Industrial Postdoc Researcher

KraviAnalytics; Lunds kommun; Hybrid; SEK 420,000 - 540,000; Full time

Job summary

Kravi Analytics is seeking an Industrial Postdoc Researcher to bridge academic research and industry, leading research on satellite-based measurements and the development of hybrid mathematical–AI models. The role involves collaboration with engineering teams to translate findings into operational tools and supervising Master’s students at the Lund remote site.

The successful candidate will address data quality, fusion of multi-source observations, and numerical methods for large-scale ocean

Qualifications

• PhD in Mathematics or Physics required.
• Strong background in PDEs, Numerical Algorithms, Functional / Harmonic Analysis or Theoretical Physics.
• Proven experience in Python for scientific computing.

Responsibilities

• Conduct independent and collaborative research in applied mathematics, computational modeling, and ML.
• Develop algorithms with a focus on satellite data fusion and multi-source integration.
• Supervise Master's students.

Skills

Python for scientific computing

Interdisciplinary collaboration

Education

PhD in Mathematics or Physics

Tools

C++

GPU acceleration

High-performance computing

Job description

Industrial Postdoc Researcher

Remote / Lund Full-time

Position Overview

This Industrial Postdoctoral Position Offers a Unique Opportunity To Bridge Academic Research And Industry Innovation. The Successful Candidate Will Lead Research On Satellite-based Measurements, Focusing On:

• Data quality assessment and fusion of multi-source satellite observations


• Development and validation of hybrid mathematical–AI models


• Integration of advanced numerical and analytical methods for large-scale ocean data interpretation

Your work will directly influence the design of next-generation surveillance systems, contributing to both scientific advancement and real-world operational capability.

Key Responsibilities

• Conduct independent and collaborative research in applied mathematics, computational modeling, and ML


• Develop algorithms with a focus on satellite data fusion and multi-source integration


• Supervise Master's students


• Collaborate with engineering teams to translate research outcomes into operational tools

Qualifications

• PhD in Mathematics or Physics


• Strong background in Partial Differential Equations, Numerical Algorithms, Functional / Harmonic Analysis or Theoretical Physics


• Proven experience in Python for scientific computing


• Familiarity with C++, GPU acceleration, or high-performance computing is an advantage


• Ability to work both independently and within interdisciplinary teams

Security & Citizenship Requirements

• Eligibility for national security clearance in Sweden or Denmark


• Swedish or Danish citizenship

Applicants who do not meet these criteria unfortunately cannot be considered for this position.

KRAVI ANALYTICS

Revolutionizing ocean surveillance with advanced satellite technology and cutting-edge AI analytics

Company

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Contact

[e-mail]

KraviAnalytics, Scheelevägen 15M, IDEON Science, Lund

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