41 Diagnostics jobs in Singapore

Overview

The Medical Affairs team collaborates with the leaders of Sleep, Respiratory Care, SaaS, ResMed Healthcare, and Asia Growth Markets to ensure our work, especially our clinical research and market access projects, align with their strategic priorities. We also review key government policies, as part of the continuous evaluation and improvement process that helps us maintain global compliance across an ever-shifting landscape of legal and regulatory requirements. The two, research and compliance, work hand-in-hand, and when balanced properly allow us to generate important clinical, economic and market evidence, that improves the lives of patients in ways that are scientifically valid, clinically relevant and ethically sound.

• Let’s talk about the team: The primary role of Clinical Science & Innovation function is to develop new product concepts, prototypes and technologies, that are aligned to ResMed's strategy. Key deliverables include developing business cases with strategic focus and commercial value that enables a global view of clinical science and deep technology as it pertains to ResMed's world.

We are seeking an enthusiastic and detail-oriented Clinical Development Specialist – Diagnostics to join our Medical Affairs team. In this role, you will play a critical part in the design, implementation, and oversight of clinical development activities that support our sleep diagnostics portfolio. You’ll work cross-functionally to ensure that our products have the correct requirements and to define and execute on strategies to generate high-quality evidence to support the safe and effective use of diagnostic solutions across various healthcare settings.

This is a unique opportunity to contribute to the development of cutting-edge diagnostics that enable timely, accurate decision-making for patients and providers.

• Support the planning and execution of clinical studies—including analytical validation, clinical validation, and usability studies—aligned with diagnostic development goals.
• Assist in developing study protocols, investigator brochures, case report forms (CRFs), and other clinical study documents.
• Collaborate with internal stakeholders such as Regulatory Affairs, Clinical Operations, R&D, and Marketing to ensure integrated study planning and execution.
• Liaise with external investigators, clinical sites, and contract research organizations (CROs) to support effective study conduct and data integrity.
• Participate in data analysis and interpretation activities to support product development, regulatory submissions, and scientific communications.
• Track study timelines, milestones, and budgets to ensure clinical projects are completed on time and within scope.
• Maintain a strong understanding of diagnostic regulatory pathways (e.g., FDA, CE-IVD, CLIA) and ensure compliance with applicable clinical and ethical guidelines.
• Contribute to the development of abstracts, posters, and manuscripts to communicate clinical evidence to external audiences.

• Bachelor’s degree in life sciences, biomedical engineering, public health, or a related field.
• 3+ years of experience in clinical development or clinical research, with a focus on diagnostics, in vitro diagnostics (IVDs), or medical devices.
• Familiarity with clinical validation and usability studies for diagnostics.
• Working knowledge of Good Clinical Practice (GCP), ISO 14155, and diagnostic regulatory frameworks.
• Strong organizational skills and the ability to manage multiple projects simultaneously.
• Excellent verbal and written communication skills.
• Highly skilled in stakeholder management across different regions and time-zones.

• Advanced degree (e.g., MS, PhD, MPH)
• Experience supporting regulatory submissions for diagnostic products (e.g., 510(k), PMA, IVDR)
• Prior work in a Medical Affairs or translational science environment
• Experience with diagnostic studies in sleep disorders and respiratory care

• Scientific and Technical Expertise
• Project Management
• Diagnostic Regulatory Knowledge
• Cross-functional Collaboration
• Strategic Thinking
• Communication and Presentation
• Quality and Compliance Focus

Joining us is more than saying “yes” to making the world a healthier place. It’s discovering a career that’s challenging, supportive and inspiring. Where a culture driven by excellence helps you not only meet your goals, but also create new ones. We focus on creating a diverse and inclusive culture, encouraging individual expression in the workplace and thrive on the innovative ideas this generates. If this sounds like the workplace for you, apply now! We commit to respond to every applicant.

