About the role The Staff Forward Deployed Solutions Engineer will work directly within a business domain (e.g., Commercial, Clinical Operations, Lab Operations, Sales & Marketing, Customer Experience etc.). In your role, you’ll find opportunities for enhancing efficiency and productivity by looking for workflows which can be executed 10–100x faster or more often than a human team could using AI agents, integrations and other patterns. You will build, deploy, and run them in production. You report into the central AI & Automation team, partner directly with domain leadership on priorities, and bring patterns back so the whole company compounds. Find the leverage in your domain Map the workflows in your domain — the ones running today, and the ones that don’t exist yet because they weren’t feasible without agents or automation tools. Identify the step-change opportunities: where AI, ML, or automation unlock throughput, coverage, or speed. Build the business case, quantify projected impact, and align with domain leadership on priorities. Design the future-state workflow Map structured and unstructured data flows across the systems involved (CRM, ERP, ticketing, document stores, internal tools, external SaaS). Define the target workflow: what the agent does, what the human does, and where they hand off. Figure out what context the agent or model needs to do the work well — and how to get it there reliably (retrieval, grounding, tool access, memory). Design human-in-the-loop checkpoints so review adds value without becoming the bottleneck. Build and connect the systems Stand up agents and automation pipelines using the organization’s approved AI platforms and frameworks. Connect agents to business systems — via MCP servers, APIs, webhooks, CLIs, and skills — within the guardrails set by IT and security. Configure tools, prompts, context, and retrieval pipelines so agents perform reliably on real work, not just in demos. Handle integration gnarliness:
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About Formation Bio Formation Bio is a tech and AI driven pharma company differentiated by radically more efficient drug development. Advancements in AI and drug discovery are creating more candidate drugs than the industry can progress because of the high cost and time of clinical trials. Recognizing that this development bottleneck may ultimately limit the number of new medicines that can reach patients, Formation Bio, founded in 2016 as TrialSpark Inc., has built technology platforms, processes, and capabilities to accelerate all aspects of drug development and clinical trials. Formation Bio partners, acquires, or in-licenses drugs from pharma companies, research organizations, and biotechs to develop programs past clinical proof of concept and beyond, ultimately helping to bring new medicines to patients. The company is backed by investors across pharma and tech, including a16z, Sequoia, Sanofi, Thrive Capital, John Doerr, Spark Capital, SV Angel Growth, and others. You can read more at the following links: Our Vision for AI in Pharma Our Current Drug Portfolio Our Technology & Platform At Formation Bio, our values are the driving force behind our mission to revolutionize the pharma industry. Every team and individual at the company shares these same values, and every team and individual plays a key part in our mission to bring new treatments to patients faster and more efficiently. Why This Role Matters People are the single most important thing we have to get right to succeed as a company. Every hire we make either accelerates or slows down our mission to get critical medicines to patients faster. We hold an extremely high bar and run a rigorous process. Every person you bring in should be capable of outsized impact: someone who raises the level of the team around them, ships things that would not have happened without them, and moves the company forward in a way that is disproportionate to a single headcount. About the Role As Lead Tech
About Formation Bio Formation Bio is a tech and AI driven pharma company differentiated by radically more efficient drug development. Advancements in AI and drug discovery are creating more candidate drugs than the industry can progress because of the high cost and time of clinical trials. Recognizing that this development bottleneck may ultimately limit the number of new medicines that can reach patients, Formation Bio, founded in 2016 as TrialSpark Inc., has built technology platforms, processes, and capabilities to accelerate all aspects of drug development and clinical trials. Formation Bio partners, acquires, or in-licenses drugs from pharma companies, research organizations, and biotechs to develop programs past clinical proof of concept and beyond, ultimately helping to bring new medicines to patients. The company is backed by investors across pharma and tech, including a16z, Sequoia, Sanofi, Thrive Capital, John Doerr, Spark Capital, SV Angel Growth, and others. You can read more at the following links: Our Vision for AI in Pharma Our Current Drug Portfolio Our Technology & Platform At Formation Bio, our values are the driving force behind our mission to revolutionize the pharma industry. Every team and individual at the company shares these same values, and every team and individual plays a key part in our mission to bring new treatments to patients faster and more efficiently. About the Position The Associate Director, GMP Quality Assurance is responsible for ensuring that all GMP-regulated activities, including manufacturing, testing, packaging, labeling, storage, and distribution of Formation Bio's portfolio are executed in compliance with regulatory requirements, industry standards, and company procedures. This role supports CMC development activities, audits CDMOs, conducts batch release, and performs investigations. The ideal candidate is a hands-on quality leader with strong communication skills and the ability to pivot in a dy
