4 дня назад
Scientist II, ML - Guided Protein Design Evaluation (AI)
147 000 - 180 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Scientist II, ML - Guided Protein Design Evaluation (AI): Designing and evaluating ML-guided protein and therapeutic antibody campaigns by connecting experimental assays, CRO workflows, and model-ready datasets with an accent on assay quality, NGS-based screening, and protein engineering. Focus on defining QC standards, reviewing biochemical and biophysical data, and closing the Design–Build–Test–Learn loop to improve protein design models.
Location: Emeryville, California, United States; hybrid with 2–3 days on-site. Applicants must have ongoing US work authorization that does not require employer sponsorship.
Salary: $147,000–$180,000 USD annually.
Company
is an AI biology lab building foundation models for life’s molecules and applying them to medicine, agriculture, and protein design.
What you will do
- Partner with ML and Protein Design leads to scope design evaluation campaigns, including targets, assays, and required readouts.
- Define assay readiness levels, controls, and QC acceptance criteria for internal workflows and CROs.
- Review biochemical, biophysical, and NGS-based data for scientific quality before inclusion in the data warehouse and model training.
- Work with Bioinformatics to define metadata schemas and data ingestion processes that keep datasets consistent, queryable, and traceable.
- Evaluate CRO platforms, assay conditions, and controls for suitability in ML-guided optimization.
- Contribute to campaign charters, benchmarking, post-campaign readouts, and cross-functional technical forums.
Requirements
- PhD in Molecular Biology, Biochemistry, Protein Engineering, Biophysics, Immunology, or a related field, or an MS with equivalent industry experience.
- At least 5 years of hands-on protein engineering and functional characterization experience.
- Direct experience with therapeutic antibody discovery and engineering, including affinity maturation, developability optimization, humanization, or format engineering.
- Strong knowledge of NGS-based screening workflows, including deep mutational scanning, amplicon sequencing, high-throughput activity screens, or antibody display library sequencing.
- Experience defining assay quality standards such as signal-to-noise, reproducibility, and plate-level controls.
- Ability to collaborate across protein chemistry, antibody biology, bioinformatics, and ML-guided design.
Nice to have
- Experience closing Design–Build–Test–Learn loops in protein design, antibody engineering, or directed evolution.
- Experience with phage, yeast, or mammalian display platforms and single-cell B-cell screening.
- Experience overseeing externally run CRO assays and evaluating vendor platforms.
- Comfort with Python, pandas, SQL, LIMS, project-management systems, and experimental data schemas.
- Experience with kinases, nucleases, recombinases, gene editing enzymes, or work at the intersection of protein engineering and ML.
Culture & Benefits
- High-growth work focused on protein design and the intersection of AI and biology.
- Competitive compensation with equity participation.
- 401(k) with a strong employer match.
- Health, dental, and vision insurance.
- Generous PTO, work-life balance, and professional development opportunities.
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