InstaDeep

www.instadeep.com

1 Job

428 Employees

About the Company

InstaDeep is a pioneer in decision-making AI, driven by the belief that AI can help everyone. We work with businesses and communities to help them realise the benefits of the latest in AI technology.

We excel in applying Machine Learning, and, in particular, Reinforcement Learning – systems learn to excel at tasks through experience – across industry sectors, including logistics, biotech, electronics design, and beyond, empowering businesses to harness AI to tackle their most complex challenges.

At InstaDeep, human values are at the heart of what we do. We combine technical expertise with a commitment to knowledge sharing, democratising AI for a more inclusive future and nurturing young talent so they can participate in the global AI discussion.

Our impact and global footprint expanded significantly in 2023 when InstaDeep became part of the BioNTech Group, which shares our innovative culture and a common vision to leverage AI for good.

Listed Jobs

Company Name: InstaDeep
Job Title: AI & Genomics Intern
Job Description: **Job title** AI & Genomics Intern **Role Summary** Execute an applied research project merging machine learning with genomics. Build and evaluate pipelines that ingest, clean, and model genomic and phenotypic data to benchmark predictive performance and support variant interpretation. **Expectations** * 6‑month internship with deliverables: reproducible data pipelines, model benchmarks, technical report, and presentation. * Self‑motivated, ability to work autonomously while communicating results clearly. **Key Responsibilities** 1. Design and implement a reproducible pipeline for genomic data ingestion, cleaning, and QC. 2. Collect, organize, and document datasets from public or internal sources. 3. Benchmark ML and DL models (JAX, PyTorch) on integrated multi‑modal features (genomic variants, phenotypes, metadata). 4. Evaluate model performance, interpretability, and generalization across datasets. 5. Produce clean code (Git), tests, and comprehensive documentation. 6. Deliver technical report and final presentation. **Required Skills** * Strong Python programming (pandas, NumPy, scikit‑learn). * Practical experience with JAX and PyTorch. * Understanding of genomics databases and large biological datasets. * Familiarity with FASTQ/BAM/VCF formats, SNPs, haplotypes. * Good coding practices (Git, testing). **Preferred Qualifications** * Bioinformatics tools: samtools, bcftools. * Workflow frameworks: Snakemake, Nextflow. * Statistical genetics (GWAS, mixed models, GBLUP). * Experience with multi‑modal biological datasets. **Required Education & Certifications** * Bachelor’s or Master’s degree in Computer Science, Bioinformatics, Genetics, or related field, or equivalent professional experience. ---