About the role: As a Senior Product Manager, Clinician Experience you can expect to ship into production at major health systems, work at the AI frontier with real clinical constraints, and operate cross-functionally with engineering, ML, clinical, design, and partner-facing teams. What you will do: Clinician Experience You'll own the products clinicians use to review, act on, and trust what our AI produces: the tools that surface AI-gathered patient context, support clinical decision-making, and fit into workflows that are already overloaded. The clinician-facing product surface: intake summaries, AI-generated patient context, review/override workflows, and documentation support tooling The end-to-end encounter workflow, from AI-gathered context through clinical decision to documentation. Trust and explainability mechanics — how the AI surfaces its reasoning and how clinicians correct or override it Reduction of clinical workload: minutes saved per encounter, clicks removed, documentation burden reduced Work directly with practicing physicians (internal and health system partners) to validate that designed workflows reflect real clinical behavior Partner with clinical leadership on safety review and escalation protocol Engineering and AI/ML teams to translate clinical trust requirements into verifiable, implementable product behavior What we’re looking for: 4+ years of product management experience shipping consumer or B2B2C software; at least one product you owned end-to-end from ambiguity to launch Experience with AI/ML-powered products — you understand non-determinism, know why evals matter, and can reason about model behavior as a product surface Strong analytical fluency: you can pull your own data, define your own metrics, and won't wait for an analyst to tell you what's happening Exceptional written communication — your docs create alignment instead of requiring meetings to explain them Comfort operating in regulated, high-stakes environments Client-facing e
At Curai, we believe that access to high-quality healthcare is a fundamental human right, not a privilege. Our mission is to radically transform healthcare delivery by harnessing the power of artificial intelligence and clinical expertise to make care more affordable, accessible, and effective for everyone. Patients interact with advanced AI systems at every step of their care and follow-up. Licensed physicians review each case with the patient for the clinical decision in our integrated virtual clinic. We ground our approach in rigorous research, continuous learning, and a deep commitment to clinical integrity. We focus on making a real impact: improving health outcomes, expanding access to care, and setting new standards for what trustworthy, patient-centered healthcare is. Read some of our latest publications.
POSITION SUMMARY: Join Natera’s R&D operations as the Sample Management Manager . You will direct biobanking, cold chain logistics, and the full lifecycle of clinical diagnostic samples. Every sample represents a real person, and you will ensure that tracking, storage, and distribution meet the rigorous standards required to advance cell-free DNA testing. You will lead a high-performing team, optimizing workflows and using data to maintain accuracy and regulatory adherence in a high-stakes clinical environment. PRIMARY RESPONSIBILITIES: Develop and implement standardized procedures for sample intake, storage, tracking, and distribution Treat regulatory guidelines (e.g., GMP, GLP, ISO) and company policies as the foundation of your work, ensuring strict compliance Manage Laboratory Information Management Systems (LIMS) to maintain sample integrity and traceability Lead, train, and develop the Sample Management team to operate with pace and precision Think team by partnering directly with R&D, Quality, Supply Chain, and external partners to align sample management practices without needing translation layers Use data to troubleshoot discrepancies, root-cause logistical issues, and resolve quality concerns Use data to pressure-test workflows and implement technology enhancements that improve precision and scale Prepare rigorous reports and audits to support quality assurance and regulatory inspections Operational Responsibilities Take ownership of sample management operations, proactively allocating resources and designing workflows to meet rigorous clinical timelines Provide clear guidance to the team, establishing policies and removing operational bottlenecks without relying on heavy hierarchy Take ownership of operational challenges, relying on data rather than opinion to resolve workflow and capability gaps Manage scheduling, performance requirements, and operational budgets Act as an advisor to the team, directly stepping in to assist with issue res
