Define expert reasoning for peptide discovery and write gold-standard answers with defended rationale.
Curate datasets from real programs and build Python analysis pipelines that produce verifiable ground truth.
Test and challenge AI agents' reasoning, scoring confidence and pinpointing where they go wrong.
Latch builds rigorous scientific benchmarks for AI agents across biology, working with frontier labs and pharma to measure real biological workflows. It's a transparent startup that uses AI constantly and rewards original expert judgment.
Set the scientific ground truth for TxBench, building file-based tasks and datasets across therapeutic antibody development workflows.
Test whether AI agents can distinguish real quality-attribute failures from analytical artifacts across CMC, PK, immunogenicity, and safety.
Interrogate agent reasoning step by step, score confidence, and make expert go/no-go calls that hold agents to development-review standards.
Latch builds rigorous scientific benchmarks for AI agents across biology, working with frontier labs and pharma. The culture is radically transparent, AI-driven, and rewards original expert judgment, with regular team outings and a preference for onsite collaboration.
Serve as the scientific authority on ground truth for AI agents in neuroscience, testing expert-level reasoning across all system levels.
Build benchmark tasks and datasets for normal function and disease, curating multi-modal data and writing gold-standard expert answers.
Set hard calls on contested claims and interrogate agent reasoning, challenging fluent but unsound conclusions.
Latch builds rigorous scientific benchmarks for AI agents across biology, working with frontier labs and pharma to test whether agents can handle real biological workflows. The culture is radically transparent, opinionated but respectful, with structured autonomy, regular outings, and a preference for onsite work in SF.
Design and deploy AI/ML models, including graph neural networks, transformers, generative models, and Bayesian optimization for molecular property prediction and design.
Apply computational chemistry methodologies such as molecular dynamics, quantum mechanical calculations, and structure-based modeling to support drug discovery.
Collaborate with multidisciplinary teams to deploy scalable workflows in cloud and high-performance computing environments.
Marlabs is a global AI and digital solutions consulting firm delivering intelligent solutions across AI, data, analytics, and product engineering. Since 2000, we have partnered with large organizations worldwide, fostering an innovative team culture.
Conduct rigorous clinical research and program evaluation for tools and trainings used across Spring Health's psychologist and psychiatrist network.
Manage clinical study operations, including project plans, timelines, budgets, IRB submissions, and cross-functional coordination.
Translate real-world clinical data into actionable insights and publish novel academic research to advance mental health outcomes.
Spring Health is a global mental health company building an AI-native platform to eliminate barriers to mental health, delivering personalized support across coaching, therapy, medication management, and specialty care. The company reaches more than 170 million people through employers and health plans, and is committed to a culture where every team member uses AI tools thoughtfully to expand the reach, quality, and humanity of care.