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AI Genomic Selection Plant Research

Plant Breeding Genetics
AI Genomic Selection Plant Research
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AI Genomic Selection Plant Research

Internship studying plant genomic selection with AI prediction of breeding value across traits. Interns work with realistic case datasets.

The focused areas below are internship topics in varied working formats. Pick one, then choose your internship type, mode… Read more

🎓 TYPE
🌐 MODE
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📚 Academic: Thesis & PPT assistance included🧪 Tech: Master the protocols hands-on📝 Research > 3 months: Publication co-authorship in a Scopus-indexed journal
🔍

Showing 1–5 of 5

Machine Learning Models for Genomic Prediction
Interns will develop and validate machine learning algorithms (Random Forest, Neural Networks, Support Vector Machines) to predict crop traits from genomic data. They will work with large-scale SNP datasets to build predictive models that assist in early selection of elite plant genotypes.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £646
R · £939
3 Months
A · £849
T · £1,038
R · £1,509
6 Months
A · £1,886
T · £2,306
R · £3,353
14 more durationsView Titles →
GWAS and QTL Mapping Analysis
Interns will conduct genome-wide association studies and quantitative trait loci mapping to identify genetic markers associated with agronomic traits. They will use bioinformatics tools to analyze genotype-phenotype relationships and develop marker panels for crop improvement.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £641
R · £932
3 Months
A · £843
T · £1,030
R · £1,498
6 Months
A · £1,872
T · £2,288
R · £3,328
14 more durationsView Titles →
Genomic Data Processing and Quality Control
Interns will manage and preprocess large genomic datasets including quality filtering, variant calling, and imputation of missing genotypes. They will develop pipelines for data standardization and validation across multiple plant breeding populations.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £612
R · £890
3 Months
A · £805
T · £984
R · £1,431
6 Months
A · £1,788
T · £2,186
R · £3,179
14 more durationsView Titles →
Phenotypic Data Integration for Digital Agriculture
Interns will integrate high-throughput phenotyping data with genomic information to create comprehensive trait databases. They will work on image analysis, sensor data processing, and developing algorithms to predict plant performance under different environmental conditions.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £596
R · £866
3 Months
A · £783
T · £957
R · £1,391
6 Months
A · £1,739
T · £2,126
R · £3,092
14 more durationsView Titles →
Genomic Selection Index Development
Interns will design and optimize genomic selection indices combining multiple traits with economic weights to enhance breeding efficiency. They will validate selection strategies through simulation studies and assess their impact on genetic gain in crop populations.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £572
R · £831
3 Months
A · £751
T · £918
R · £1,335
6 Months
A · £1,669
T · £2,040
R · £2,967
14 more durationsView Titles →