Opportunity Overview: We are looking for physicians who have expertise in Internal Medicine including medical and surgical clinical areas to deliver on Cohere’s program by determining the medical appropriateness of services by reviewing clinical information and applying evidence-based guidelines. Reporting to the Managing Medical Director for Cohere Health, this is a critical role in a company that is rapidly scaling to impact millions of patients. This is a fast-paced environment that favors people who are able to learn quickly, be hands-on, handle ambiguity, and communicate effectively with people of different backgrounds and perspectives. This is a remote-first role that may require travel to Boston, MA for new hire onboarding and occasional in-person team meetings and company events. What you’ll do: Support the clinical content team in reviewing the company’s clinical decision guidelines and evidence based literature Provide expert input on content for influencing physicians in medical care to improve the quality of patient outcomes Provide timely medical reviews that meet Cohere’s stringent quality and timeliness parameters Provide clinical determinations based on evidence-based criteria while utilizing clinical acumen and knowledge of evidence based literature and medical society guidelines Clearly and accurately document all communication and decision-making in Cohere workflow tools, ensuring a member and provider can easily reference and understand your decision Use correct templates for documenting medical necessity decisions during case review Conduct timely peer-to-peer discussions with treating providers to clarify clinical information and to explain review outcome decisions, including feedback on alternate treatment based on medical necessity criteria and evidence-based research Demonstrate the highest level of professionalism, accountability, and service in your interactions with Cohere teammates and providers Support projects specifi
As the Associate/Laboratory Director, Oncology and one of our Laboratory Directors, you have clinical oversight of Natera’s laboratory testing. You ensure that testing is properly performed, and applicable regulatory standards are met. You are responsible for ensuring that the laboratory implements testing while consistently providing accurate and reliable patient test results. PRIMARY RESPONSIBILITIES: Review, approve, and sign-out reports for a variety of clinical molecular/cytogenetic and/or oncologic results, including the Signatera MRD assay and other Next Generation Sequencing based assays. Oversee the review of genetic and CNV variant data: interpret NGS results in the context of medical literature, online variant databases and other references along with relevant patient demographic data. Provide clinical and technical support for genetic counselors and other laboratory personnel. Set standards for laboratory testing and acceptable levels of analytic performance and ensure these are maintained. Analyze lab data, contribute to or write publications for high-quality scientific journals. May serve as Technical Supervisor. The Technical Supervisor is responsible for ensuring: appropriate test method selection; adequate method verification to determine the accuracy and precision of the test; enrollment of the laboratory in a CMS-approved proficiency testing (PT) program for the test performed; PT samples are tested in accordance with the CLIA requirements; PT results are returned within the time frames established by the PT program; PT reports are reviewed by the appropriate staff; corrective action plans are followed when PT results are found to be unacceptable or unsatisfactory; quality assessment and quality control programs are established and maintained; acceptable analytical test performance is established and maintained for each test system; remedial actions are taken and documented when significant deviations from the laboratory’s established
Associate/Laboratory Director of Oncology, Comprehensive Genomic Profiling Position Summary As an Associate Lab Director or Lab Director of Oncology, you have clinical oversight of Natera’s laboratory testing related to cancer testing. You ensure that testing is properly performed, and applicable regulatory standards are met. You are responsible for ensuring that the laboratory implements testing while consistently providing accurate and reliable patient test results. You are responsible for ensuring the test validation and development meets all required regulatory standards. This position will be primarily responsible for technical and clinical performance of Natera’s comprehensive genomic profiling (CGP) assays. Title and scope of responsibility will be commensurate with the candidate’s experience. This position is on-site at Natera’s San Carlos, CA Laboratory. Primary Responsibilities Provide clinical sign-out and interpretation for CGP reports, identifying actionable biomarkers and relevant clinical trials Provide technical and clinical support for laboratory staff, genetic counselors, and other clinical personnel Ensure acceptable levels of analytical performance for CGP assays, compliance with applicable standards, and laboratory inspection-readiness at all times Troubleshoot workflow and laboratory issues with clinical care and regulatory standards in mind Document findings and maintain accurate records consistent with Natera policies and procedures May serve as Clinical Consultant . A Clinical Consultant is responsible for ensuring: Test reports include pertinent information for test interpretation, and Availability for consultation concerning test results and the interpretation of those results as they relate to specific patient conditions Qualifications Education: MD/DO and/or PhD in genetics or related field required. Board Certification: ABMGG board-certified in Clinical Cytogenet