• Mid-Senior level

• Full-time

• Health Care Provider

• Software Development, IT Services and IT Consulting, and Medical Equipment Manufacturing

Referrals increase your chances of interviewing at Resmed by 2x

Queenstown, Central Singapore Community Development Council, Singapore 4 months ago

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Overview
The Medical Affairs team collaborates with the leaders of Sleep, Respiratory Care, SaaS, ResMed Healthcare, and Asia Growth Markets to ensure our work, especially our clinical research and market access projects, align with their strategic priorities. We also review key government policies, as part of the continuous evaluation and improvement process that helps us maintain global compliance across an ever-shifting landscape of legal and regulatory requirements. The two, research and compliance, work hand-in-hand, and when balanced properly allow us to generate important clinical, economic and market evidence, that improves the lives of patients in ways that are scientifically valid, clinically relevant and ethically sound.
Let’s talk about the team:
The primary role of Clinical Science & Innovation function is to develop new product concepts, prototypes and technologies, that are aligned to ResMed's strategy. Key deliverables include developing business cases with strategic focus and commercial value that enables a global view of clinical science and deep technology as it pertains to ResMed's world.
Role
We are seeking an enthusiastic and detail-oriented
Clinical Development Specialist – Diagnostics
to join our Medical Affairs team. In this role, you will play a critical part in the design, implementation, and oversight of clinical development activities that support our sleep diagnostics portfolio. You’ll work cross-functionally to ensure that our products have the correct requirements and to define and execute on strategies to generate high-quality evidence to support the safe and effective use of diagnostic solutions across various healthcare settings.
This is a unique opportunity to contribute to the development of cutting-edge diagnostics that enable timely, accurate decision-making for patients and providers.
Key Responsibilities
Support the planning and execution of clinical studies—including analytical validation, clinical validation, and usability studies—aligned with diagnostic development goals.
Assist in developing study protocols, investigator brochures, case report forms (CRFs), and other clinical study documents.
Collaborate with internal stakeholders such as Regulatory Affairs, Clinical Operations, R&D, and Marketing to ensure integrated study planning and execution.
Liaise with external investigators, clinical sites, and contract research organizations (CROs) to support effective study conduct and data integrity.
Participate in data analysis and interpretation activities to support product development, regulatory submissions, and scientific communications.
Track study timelines, milestones, and budgets to ensure clinical projects are completed on time and within scope.
Maintain a strong understanding of diagnostic regulatory pathways (e.g., FDA, CE-IVD, CLIA) and ensure compliance with applicable clinical and ethical guidelines.
Contribute to the development of abstracts, posters, and manuscripts to communicate clinical evidence to external audiences.
Let’s talk about you
Required
Bachelor’s degree in life sciences, biomedical engineering, public health, or a related field.
3+ years of experience in clinical development or clinical research, with a focus on diagnostics, in vitro diagnostics (IVDs), or medical devices.
Familiarity with clinical validation and usability studies for diagnostics.
Working knowledge of Good Clinical Practice (GCP), ISO 14155, and diagnostic regulatory frameworks.
Strong organizational skills and the ability to manage multiple projects simultaneously.
Excellent verbal and written communication skills.
Highly skilled in stakeholder management across different regions and time-zones.
Preferred
Advanced degree (e.g., MS, PhD, MPH)
Experience supporting regulatory submissions for diagnostic products (e.g., 510(k), PMA, IVDR)
Prior work in a Medical Affairs or translational science environment
Experience with diagnostic studies in sleep disorders and respiratory care
Core Competencies
Scientific and Technical Expertise
Project Management
Diagnostic Regulatory Knowledge
Cross-functional Collaboration
Strategic Thinking
Communication and Presentation
Quality and Compliance Focus
Joining us is more than saying “yes” to making the world a healthier place. It’s discovering a career that’s challenging, supportive and inspiring. Where a culture driven by excellence helps you not only meet your goals, but also create new ones. We focus on creating a diverse and inclusive culture, encouraging individual expression in the workplace and thrive on the innovative ideas this generates. If this sounds like the workplace for you, apply now! We commit to respond to every applicant.
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Health Care Provider
Industries
Software Development, IT Services and IT Consulting, and Medical Equipment Manufacturing
Referrals increase your chances of interviewing at Resmed by 2x
Queenstown, Central Singapore Community Development Council, Singapore 4 months ago
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
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We are seeking a skilled and motivated Bioinformatics Scientist to support the development of next-generation diagnostic products and contribute to data analytics in Software as a Medical Device (SaMD) applications. This role offers the opportunity to work on cutting-edge bioinformatics pipelines and multi-omics data analysis, collaborating with cross-functional teams and external partners to bring innovative diagnostics to market.

