Total 764 construction quality control job vacancies in Quality Assurance / Control category in Singapore

Job Description:

• In charge of performing quality assurance functions with regard to the product, process and maintain quality management system while ensuring compliance with all customers’ requirements
• Responsible for reviewing and revising quality procedures and quality control instructions
• Liaise with customers / vendors / suppliers on non-conformance activities, perform root cause analysis and determine effective corrective actions to reduce or eliminate the cost of poor quality
• In charge of performing internal audits to evaluate quality system, products, and processes
• In charge of performing vendors’ and on-site audits as required
• Drive down monthly Cost of Poor Quality/ scrap

Requirements:

• Degree in Mechanical / Aeronautical Engineering / other relevant disciplines
• Minimum 2 years of experience in Quality Management System and NADCAP

To submit your application, please apply online apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd.
EA License No: 17C8900

Responsibilities:

• Maintain accurate and up-to-date ISO 9001, ISO 14001, and ISO 13485 documentation, including Quality Manuals, procedures, work instructions, and records, to ensure system compliance and management review readiness.
• Plan, coordinate, and conduct internal and external audits to ensure organizational readiness for third-party certification, management reviews, and customer audits.
• Collaborate with internal stakeholders to support and participate in customer and supplier audits to ensure compliance requirements are met.
• Review audit findings, develop corrective action plans, and drive continuous improvement initiatives.
• Generate and review supplier quality performance reports, work closely with suppliers to resolve non-conformances, and promote continuous improvement.
• Issue, monitor, and follow up on Supplier Corrective Action Requests (SCAR), ensuring effectiveness and timely closure.
• Support qualification and onboarding of new suppliers to maintain a robust pipeline aligned with production requirements.
• Manage calibration schedules and preventive maintenance programs for equipment to ensure operational reliability and compliance.
• Address quality issues arising from production and customer feedback by working closely with production teams to implement corrective actions and resolve customer complaints with proper documentation.
• Ensure timely closure of Corrective and Preventive Actions (CAPA), non-conformance reports, and customer complaints, and publish quality performance reports.
• Lead Material Review Board (MRB) meetings with cross-functional teams to perform root cause analysis, implement corrective actions, and verify effectiveness.
• Supervise and lead QC inspectors to ensure parts inspection compliance with engineering drawings and quality standards.

Qualifications:

• Diploma in Quality Management, Engineering, Manufacturing, or a related field.
• Min 3 years of relevant experience in quality or manufacturing environments, with exposure to audits and documentation.
• Basic understanding of supplier management and quality coordination.
• Familiarity with commonly used quality management standards (e.g. ISO systems).
• Working knowledge of quality tools and process control methods.

We regret only shortlisted candidates will be contacted. All applications will be handled confidentially. By submitting your application, you agree to the collection, use, retention, and disclosure of your personal information to prospective employers.

Wecruit Pte Ltd

EA License No: 20C0270

EA Personnel: Nyon Hock Sen (Aden)

EA Personnel Reg No: R24124070

Job Description:

• Work as a team to create and implement comprehensive quality assurance plans that outline the processes and procedures for ensuring quality throughout the product lifecycle, from design to manufacturing to delivery.
• Conduct internal and external audits to assess the effectiveness of quality control procedures and identify areas for improvement.
• When quality issues are identified, work to determine the root cause of the problem, develop corrective actions, and monitor their implementation to ensure they are effective.
• Ensure that company's products and services meet relevant industry standards and regulations, including standards like NADCAP.
• Provide training and awareness programs for employees on quality control procedures and best practices.
• Actively participate in continuous improvement projects to enhance quality and reduce costs.
• Collaborate with suppliers to ensure that their products and services meet the required quality standards.

