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Software Engineer - Agentic data pipelines

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Software Engineer - Agentic data pipelines in USA

  • Iambic Therapeutics, Inc
  • Full time
  • Email
  • Remote

Responsibilities

  • Build and maintain agentic systems that acquire, clean, normalize, format, quality-control, and version biomedical datasets from heterogeneous sources.
  • Develop LLM-based pipelines whose generated code and test suites enable reproducible dataset creation.
  • Implement automated quality-control workflows to detect anomalies, flag inconsistencies, and enforce data standards.
  • Evaluate agent architectures, prompting strategies, tool definitions, 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 and maintain distributed production data pipelines, diagnose failures, and improve robustness.
  • Document data provenance, processing decisions, and quality metrics for reproducibility and auditing.
  • Operate agents securely using sandboxed execution, least-privilege credentials, restricted network access, and audit logging.

Requirements

  • A 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 and maintaining 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.
  • Understanding of data engineering fundamentals including ETL design, data validation, and structured and unstructured data at scale.
  • Hands-on experience with Python testing frameworks, including pytest fixtures or parametrization.
  • Preferred experience with agent orchestration frameworks and evaluation harnesses for LLM-generated code.
  • Preferred familiarity with AWS, Docker, or Kubernetes and workflow orchestration.
  • Preferred knowledge of multimodal biomedical data, large-scale ML dataset construction or curation, and agent security practices such as sandboxing, scoped credentials, and prompt injection mitigation.

Benefits

  • Company-paid healthcare, flexible spending accounts, voluntary life insurance, 401(k) matching, and uncapped vacation.
  • Work at Iambic’s state-of-the-art San Diego facility with an onsite gym and dining.
  • The role offers an opportunity to work on a longer-term natural-language orchestrator for drug discovery and data analysis workflows.

Salary: $110k - $162k/yr

Iambic Therapeutics, Inc

Iambic is a clinical-stage life sciences & technology company developing novel medicines using its AI-driven platform. Based in San Diego and founded in 2020, Iambic has assembled a world-class team that unites pioneering AI experts and experienced drug hunters. The Iambic platform has demonstrat...

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