• Design, develop, and deploy bioinformatics pipelines for in-vitro diagnostics (IVD), including NGS data processing and reporting.
• Support multi-omics data analysis for biomarker discovery and diagnostics assay development.
• Provide bioinformatics and biostatistical analysis for clinical studies and product validation.
• Collaborate with software engineers and product teams to integrate analytics into SaMD platforms.
• Contribute to the development of predictive models using machine learning and statistical approaches.
• Ensure reproducibility, scalability, and regulatory compliance of bioinformatics workflows.
• Document pipeline architecture, analysis protocols, and validation results.

• PhD or Bachelor's/Master's degree in Bioinformatics, Computational Biology, or a related field.
• 2 -3 years of industry experience in bioinformatics or clinical diagnostics.
• Proficiency in Python, R, or MATLAB; experience with workflow tools like Nextflow, Snakemake, or CWL.
• Familiarity with biostatistics and machine learning for biological data analysis.
• Experience with tools such as Biopython, Bioconductor, and cloud-based deployment environments.
• Knowledge of statistical software (e.g., R, SAS, SPSS, Minitab) is a plus.
• Exposure to IVD product development and regulatory standards is advantageous.
• Strong communication skills and ability to work independently and in cross-disciplinary teams.

Interested candidates who wish to apply for the advertised position, please click on "Apply". We regret that only shortlisted candidates will be notified.

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Job ID: 2507

Job Function: Allied Health

Institution: National University Health System

The Radiographer is responsible for providing prompt diagnostic imaging services to patients, ensuring patient safety and proper care of equipment. Assist Centre In-charge/Senior or Principal Radiographer to guide and supervise junior and student radiographers when required.

1. Perform general radiographic examinations and/or at least one area of specialty including mammography and/or ultrasound and/or Bone Mineral Densitometry.
2. Responsible for the safety and welfare of the patient.
3. Maintain a clean and safe environment; adhere to safe work practices especially in radiation safety and infection control.
4. Ensure proper usage and care for all equipment at the specific diagnostic centre.
5. Perform other administrative duties or ad-hoc quality departmental projects/activities as assigned by the reporting officer/Lead Radiographer.
6. Apply the ALARA principle for all procedures.
7. Responsible for general housekeeping of the allocated diagnostic centre.
8. Render prompt and courteous service delivery to external and internal customers.
9. Ensure efficient running and operations of their area of responsibility.
10. Assist the Radiographer-In-Charge/Senior or Principal Radiographer to ensure quality control procedures are performed diligently.
11. Ensure AHPC certification is achieved after one/two years depending on qualification(s).

Required Skills and Experience:

1. Recognized degree in Diagnostic Radiography.
2. Professional Licence: R1 license with Centre for Radiation Protection and Nuclear Sciences, National Environment Agency.
3. Timely update and renewal of RI license.
4. Registration with Allied Health Professions Council.
5. Excellent written and verbal communication skills.
6. Strong organisational skills and able to multi-task in a fast-paced environment.
7. Participate in continuous medical education and quality assurance programs as directed by Radiographer In-charge/Senior or Principal Radiographer.
8. Complete all assigned tasks in an organized and timely manner.
9. Service oriented and customer focused. Have a compassionate, caring and friendly attitude.
10. Able to work in a fast-paced environment and under pressure.
11. Effective communications and coaching skills.
12. Good team player.

Preferred Skills and Experience:

1. Mammography and ultrasound experience preferred.
2. Ability to communicate in vernacular languages.
3. Knowledge of basic programming and advanced applications of MS Word, Excel, and PowerPoint will be an added advantage.
4. Knowledge of NGEMR, Epic usage, and RISPACS would be an additional advantage.

(Please note that the working hours is on a 5.5 days' work week)

Overview

The Radiographer is responsible for providing prompt diagnostic imaging services to the patient, ensuring patient safety and proper care of equipment. Assist Centre In-charge/Senior or Principal Radiographer to guide and supervise junior and student radiographers when required.