Requirement:

• Min Degree in Engineering
• Min 3 years of experience in certifying staff and lead QA activities

To submit your application, please apply online apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd
EA License No: 17C8900

Job Description:

• In charge of performing quality assurance functions with regard to the product, process and maintain quality management system while ensuring compliance with all customers’ requirements
• Responsible for reviewing and revising quality procedures and quality control instructions
• Liaise with customers / vendors / suppliers on non-conformance activities, perform root cause analysis and determine effective corrective actions to reduce or eliminate the cost of poor quality
• In charge of performing internal audits to evaluate quality system, products, and processes
• In charge of performing vendors’ and on-site audits as required
• Drive down monthly Cost of Poor Quality/ scrap

Requirements:

• Degree in Mechanical / Aeronautical Engineering / other relevant disciplines
• Minimum 2 years of experience in Quality Management System and NADCAP

To submit your application, please apply online to apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd
EA License No: 17C8900

Responsibilities:

• Handle customer complaints, returns, and improvement requests; monitor progress and ensure efficient resolution.
• Coordinate customer audits, QA visits, and surveys, including follow-up activities to address findings.
• Manage customer requests and maintain relevant customer satisfaction metrics.
• Collaborate with cross-functional teams to resolve quality issues and meet customer requirements, driving product quality improvements.
  

Requirements:

• Minimum Bachelor's degree in Electronics Engineering, Electrical Engineering, Material Science, Chemistry and Physics.
• Basic understanding of semiconductor technology.
• >3 years’ relevant experience in module process/integration and/or quality field handling customer.
• Knowledge of problem solving (8D methodology), statistical techniques, production part approval process (PPAP) and planning/project management is an advantage
• Knowledge of ISO9001/ISO/TS16949 or VDA6.3 standards and audit handling/experience is preferred
• Strong project management skills and ability to plan effectively.
• Excellent communication and negotiation skills; capable of effective collaboration with external partners and customers.
• Proficiency in presentation skills.

Job Description:

• In charge of performing quality assurance functions with regard to the product, process and maintain quality management system while ensuring compliance with all customers’ requirements
• Responsible for reviewing and revising quality procedures and quality control instructions
• Liaise with customers / vendors / suppliers on non-conformance activities, perform root cause analysis and determine effective corrective actions to reduce or eliminate the cost of poor quality
• In charge of performing internal audits to evaluate quality system, products, and processes
• In charge of performing vendors’ and on-site audits as required
• Drive down monthly Cost of Poor Quality/ scrap

Requirements:

• Degree in Mechanical / Aeronautical Engineering / other relevant disciplines
• Minimum 5 years of experience in QMS, AS9100, NADCAP

To submit your application, please apply online to apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd

EA License No: 17C8900

Part A - Key Accountabilities and Responsibilities

• Perform internal audits and to ensure organization is in compliance to internal processes and airworthiness regulatory requirements.
• Improve / enhance internal processes through scheduled / unscheduled /surveillance audits.
• Maintain and keep up-to-date Quality manuals and training records.
• Assist and perform external supplier audits.
• Assist in external airworthiness authority and customer audits.
• Follow-up with process owners to ensure prompt and appropriate corrective actions are duly completed.
• Monitoring open audit findings, including monitoring the execution and the intended effectiveness of the actions and the monitoring of corrective action plans.
• Liaise with customers / vendors / suppliers on non-conformance activities, perform root cause analysis and determine effective corrective actions to reduce or eliminate the cost of poor quality.
• Conduct internal briefing / training for certifying staff and technicians as necessary.
• Assist in maintaining the approved suppliers list.
• Processing and monitoring of company authorization renewal and applications.
• The maintenance of quality documents and systems such as QA Manuals and database management of the quality management system.
• Drive and promote Quality and Safety Culture and participate in QEHS and other shop initiatives as necessary.
• Liaise with customers / vendors / suppliers on non-conformance activities, perform root cause analysis and determine effective corrective actions to reduce or eliminate the cost of poor quality.
• To carry-out other QA functions as required.

Part B. Required Experience, Competencies & Qualifications

• Minimum Diploma in Engineering from an accredited polytechnic (or equivalent).
• Minimum 2-3years’ experience in aerospace quality (management) systems or a quality assurance role.
• Knowledge of aviation regulation such as Part 145 EASA, FAA, CASA, SMS and AS9100.
• Knowledge of and experience with aircraft / component (parts) maintenance.
• Internal auditor trained with auditing experience is preferred. 
• Proficiency with PC tools and software.
• Good command of written and spoken English.
• Being able to work independently and good analytical skills.
• Able to communicate at all levels of the organization.

