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) must be met by the beginning of the employment. Other requirements are a good computational background (basic knowledge of R, Python or Bash programming languages) as well as experience in analysing
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. Demonstrated experience in machine learning–based image analysis / computer vision, preferably using microscopy data Strong programming skills in Python Additional background in AI and machine learning
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laboratory work Knowledge of forest and marsh plants Proficiency in R, Python, or a similar programming language Experience in driving a van and trailer Ability to communicate and perform work tasks in Finnish
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of English language. Programming skills and/or experience with statistical software (especially R and Python) and remote sensing of the environment are considered an advantage, as is previous experience in
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to publications Who we are looking for Requirements -Experience with single‑cell RNA‑seq analysis (Seurat, Scanpy, or similar tools) -Strong programming skills in R and/or Python -Ability to work independently and
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skills (e.g., R, Python). The ability to communicate in English is also required. Previous experience in research work, applying different measurement methods, and laboratory work, knowledge of forest and