• Perform general radiographic examinations and/or at least one area of specialty including mammography and/or ultrasound and/or Bone Mineral Densitometry.
• Responsible for the safety and welfare of the patient.
• Maintain a clean and safe environment; adhere to safe work practices especially in radiation safety and infection control.
• Ensure proper usage and care for all equipment at the specific diagnostic centre.
• Perform other administrative duties or ad-hoc quality departmental projects/activities as assigned by the reporting officer/ Lead Radiographer.
• Apply the ALARA principle for all procedures.
• Responsible for general housekeeping of the allocated diagnostic centre.
• Render prompt and courteous service delivery to external and internal customers.
• Ensure efficient running and operations of their area of responsibility.
• Assist the Radiographer-In-Charge / Senior or Principal Radiographer to ensure quality control procedures are performed diligently.
• Ensure AHPC certification is achieved after one / two years depending on qualification(s).

• Recognized degree in Diagnostic Radiography.
• Professional Licence: R1 license with Centre for Radiation Protection and Nuclear Sciences, National Environment Agency.
• Timely update and renewal of RI license.
• Registration with Allied Health Professions Council.
• Excellent written and verbal communication skills.
• Strong organisational skills and able to multi-task in a fast-paced environment.
• Participate in continuous medical education and quality assurance programs as directed by Radiographer In-charge / Senior or Principal Radiographer.
• Complete all assigned tasks in an organized and timely manner.
• Service oriented and customer focused. Have a compassionate, caring and friendly attitude.
• Able to work in a fast-paced environment and under pressure.
• Effective communications and coaching skills.
• Good team player.

• Mammography and ultrasound experience preferred.
• Ability to communicate in vernacular languages.
• Knowledge of basic programming and advanced applications of MS Word, Excel and PowerPoint will be an added advantage.
• Knowledge of NGEMR, Epic usage and RISPACS would be an additional advantage.

Please note that the working hours are on a 5.5 days' work week.

• Seniority level: Mid-Senior level
• Employment type: Full-time
• Job function: Health Care Provider
• Industries: Hospitals and Health Care

Diagnostic Insights Solutions Lead

We are seeking an experienced and skilled professional to lead our Diagnostic Insights Solutions team in Singapore.

• Key Responsibilities:
• Develop a local market strategy that aligns global product offerings with local market needs, healthcare policies, and digital health initiatives.
• Oversee the end-to-end lifecycle of digital products, ensuring timely updates, local compliance, and high customer satisfaction.
• Engage key stakeholders across public and private sectors to gather insights and translate needs into product requirements and priorities.
• Partner with the commercial team to support pre-sales activities, customer presentations, value propositions, and tender submissions.
• Collaborate closely with APAC/global product teams, the local implementation team, and regulatory colleagues to feed back on market requirements and align on the roadmap.
• Ensure digital solutions meet Singapore's data governance, cybersecurity, and interoperability requirements.
• Monitor product performance, usage, customer feedback, and revenue KPIs within the local context.

Requirements:

• Bachelor's or Master's degree in Information Technology, Computer Science, Health Informatics, Biomedical Engineering, or a related field.
• Certifications in relevant areas such as product management, data privacy, or cybersecurity are a plus.
• Minimum 5-8 years of experience in digital health, healthcare IT, or diagnostics technology, preferably within the Singapore healthcare ecosystem.
• Hands-on experience managing the lifecycle of digital or software-based solutions, from design through deployment and support.
• Familiarity with healthcare IT systems and integration standards.
• Experience working with public and private healthcare stakeholders and navigating local regulatory environments.
• Proven ability to translate user needs into technical requirements and align solutions with IT infrastructure and policy requirements.

Attributes:

• Technologically curious and passionate about applying IT to improve healthcare outcomes.
• Collaborative and open-minded, with the ability to work effectively across cross-functional and multicultural teams.
• Proactive and adaptable in fast-paced, evolving environments.
• Strong customer and user empathy with a solution-oriented mindset.
• Committed to building internal capabilities and fostering a culture of digital innovation.
• Actively seeks out diverse perspectives, invites opposing views, and constructively and respectfully challenges ideas to achieve the best outcome.
• Experience in communicating technical concepts to a non-technical audience.
• Committed to building trust and psychological safety within the team, fostering an environment where every member feels valued, heard, and supported.
• Proven ability to take accountability, deliver results quickly, and learn from both successes and failures.

