4 дня назад
Senior Staff Bioinformatics Scientist (AI-guided Protein Engineering)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Staff Bioinformatics Scientist (AI-guided Protein Engineering) (AI-guided protein engineering and genomics): Building computational tools, data foundations, and closed-loop design-build-test-learn workflows for enzyme engineering with an accent on screening data systems, AI/ML-guided protein design, and reusable analytical infrastructure. Focus on benchmarking protein design methods, connecting sequence and structure data to experimental results, and delivering scalable tools for cross-functional engineering programs.
Location: Singapore – Woodlands – NorthCoast
Company
develops next-generation sequencing and genomic technologies that support disease detection, diagnosis, and research.
What you will do
- Build reusable data foundations for protein engineering, including metadata standards, variant lineage, assay context, controls, replicates, uncertainty, and negative data.
- Develop computational workflows connecting sequence, structure, assay, and screening data to AI/ML models and enzyme design decisions.
- Benchmark internal, open-source, commercial, and emerging AI methods for protein and enzyme engineering.
- Create scripts, templates, dashboards, lightweight applications, and analysis pipelines for experimental and computational teams.
- Advance semi-closed-loop and closed-loop design-build-test-learn workflows that turn experimental results into design recommendations.
- Collaborate with experimental scientists, automation, informatics, software and data engineering, chemistry, biophysics, and platform teams.
Requirements
- Ph.D. in computational chemistry, computational biology, bioinformatics, computer science, or a related field, or equivalent experience.
- Significant experience leading computational biology, protein engineering, AI/ML, screening analytics, or scientific data infrastructure initiatives.
- Deep experience applying computational or data-driven methods to protein or enzyme engineering, directed evolution, assay analysis, or related biological design problems.
- Experience designing reproducible data structures or analytical systems for model training and cross-project learning, plus wet-lab experience with screening or biochemical assays.
- Programming experience in at least one major language, such as C/C++, Python, or R.
- Knowledge of protein sequence or structure modeling, protein-ligand interaction prediction, molecular simulations, AI/ML, statistics, and data analysis.
Nice to have
- Experience with protein language models, generative protein design, zero-shot variant scoring, supervised learning, uncertainty-aware learning, and multi-parameter optimization.
- Experience with Protein MPNN, RFdiffusion, Boltz, AlphaFold, molecular dynamics, docking, biophysical analysis, or Rosetta.
- Experience developing assay schemas, data standards, dashboards, AI agents, agentic workflows, or computational pipelines.
- Experience with PyTorch, TensorFlow, JAX, cloud or high-performance computing, GPU computing, Git, UNIX, and shell scripting.
- Knowledge of bioinformatics, genomics, proteomics, biochemistry, enzymology, molecular biology, and next-generation sequencing.
Culture & Benefits
- Collaborative, inclusive environment focused on genomics innovation and improving human health.
- Cross-functional work across global engineering programs and scientific disciplines.
- Employee Resource Groups supporting career development, cultural awareness, and social responsibility.
- Equal pay commitment and equal employment opportunity.
- Background checks may be conducted after a conditional offer, in accordance with applicable laws.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
Anthropic
8 дней назад
Regional Research Economist (AI)
195 000 - 245 000GBP
5 дней назад
Sr. Field Application Scientist, Cell Culture Automation
10 дней назад
Associate Principal Investigator / Senior Scientist (Immunochemistry)
10 дней назад
Senior Scientist (Immunochemistry)
6 дней назад
Assoc Scientist / Scientist, Flow Cytometry (Shift Work Required)
8 дней назад