collaborative software development (git)
  • Building, evaluating, and interpreting predictive models
  • Data from a variety of physical systems
  • Broad skills in applied statistics
  • Substantial understanding of machine learning algorithms
  • An advanced degree in physical sciences, engineering, computer science, or mathematics
  • 4 years of post-degree work experience as a data scientist or data engineer
  • Experience with creating machine learning models on geospatial data, geostatistics, image processing or computer vision, and distributed computing applications for machine learning and other computations
Responsibilities
  • Help develop KoBold’s proprietary software exploration tools
  • Find and curate geophysical, geochemical, geologic, and geographic data and integrate it into KoBold’s proprietary data system
  • Build models to make statistically valid predictions about the locations of compositional anomalies within the Earth’s crust
  • Create effective visualizations for evaluating model performance and enabling rapid interaction with the underlying data and key features
  • Develop and apply data processing, statistical, and physics-based techniques to geoscientific data
  • Present to and collaborate with external partners and stakeholders

KoBold Metals focuses on discovering new deposits of essential minerals like lithium, cobalt, copper, and nickel, which are crucial for clean energy technologies. The company employs artificial intelligence to enhance the mineral exploration process, making it more efficient and predictable. Their proprietary AI tool utilizes a concept known as Efficacy of Information (EOI) to guide data collection during exploration, helping to reduce uncertainty. KoBold invests over $60 million annually in more than 60 projects across three continents, leading extensive research and development efforts in the field. By aggregating comprehensive data about the Earth's crust's physics and chemistry, they transform mineral exploration into a scientific discipline. Unlike traditional methods, KoBold's approach allows for more accurate and efficient discovery of mineral deposits, which they then sell to clean energy companies, giving them a competitive advantage in the market.

Company Stage

Series B

Total Funding

$410.3M

Headquarters

Berkeley, California

Founded

2018

Growth & Insights
Headcount

6 month growth

13%

1 year growth

42%

2 year growth

151%
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Simplify's Take

What believers are saying

  • KoBold's backing by high-profile investors like Bill Gates and Jeff Bezos provides strong financial stability and growth potential.
  • The company's innovative use of AI and machine learning in mineral exploration positions it at the forefront of technological advancements in the industry.
  • Strategic partnerships, such as those with Midnight Sun and Rio Tinto, expand KoBold's operational footprint and collaborative opportunities.

What critics are saying

  • The high costs associated with extensive R&D and global exploration projects could strain financial resources if returns are not realized promptly.
  • Reliance on AI and machine learning technologies may face challenges related to data accuracy and algorithmic biases.

What makes KoBold Metals unique

  • KoBold Metals leverages proprietary AI tools and the Efficacy of Information (EOI) concept to make mineral exploration more efficient and predictable, setting it apart from traditional methods.
  • The company's multidisciplinary approach and extensive data aggregation on the Earth's crust provide a comprehensive understanding that enhances exploration accuracy.
  • KoBold's significant annual investment in over 60 projects across three continents demonstrates its commitment to leading the world's largest exploration R&D effort.

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