• Local Market Strategy & Product Positioning - Define and execute the go-to-market strategy for digital healthcare diagnostics solutions in Singapore, aligning global product offerings with local market needs, healthcare policies, and digital health initiatives (e.g., Healthier SG, NHIC, Synapxe).
• Solution Lifecycle Management - Oversee the end-to-end lifecycle of digital products (from ideation, validation, and deployment to post-launch support) ensuring timely updates, local compliance, and high customer satisfaction.
• Customer & Stakeholder Engagement - Engaging key stakeholders across public and private sectors (lab managers, CIO offices, Synapxe) to gather insights and translate needs into product requirements and priorities.
• Sales & Commercial Support - Partner with the commercial team to support pre-sales activities, customer presentations, value propositions, and tender submissions. Provide training, messaging, and demos that clearly articulate clinical and operational value
• Cross-Functional Collaboration - Collaborate closely with APAC/global product teams, the local implementation team, and regulatory colleagues to feed back on market requirements and align on the roadmap, ensuring product readiness for deployment in Singapore. Drive internal capability development by facilitating knowledge sharing, training sessions, and cross-functional collaboration to build local teams' readiness and confidence in supporting digital solutions.
• Localization & Regulatory Alignment - Ensure digital solutions meet Singapore's data governance, cybersecurity, and interoperability requirements (e.g., MOH, PDPA, H-Cloud). Support localization needs including integration with EPIC and national health IT platforms.
• Product Performance Tracking & Continuous Improvement - Monitor product performance, usage, customer feedback, and revenue KPIs within the local context. Identify opportunities to expand solution offerings, improve the customer experience, and influence product enhancements or new developments based on market insight.

• Bachelor's or Master Bachelor's degree in Information Technology, Computer Science, Health Informatics, Biomedical Engineering, or a related field.
• Certifications in relevant areas such as product management (e.g., PMP, Agile, Scrum), data privacy (e.g., PDPA), or cybersecurity (e.g., CISSP) are a plus.
• Minimum 5-8 years of experience in digital health, healthcare IT, or diagnostics technology, preferably within the Singapore healthcare ecosystem.
• Hands-on experience managing the lifecycle of digital or software-based solutions, from design through deployment and support.
• Familiarity with healthcare IT systems (e.g., LIS, EMR, EPIC) and integration standards (e.g., HL7, FHIR, APIs).
• Experience working with public and private healthcare stakeholders (e.g., Synapxe, MOH, NHIC) and navigating local regulatory environments (e.g., H-Cloud, PDPA compliance).
• Proven ability to translate user needs into technical requirements and align solutions with IT infrastructure and policy requirements.

• Strong understanding of software development processes, data governance, interoperability, and cybersecurity in healthcare.
• Excellent stakeholder engagement and communication skills, with the ability to bridge technical and non-technical teams.
• Proficiency in analyzing product performance metrics and deriving insights for continuous improvement
• Ability to deliver training, demos, and messaging that clearly convey the value of complex digital solutions.

• Technologically curious and passionate about applying IT to improve healthcare outcomes.
• Collaborative and open-minded, with the ability to work effectively across cross-functional and multicultural teams.
• Proactive and adaptable in fast-paced, evolving environments.
• Strong customer and user empathy with a solution-oriented mindset.
• Committed to building internal capabilities and fostering a culture of digital innovation.
• Actively seeks out diverse perspectives, invites opposing views, and constructively and respectfully challenges ideas to achieve the best outcome
• Experience in communicating technical concepts to a non-technical audience.
• Committed to building trust and psychological safety within the team, fostering an environment where every member feels valued, heard, and supported.
• Proven ability to take accountability, deliver results quickly, and learn from both successes and failures.

The Opportunity:

Reporting to the Head, Innovation Solutions and Consulting, Singapore, the Diagnostic Insights Solutions Lead is a key driver of Roche Diagnostics' digital vision. This role is responsible for establishing Roche Diagnostics as the leading and most trusted partner for Diagnostics Insights Solutions in Singapore. You will act as the primary owner of our diagnostics insights portfolio, ensuring they not only meet but exceed the evolving needs of the local healthcare ecosystem.

