Full-Time

Research Engineer

Geospatial AI

Posted on 9/25/2024

DeepMind

DeepMind

1,001-5,000 employees

Develops artificial general intelligence systems

AI & Machine Learning
Biotechnology

Mid, Senior

London, UK

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
Computer Vision
Requirements
  • BSc, MSc or PhD/DPhil degree in computer science, mathematics, applied stats, machine learning or similar experience working in industry
  • Proven knowledge and experience of Python or C++
  • Knowledge of machine learning and statistics
  • Knowledge of algorithm design
  • Proven experience with ML frameworks (e.g. JAX) is highly desirable
  • Background in ecology, earth science, biogeochemistry, earth observation, or related fields is highly desirable
  • Proven experience with large multimodal model training is highly desirable
  • Proven experience working in industry, working on projects from proof-of-concept through to implementation is highly desirable.
  • A good understanding of computer vision research literature and models is highly desirable.
  • A passion for AI
  • Great communication skills and strong interpersonal skills
Responsibilities
  • You'll be developing the next frontier of models for geospatial understanding.
  • Your work will include the implementation of production ready systems, and experimentation / hypothesis testing to evaluate improvements and new opportunities.
  • You will be part of a tight knit team with a short path to impact for major sustainability initiatives and user facing interfaces.
  • Your job responsibilities will shift with the team as phases of the project develop, from prototypes to engineering milestones to production.
  • Your role will require problem solving and novel research in one of the most challenging data domains.

This company leads in the field of artificial general intelligence (AGI), with notable applications across healthcare, energy management, and biotechnology. Their work in early diagnostic tools for eye diseases, optimizing energy usage in major data centers, and groundbreaking contributions to protein structure prediction underlines their commitment to harnessing AI for diverse practical applications. The company's dedication to pushing the boundaries of AI technology not only propels the industry forward but also creates a dynamic and impactful working environment for its employees.

Company Stage

Acquired

Total Funding

$4.9M

Headquarters

London, United Kingdom

Founded

2010

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Simplify's Take

What believers are saying

  • AI-driven drug discovery collaborations with Eli Lilly and Novartis boost DeepMind's healthcare impact.
  • AlphaCode 2 showcases AI's potential in competitive programming and problem-solving.
  • Lyria model transforms music creation, offering new possibilities for artists.

What critics are saying

  • Emerging AI models beyond Transformers may challenge DeepMind's current algorithms.
  • Backlash against Google's Gemini AI highlights reputational risks for AI models.
  • Increased scrutiny on AI-generated content could impact DeepMind's applications.

What makes DeepMind unique

  • DeepMind combines AI, ML, and neuroscience for general-purpose learning algorithms.
  • DeepMind's AlphaFold model advances protein structure prediction for scientific discoveries.
  • GraphCast by DeepMind offers rapid, accurate ten-day weather forecasts.

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