The Opportunity:

• Permanent Role
• Office Location: Central with Islandwide Pick Up
• Work Hours: Mon to Fri
• $5000 - $7500 Basic + AWS + VB

Adecco is partnering with a Global Micro Connectors & Chips Manufacturer

The Job:

• Maintain and improve the Quality Management System (QMS) to ensure compliance with ISO standards, regulatory requirements, and customer expectations.
• Coordinate internal, customer, supplier, and certification audits, including audit preparation, execution, and closure of findings.
• Manage CAPA activities, including root cause analysis, corrective actions, and effectiveness verification.
• Monitor quality performance metrics and drive continuous improvement initiatives.
• Support document control, engineering change management, calibration, and compliance-related activities.
• Collaborate with cross-functional teams and suppliers to resolve quality issues and improve processes.
• Conduct supplier audits and follow up on corrective actions and improvement plans.
• Provide quality training and guidance to strengthen QMS awareness and compliance.

The Talent

• Degree in Engineering, Quality Management or relevant discipline
• 3 - 5 years working experience in QMS, Supplier Quality and Quality Assurance
• ISO 9001 and ISO 13485 experiences
• Knowledge to ISO 14001, ISO 45001, and ISO 50001 is advantageous

Next Step

• Interested applicants, please send your resume to ayden.lee@adecco.com
• ONLY shortlisted candidates will be contacted.

Job Description:

• In Charge of auditing and assessing the suitability of suppliers
• Responsible for initiating and managing project transfer
• Responsible for guiding and implementing improvement programs as well as negotiating and balancing capacity among suppliers
• Responsible for FA Inspection of casting and machining services
• In Charge of managing the foundries which include quality and delivery performance
• In charge of handling the non-conformance parts follow up
• Responsible for checking and monitoring suppliers to ensure delivery

Requirements:

• Min Diploma in Precision Engineering or relevant
• Min 5 years of experience in Metal Machining industry with experience in QC/ Audit
• Oversea travelling is required

To submit your application, please apply online apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd
EA License No: 17C8900

Job Description:

• In Charge of auditing and assessing the suitability of suppliers
• Responsible for initiating and managing project transfer
• Responsible for guiding and implementing improvement programs as well as negotiating and balancing capacity among suppliers
• Responsible for FA Inspection of casting and machining services
• In Charge of managing the foundries which include quality and delivery performance
• In charge of handling the non-conformance parts follow up
• Responsible for checking and monitoring suppliers to ensure delivery

Requirements:

• Min Diploma in Mechanical / Precision Engineering or relevant
• Min 5 years of experience in Oil & Gas industry with experience in Supplier Quality
• Oversea travelling is required

To submit your application, please apply online to apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd
EA License No: 17C8900

Position summary

Act as a technical expert in healthcare quality and regulatory analytics. Combine advanced quantitative analysis, data engineering, and quality system expertise to build stakeholder-specific reporting, develop AI-enabled quality tools, and integrate/manage third-party quality applications to support compliance, continuous improvement, and executive decision-making.

Key responsibilities (primary)

• Perform advanced quantitative data analysis: build statistical and machine learning models for trend detection, root-cause analysis, forecasting, anomaly detection, and risk stratification

• Design, build, and maintain stakeholder-specific dashboards and reports (executive, regulatory) using Power BI tools and data visualization best practices; deliver actionable insights and data storytelling.

• Develop and maintain quality tools and automations using AI/ML/LLM technologies (NLP for document classification/summarization, automated quality checks,

predictive analytics, chat assistants for SOP/QMS guidance).

• Lead integration and lifecycle management of third-party quality software: requirements gathering, vendor coordination, configuration, data integration, testing, release coordination, and ongoing support.

• Utilize current and emerging technologies in evaluating trends to business models and healthcare quality processes

• Develop insights and translate information into actionable initiatives to ensure business outcomes

• Lead and support projects through the application of technical expertise including conceptualization, planning, design, implementation and support of quality assurance processes, systems, and quality technology solutions

• Evaluate and monitor healthcare quality processes and systems to identify areas for continuous improvement and transformation ensuring global excellence

• Initiate and lead the development of reports for key stakeholders, including executive management, using data storytelling and visualization.