About Formation Bio Formation Bio is a tech and AI driven pharma company differentiated by radically more efficient drug development. Advancements in AI and drug discovery are creating more candidate drugs than the industry can progress because of the high cost and time of clinical trials. Recognizing that this development bottleneck may ultimately limit the number of new medicines that can reach patients, Formation Bio, founded in 2016 as TrialSpark Inc., has built technology platforms, processes, and capabilities to accelerate all aspects of drug development and clinical trials. Formation Bio partners, acquires, or in-licenses drugs from pharma companies, research organizations, and biotechs to develop programs past clinical proof of concept and beyond, ultimately helping to bring new medicines to patients. The company is backed by investors across pharma and tech, including a16z, Sequoia, Sanofi, Thrive Capital, John Doerr, Spark Capital, SV Angel Growth, and others. You can read more at the following links: Our Vision for AI in Pharma Our Current Drug Portfolio Our Technology & Platform At Formation Bio, our values are the driving force behind our mission to revolutionize the pharma industry. Every team and individual at the company shares these same values, and every team and individual plays a key part in our mission to bring new treatments to patients faster and more efficiently. About the Position Formation Bio is an AI native Biotech company running drug development programs, and the Quality function here is built to match that operating model: lean, risk-calibrated, and embedded in asset decisions from day one. You will not be maintaining a compliance bureaucracy; you will be designing quality frameworks that accelerate programs rather than slow them down. This is a rare seat at the table where quality strategy directly shapes how assets move forward and get to patients. Responsibilities Embed Quality by Design (QbD): Partner with as
Trust Grade / Clinical Fellow – Emergency Medicine (A&E) Nights University Hospitals Birmingham NHS Foundation Trust (UHB) Location: Birmingham, West Midlands Department: Emergency Medicine Hours: Primarily Night Shifts / Out-of-Hours Rota Contract Type: Locum contract Key Responsibilities Clinical Duties Assess, investigate, diagnose, and manage patients presenting to the Emergency Department overnight. Deliver immediate treatment and stabilisation for critically ill or injured patients. Prioritise patient care according to clinical urgency and departmental protocols. Request and interpret relevant investigations including blood tests, ECGs, and imaging. Maintain accurate and timely clinical documentation using electronic patient record systems. Escalate complex or deteriorating cases appropriately to senior clinicians. Participate in patient handovers to ensure continuity of care between shifts. Teamworking & Communication Work collaboratively with consultants, specialty teams, nursing staff, paramedics, and allied health professionals. Communicate effectively and compassionately with patients and relatives during emergency presentations. Support junior colleagues and contribute positively to team morale during overnight operations. Governance & Quality Adhere to GMC standards, Trust policies, and national clinical guidelines. Participate in clinical audits, quality improvement projects, and departmental governance activities where applicable. Ensure compliance with infection prevention, safeguarding, and patient safety procedures. Training & Development Engage in ongoing professional development and mandatory training. Opportunities may be available for teaching, simulation training, and career progression within Emergency Medicine. Person Specification Essential Criteria MBBS or equivalent medical qualification. Full GMC registration with licence to practise. Minimum NHS clinical experience in Emergency M
Opportunity Overview: As a Lead Applied Scientist, you’ll join our growing team of world-class applied scientists and clinical experts to deploy machine learning models that help automate burdensome administrative clinical practices. Our AS team’s work is focused on designing, prototyping, and partnering with AI Engineering to deploy and monitor production models which extract or predict relevant clinical findings from structured and unstructured data sources. What you’ll do: Design and develop advanced machine learning algorithms for retrieval, classification and generative use cases. Write and maintain reusable codebases to perform data preprocessing, model training, and model evaluation Provide scientific and machine learning best practice guidance to junior engineers Work cross-functionally with diverse stakeholders, including product managers, clinicians, and technical leadership to align ML solutions with Cohere’s core objectives. What you’ll need: Must-haves Minimum 7+ years of experience in applied ML with a masters degree or 5+ years with a PhD, ideally in a senior or lead role in a large technology or healthcare company Clear understanding of model building, model maintenance and the measures that optimize models for production use Understand experimental design and can independently perform collection, measurement, and interpretation of results Expert in Python with experience in deep learning frameworks (e.g., PyTorch) Hands on experience building deep learning models (e.g., transformers) for NLP tasks MS or PhD required Nice-to-haves Experience with generative AI or Retrieval Augmented Generation (RAG) Experience working with unstructured healthcare data (e.g., clinical notes) Experience with OCR or image-based document understanding techniques Hands on experience using AWS tools such as SageMaker Studio ISMS roles and responsibilities Good knowledge of Information practices. Assist the manager in all the information security activitie
