3 часа назад
Software Engineer (AI)
110 000 - 138 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Software Engineer (AI/Python): Building agentic systems that acquire, clean, validate, and curate biomedical datasets for the Enchant multimodal transformer model with an accent on LLM-based automation, reproducibility, and data quality. Focus on designing trustworthy agent-generated pipelines, operating distributed production workflows, and applying sandboxing, scoped credentials, and auditability to AI-driven data engineering.
Location: Remote - US
Compensation: Sr Associate Software Engineer: $110K–$138K; Software Engineer I: $130K–$162K.
Company
Therapeutics is a clinical-stage life-science and technology company developing medicines through an AI-driven drug discovery and development platform.
What you will do
- Design and maintain agentic systems that convert biomedical data sources into reviewed, versioned, reproducible datasets.
- Build LLM-based pipelines for cleaning, normalization, formatting, and quality control across molecular, genomic, clinical, and literature data.
- Evaluate agent architectures, prompting strategies, tools, validation loops, and evaluation harnesses to improve reliability and throughput.
- Collaborate with ML scientists to translate Enchant data requirements into scalable acquisition and processing systems.
- Monitor distributed production pipelines, diagnose failures, and improve operational robustness.
- Document data provenance, processing decisions, quality metrics, and security controls, including sandboxed execution and audit logging.
Requirements
- Master’s degree in a computational STEM field, or a bachelor’s degree with at least 2 years of industry experience.
- Strong Python engineering skills and experience building production-quality software.
- Hands-on experience with LLM APIs such as Claude or GPT and agentic patterns including tool use, orchestration, and multi-step reasoning.
- Familiarity with biomedical or chemical data sources and formats such as PDB, UniProt, ChEMBL, SDF/MOL, or FASTA.
- Knowledge of ETL design, data validation, and structured and unstructured data processing at scale.
- Hands-on experience with Python testing frameworks, including pytest fixtures and parametrization.
Nice to have
- Experience with agent orchestration frameworks and evaluation harnesses for LLM-generated code.
- Familiarity with AWS, Docker, Kubernetes, and workflow orchestration.
- Knowledge of multimodal biomedical data, large-scale dataset construction, or ML training data curation.
- Experience with agent security practices such as sandboxing, scoped credentials, and protection against prompt injection.
Culture & Benefits
- Inclusive environment focused on diversity and collaboration across AI and drug discovery expertise.
- Company-paid healthcare, flexible spending accounts, voluntary life insurance, and 401(k) matching.
- Uncapped vacation.
- Access to an onsite gym and dining facilities at the San Diego facility.
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