• Develop and execute tools to enhance services and deliver training for internal customers or vendors on analytics outputs, tools, and integrated systems.

• Gather and consolidate regulatory and business requirements into convert them into technical specifications and implement monitoring to ensure ongoing compliance with company’s internal policies and relevant regional and local regulations.

• Develop and maintain data validation, models, and metadata; routinely assess model performance and recalibrate as required.

• Lead end-to-end analytics projects: planning, stakeholder alignment, implementation, and post-implementation reviews; document methods and SOPs.

• Support audit readiness and provide analytics-driven evidence for regulatory submissions, inspections, and internal quality reviews.

• Identify opportunities for process improvement and automation in quality workflows, pilot new technologies and scale successful solutions.

Additional responsibilities (as needed)

• Provide subject-matter expertise for cross-functional programs and global initiatives.

• Manage vendor relationships and service-level expectations for third-party tools.

• Participate in career progression and mentoring for junior analysts.

Required skills and experience

• Bachelor's degree in Statistics, Data Science, Biostatistics, Engineering, Computer Science, Information Technology, Healthcare Analytics, or related field (or equivalent experience).

• Strong quantitative and statistical skills; proficiency in data science libraries and tools

• Experience building dashboards and visualizations with tools such as Power BI, Tableau, Looker, or equivalent.

• Hands-on experience integrating and managing third-party quality/GxP systems (MasterControl, Synthesis, ServiceNow) or similar QMS/issue tracking platforms.

• Experience working with cloud platforms, databases (SQL, NoSQL), ETL tools, and APIs.

• Practical experience applying AI/ML and prompt engineering for LLMs to automate quality processes, extract insights from unstructured documents, or create assistant workflows.

• Strong data validation, data modeling, and data governance understanding.

• Excellent communication and data storytelling skills; able to translate technical findings into concise recommendations for executives.

• Experience in a regulated environment (healthcare, life sciences, medical devices, or similar) strongly preferred.

• Demonstrated ability to work cross-functionally and manage vendor/IT relationships.

Preferred

• Certifications in data analytics, machine learning, or quality management.

• Prior experience with global operations or multi-regional regulatory frameworks.

Level expectations and experience guidelines

• 3-4 years relevant experience; independently manages projects and provides expert input, recognized expert, leads complex programs with high autonomy.

Core competencies

• Analytical thinking, accuracy, attention to detail, numerical skills.

• Planning and organizing, project management, stakeholder alignment.

• Statistical knowledge, data modeling, visualization skills, automation

• Vendor and cross-functional collaboration, training and documentation abilities.

Technical requirements

• Proficiency with Microsoft Office and web-based applications.

• Familiarity with automation and orchestration tools; experience deploying AI/ML models into production.

• Language: strong written and spoken English.

Compliance and other

• Ensure ongoing compliance with company processes, regional/local legislation, and external regulations.

• May be required to perform other duties as assigned; role can involve regional and global activities

Working Hours:

Mon to Fri 9am - 6pm ( 1 day hybrid )

Our client is one of the leading players in the medical devices manufacturing sector. Due to business needs, they are now recruiting a Quality Engineer to be part of their Quality team for ongoing transformation projects. They are located in the east.

The Quality Engineer's responsible is:

• Act as the Quality representative for new product development and sustaining projects within the medical device portfolio.
• Provide quality and compliance support throughout the product development lifecycle, including design changes, design reviews, verification & validation, usability studies, process validation, and labeling activities.
• Lead risk management activities, including Risk Management Plans, Hazard Analysis, Risk/Benefit Assessments, and Design/Process FMEA.
• Partner with cross-functional teams to identify product risks, investigate potential failure modes, and implement effective risk control measures.
• Ensure compliance with ISO 13485, FDA regulations, customer requirements, and applicable quality standards.
• Develop, review, and maintain quality procedures, SOPs, and documentation to support product development and Quality Management System (QMS) requirements.
• Support internal, supplier, and external audits, including the investigation and closure of non-conformities.
• Drive continuous improvement initiatives to enhance product quality, process effectiveness, and QMS compliance.
• Serve as a Quality Subject Matter Expert (SME) and provide guidance to engineering and project teams on quality and regulatory matters.