About Formation Bio Formation Bio is a tech and AI driven pharma company differentiated by radically more efficient drug development. Advancements in AI and drug discovery are creating more candidate drugs than the industry can progress because of the high cost and time of clinical trials. Recognizing that this development bottleneck may ultimately limit the number of new medicines that can reach patients, Formation Bio, founded in 2016 as TrialSpark Inc., has built technology platforms, processes, and capabilities to accelerate all aspects of drug development and clinical trials. Formation Bio partners, acquires, or in-licenses drugs from pharma companies, research organizations, and biotechs to develop programs past clinical proof of concept and beyond, ultimately helping to bring new medicines to patients. The company is backed by investors across pharma and tech, including a16z, Sequoia, Sanofi, Thrive Capital, John Doerr, Spark Capital, SV Angel Growth, and others. You can read more at the following links: Our Vision for AI in Pharma Our Current Drug Portfolio Our Technology & Platform At Formation Bio, our values are the driving force behind our mission to revolutionize the pharma industry. Every team and individual at the company shares these same values, and every team and individual plays a key part in our mission to bring new treatments to patients faster and more efficiently. About the Position As Associate Director of RWD Intelligence at Formation Bio, you will lead the strategy and execution of our real-world data (RWD) capabilities, building the data foundations that power drug acquisition, clinical development, and portfolio decision-making. You will own the end-to-end lifecycle of RWD: sourcing, procurement, ingestion, harmonization, quality assurance, and delivery of analysis-ready datasets to downstream consumers across Product, Data Science, Clinical Development, and Business Development. This role sits at the intersection
About Formation Bio Formation Bio is a tech and AI driven pharma company differentiated by radically more efficient drug development. Advancements in AI and drug discovery are creating more candidate drugs than the industry can progress because of the high cost and time of clinical trials. Recognizing that this development bottleneck may ultimately limit the number of new medicines that can reach patients, Formation Bio, founded in 2016 as TrialSpark Inc., has built technology platforms, processes, and capabilities to accelerate all aspects of drug development and clinical trials. Formation Bio partners, acquires, or in-licenses drugs from pharma companies, research organizations, and biotechs to develop programs past clinical proof of concept and beyond, ultimately helping to bring new medicines to patients. The company is backed by investors across pharma and tech, including a16z, Sequoia, Sanofi, Thrive Capital, John Doerr, Spark Capital, SV Angel Growth, and others. You can read more at the following links: Our Vision for AI in Pharma Our Current Drug Portfolio Our Technology & Platform At Formation Bio, our values are the driving force behind our mission to revolutionize the pharma industry. Every team and individual at the company shares these same values, and every team and individual plays a key part in our mission to bring new treatments to patients faster and more efficiently. About the Position As the Associate Director or Director leading the EHR AI team within Data Science at Formation Bio, you will build and lead our capability for learning from real-world data (RWD): electronic health records (EHR) together with claims and other real-world sources. Your models will turn longitudinal patient data into real-world evidence (RWE) that shapes which drugs we acquire, which indications we pursue, and how we design trials. You will set the technical direction for machine learning on EHR and other real-world data, including the evaluation and
Title: Senior AI QA Engineer Location: Bengaluru (Bangalore) Opportunity: As a Senior AI QA Engineer for our Precision Patient Care Pipeline , you will go beyond traditional functional testing. You will be responsible for building the framework that ensures our clinical insights are accurate, safe, and reliable. This role requires a unique blend of high-level software testing and data engineering to validate complex, non-deterministic medical outputs using a hybrid of automated grading methodologies . Key Responsibilities: Architect Multi-Layered Validation Frameworks: Design and implement structured testing strategies that combine deterministic checks, semantic similarity metrics, and model-based evaluations. Automated Model Grading: Develop systems to evaluate clinical pipeline outputs for faithfulness, safety, and hallucination detection using various automated scoring techniques (e.g., BERTScore, ROUGE, or custom heuristics). Vibe-Driven Development: Leverage agentic AI tools to rapidly prototype complex test harnesses, "red-team" clinical logic, and build internal validation utilities at high velocity. Data Pipeline Integrity: Execute integration and regression tests for data-heavy backend processes, ensuring medical data remains consistent from ingestion to insight generation. Collaborative Strategy: Work closely with Data Scientists and Product Managers to define "Ground Truth" datasets and clinical evaluation rubrics. Root Cause Analysis: Deep-dive into complex system failures to identify whether issues stem from code logic, data drift, or model behavior. Requirements: 6+ years of technical experience in Quality Assurance, with a strong focus on system architecture and backend data validation. Advanced Python Proficiency: Expert-level skills in Python for building custom test scripts and working within AI/ML ecosystems. AI/ML Validation Experience: Proven experience testing model outputs using diverse metrics (e.g., Semantic Similarity, NLP metrics, an
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