As the Lead, Diagnostics Insights Solutions, you are responsible for:-

• Local Market Strategy & Product Positioning - Define and execute the go-to-market strategy for digital healthcare diagnostics solutions in Singapore, aligning global product offerings with local market needs, healthcare policies, and digital health initiatives (e.g., Healthier SG, NHIC, Synapxe).
• Solution Lifecycle Management - Oversee the end-to-end lifecycle of digital products (from ideation, validation, and deployment to post-launch support) ensuring timely updates, local compliance, and high customer satisfaction.
• Customer & Stakeholder Engagement - Engaging key stakeholders across public and private sectors (lab managers, CIO offices, Synapxe) to gather insights and translate needs into product requirements and priorities.
• Sales & Commercial Support - Partner with the commercial team to support pre-sales activities, customer presentations, value propositions, and tender submissions. Provide training, messaging, and demos that clearly articulate clinical and operational value
• Cross-Functional Collaboration - Collaborate closely with APAC/global product teams, the local implementation team, and regulatory colleagues to feed back on market requirements and align on the roadmap, ensuring product readiness for deployment in Singapore. Drive internal capability development by facilitating knowledge sharing, training sessions, and cross-functional collaboration to build local teams' readiness and confidence in supporting digital solutions.
• Localization & Regulatory Alignment - Ensure digital solutions meet Singapore's data governance, cybersecurity, and interoperability requirements (e.g., MOH, PDPA, H-Cloud). Support localization needs including integration with EPIC and national health IT platforms.
• Product Performance Tracking & Continuous Improvement - Monitor product performance, usage, customer feedback, and revenue KPIs within the local context. Identify opportunities to expand solution offerings, improve the customer experience, and influence product enhancements or new developments based on market insight.

Who You Are:

• Bachelor's or Master Bachelor's degree in Information Technology, Computer Science, Health Informatics, Biomedical Engineering, or a related field.
• Certifications in relevant areas such as product management (e.g., PMP, Agile, Scrum), data privacy (e.g., PDPA), or cybersecurity (e.g., CISSP) are a plus.
• Minimum 5–8 years of experience in digital health, healthcare IT, or diagnostics technology, preferably within the Singapore healthcare ecosystem.
• Hands-on experience managing the lifecycle of digital or software-based solutions, from design through deployment and support.
• Familiarity with healthcare IT systems (e.g., LIS, EMR, EPIC) and integration standards (e.g., HL7, FHIR, APIs).
• Experience working with public and private healthcare stakeholders (e.g., Synapxe, MOH, NHIC) and navigating local regulatory environments (e.g., H-Cloud, PDPA compliance).
• Proven ability to translate user needs into technical requirements and align solutions with IT infrastructure and policy requirements.

Skills:

• Strong understanding of software development processes, data governance, interoperability, and cybersecurity in healthcare.
• Excellent stakeholder engagement and communication skills, with the ability to bridge technical and non-technical teams.
• Proficiency in analyzing product performance metrics and deriving insights for continuous improvement
• Ability to deliver training, demos, and messaging that clearly convey the value of complex digital solutions.

Attributes:

• Technologically curious and passionate about applying IT to improve healthcare outcomes.
• Collaborative and open-minded, with the ability to work effectively across cross-functional and multicultural teams.
• Proactive and adaptable in fast-paced, evolving environments.
• Strong customer and user empathy with a solution-oriented mindset.
• Committed to building internal capabilities and fostering a culture of digital innovation.
• Actively seeks out diverse perspectives, invites opposing views, and constructively and respectfully challenges ideas to achieve the best outcome
• Experience in communicating technical concepts to a non-technical audience.
• Committed to building trust and psychological safety within the team, fostering an environment where every member feels valued, heard, and supported.
• Proven ability to take accountability, deliver results quickly, and learn from both successes and failures.

This role involves conducting cardiac diagnostic procedures, collaborating with cardiologists during invasive procedures, and ensuring the accuracy of patient data documentation.

• Conduct electrocardiograms (ECGs), treadmill stress tests, tilt table tests, and echocardiograms to diagnose heart conditions.
• Assist with angiograms and cardiac catheterizations to identify coronary artery blockages.
• Maintain, calibrate, and troubleshoot diagnostic equipment to ensure optimal performance.
• Provide patient education and support before, during, and after procedures to enhance their understanding of their condition.

To be successful in this position, candidates should hold a degree in Science or Medical Technology/Biotechnology, and possess at least 2 years' experience in cardiac diagnostics or a hospital setting.

• Have a strong understanding of cardiac physiology and diagnostic principles to effectively conduct procedures and interpret results.