Job Requirements:

• Degree in life science related discipline
• Min 5 years experience in quality design within medical devices sector
• Experience in ISO13485

Interested candidates who wish to apply for the advertised position, please click APPLY NOW or email an updated copy of your resume/cv.
We regret that only shortlisted candidate will be notified.

Email Address: jobs@recruitpedia.sg

Recruitpedia Pte. Ltd.
EA License No. 19C9682
EA Reg. No. R2198636 (Oh Puey Xin)

Overall Responsibilities

• Assist the Manager, QA in daily running of the department, ensuring daily checks are in place and that necessary quality, safety and compliance are adhered to

Duties & Responsibilities

• Ensure that daily quality and safety checks are in place, checklists completed and submitted to reporting officer for reference and follow-up
• Execute and monitor procedures related to daily production
• Monitor process flows and ensure its compliance to established parameters
• Evaluate the services of sub-contracted service, for example pest control, cleaning contractors, etc
• Plan and monitor shelf-life studies for current and new products
• Attend daily briefing with operation and action plan for improvement
• Assist with customer complaints or feedback and when microbiological limits have been deviated
• Conduct FSSC and ISO 22000, GMP and local food authorities’ requirements (SFA/MUIS/NEA) training for relevant staff
• Assist reporting officer in pest control routines
• Implement Workplace Safety and Health initiatives planned by QA & Compliance Manager
• Carry out other administrative and operational-related duties in and support the QA & Compliance Department
• Conduct risk assessment profiling for products, ingredients and product contact materials
• Any other duties assigned by reporting officer or Head of Department

Requirements:

• Diploma/Degree in Food Science and Technology, Food Nutrition and Dietetics
• Completed ISO, FSSC, HACCP and/or Risk Management course
• Candidates with 1 to 2 years of experience in a food manufacturing environment will be an added advantage
• Experience in ISO, HACCP, Risk Management and GMP is an advantage
• Proactive, resourceful and adaptable
• Ability to multi-task and work under pressure
• Good communications, interpersonal and team interaction skills
• Good diplomacy (to liaise with external parties such as SFA customers, vendors and other government
• Fresh graduates are welcome to apply, and training will be provided.

Quality Technician (Measurement & Testing) - 2nd shift (02:45pm to 11:00pm)

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We are looking for a detail-oriented QC Technician to join our team, performing precise dimensional inspections, maintaining measurement equipment, and ensuring accurate reporting. If you are detail-oriented and committed to quality excellence, we invite you to be part of our organization.

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Quality Technician (Measurement & Testing) - 2nd shift (02:45pm to 11:00pm)

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Key Responsibilities

• Perform various inspection tasks according to the laboratory schedule.

• Perform dimension measurements of three-coordinate, projector, height gauge, etc. according to the requirements of the drawings and issue reports.

• Perform dimension measurements of process start-up parts and process inspection parts according to the requirements of the inspection work instructions and feedback the results.

• Responsible for annual product dimension inspection and reporting.

• Responsible for the implementation of 5S in the measurement room.

• Regularly inspect the measuring equipment and monitor the ambient temperature and humidity as required.

• Promptly escalate any non-conforming items or equipment issues to superiors.

• Summarize and archive various records and reports.

• Participate in the annual review of measuring tools and the provision of MSA data.

• Participate in the acceptance of measurement auxiliary tooling and process inspection tools.

• Perform any additional tasks as assigned by Reporting Manager.

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Qualifications and Requirements

• Diploma in Mechanical Engineering, Polymer Materials, or a related field.

• Candidates with strong relevant experience may be considered without a formal diploma.

• Minimum 2 years of experience in CMM operation.

• At least 2 years of experience in measuring injection-molded parts.

• Knowledge of GD&T and able to quickly read the drawings, understand the measurement requirements and measure according to the drawings.

• Able to independently write CMM programs and operate three-coordinate measuring machines, and those who know Wenze or Zeiss three-coordinate measuring machines are preferred.

• Able to use Three-coordinate CMM, FARO joint arm measuring instrument, projector, height gauge, roughness meter, micrometer, plug gauge, etc.

• Strong written and verbal communication skills in English.

• Willing to travel overseas for training as required.

• Willing to work flexible shifts as required by operational needs.

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Benefits:

• Dental insurance

• Health insurance

• Professional development

• Free Parking

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Experience:

• Operating CMM machines: 2 years (Required)

• measurement/quality inspection: 2 years (Required)

• measuring injection molding part: 2 years (Required)

• CMM programming: 2 years (Required)

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License/Certification:

• CCC Certification (Required)

• GDAT (Required)

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Location:

• Singapore 768741 (Required)

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Work Location: In person

Job Summary
Responsible for strengthening and maintaining a consistent Quality Management System across affiliates in the Asian region, while coordinating with global, regional, and local stakeholders to ensure effective implementation and operational alignment.

Key Accountabilities
1)      Design and oversee risk-based GMP/GDP audit programs covering Asian LA (Sales sites and Manufacturing sites) 

2)      Review and approve local SOPs to ensure alignment with PIC/S GMP and Global SOPs. 

3)      Design and deliver regional QA training programs (including not only QA-related skill development but also career development program such as organizational management and mindset-building skills) and evaluate training effectiveness for Asian LA (Sales sites and Manufacturing sites). 

4)      Establishment and monitoring of common quality related KPIs for Asian LA (Sales sites and Manufacturing sites), and lead continuous improvement activities (e.g. Leading Asian Management Review Meeting) utilizing these KPIs.

5)      Oversee introduction and operation of GMP-related computerized systems owned by Global Quality for Asian LA (Sales sites and Manufacturing sites)

6)      Identification of QA related challenges and indication of solutions through establishment and operation of regular/ad-hoc communication with QA members in Asian LA (Sales Sites and Manufacturing Sites)

7)      Ensure effective end-to-end change management across manufacturing, regulatory, and supply chain functions. 

8)      Lead quality issue management, including deviations, complaints, supply impact assessment, and recall risk escalation. 

9)      Operation of the RHQ organization, including setting and managing team policies and objectives; securing and developing resources required for business execution; establishing opportunities for communication with stakeholders; planning and implementing operational improvements; and maintaining and improving the workplace environment.

Qualifications / Required

• Master’s degree in pharmacy, physics, or chemistry. Pharmacist license is preferred.
• Extensive experience in GMP/GDP audits, including CAPA review and effectiveness evaluation. 
• Strong understanding of PIC/S GMP, ICH Q7, ICH Q9, and ICH Q10 and QA operation experience (more than 15 years)
• Experience as a QA lead during regulatory inspections. 
• Ability to design risk-based audit and quality KPI frameworks. 
• Proven capability in SOP harmonization and document control using globalized computerized systems. 
• Experience in QA training design, auditor development, and training effectiveness evaluation (e.g., Kirkpatrick model). 
• Strong English/Japanese communication skills for meetings, documentation, and executive reporting. 
• Knowledge of CSV, data integrity, and GMP computerized system implementation. 
• Experience in cross-functional leadership, and organizational management in multicultural environments, including the following:

1. Experience in identifying required skills and competencies by back casting from organizational objectives
2. Experience in defining recruitment requirements (Job Descriptions), participating in candidate selection, and designing onboarding processes
3. Experience in succession planning with a focus on key roles and successor development
4. Experience in designing role- and level-based training frameworks (e.g., Technical, Leadership, Compliance)
5. Ability to design communication strategies that take into account on-site resistance and cultural gaps
6. Experience in cross-functional collaboration with multiple disciplines (e.g., QA, RA, Manufacturing, HR)
7. Ability to clearly explain proposals and build alignment with executive and senior management
   

Preferred
Project management experience involving affiliates located in multiple countries; Project Management Professional (PMP) or equivalent qualification preferred.