Key Responsibilities:

• Develop and deploy energy management applications on cloud infrastructure (e.g., AWS, GCP or Azure etc)
• Working with databases such as PostgreSQL, NoSQL databases, and search engines such as MongoDB, Cassandra, and Elasticsearch
• Integrating field devices working on different industrial protocols such as Modbus, OPCUA, IEC104
• Handling and integrating different components in cloud computing infrastructure and platforms.
• Benchmarking the developed solutions among different cloud platform tools.
• Development of necessary APIs for energy management applications
• Cloud Security development

Requirements:

• Experience of designing scalable solutions with proficiency in use of data structures and algorithms
• Capability to architect highly scalable edge implementation using open-sourced tools
• Min. 5 years of hands-on programming experience with Python, JavaScript, Golang, or equivalent
• Strong understanding of RESTful API design practices
• Strong understanding of SQL, NOSQL database modelling, and query optimization
• Experience in troubleshooting in a production environment
• Understanding of container-based deployment
• Experience in a cloud-based environment with PaaS & IaaS
• Familiar with IOT protocols and tools such as MQTT, KAFKA etc will be a plus.
• AWS, GCP, Azure IOT runtime experience
• Capability to architect highly scalable distributed data pipelines using open-sourced tools and big data technologies such as Hadoop, HBase, Spark, Storm, and ELK
• Desirable – Deployment practices on AWS, GCP, Azure
• Desirable – Knowledge in energy management systems, micro-grids
• A bachelor’s in computer science, computer engineering or equivalent

About Certis

We are a leading security services organisation. We put technology to work in making the world a safer place. Our mission is that as trusted partners, we protect lives and assets, and deliver integrated critical services. By empowering our people, our goal is to enable our communities to stay safe and thriving. We offer a broad range of opportunities and career pathways for our people to grow and explore their potential. We believe that people, equipped with innovative thinking and technological capabilities will make the world safer, smarter and better.

Life at Certis

If you are a passionate individual looking for opportunities to expand your skills, and purposeful work instead of just a ‘job’, we would love to hear from you. At Certis, no two days look alike. Our work calendars are filled with chances to collaborate with others, and bring new initiatives to life. Whether you’re looking to improve a process, or have an innovative idea awaiting a technology solve, we want you to bring your ideas to the table. We are a close-knit team that looks out for each other, works hard to get the job done, and encourages each other to grow – the perfect place for you to grow your career!

All the responsibilities we will trust you with:

In this role, you will be part of the Certis strategic growth of technology business in smart building & precinct solution-based offerings. This encompasses electronic security systems, monitoring Business, and IT/OT convergence business. The Infrastructure Architect is responsible for the design and implementation of infrastructure solutions for on premise, cloud and hybrid environment.

• Design and develop infrastructure blueprints for the project systems requirement
• Documentation of architecture specification
• Perform capacity planning and sizing
• Handle third party vendors and partners for project implementation
• Handle customer enquiries and discussion
• Perform impact analysis and design modifications for change or service requests

Your areas of knowledge and expertise that matter most for this role:

• Bachelor's degree in computer science, engineering or equivalent
• 10-year plus experience working in the same or similar role
• 3-year plus experience working in Azure/AWS computing environment
• Preferably with Microsoft Certified Azure Solutions Architect Certification or AWS Certified Solution Architect.
• Technical knowledge on SAN, Load Balancer, Firewall, VM Hypervisor, Backup and Restoration, Networking and Cloud Native Stack
• Proficient in VMware virtualization suite including vSAN, able to install, design and support VMWare infrastructure.
• Proficient in enterprise backup solution. Responsible for backup and restoration strategy, performance tuning and to ensure system RPO and RTO are met.
• Good hands-on experience in AWS and Azure Cloud services including IaaS, SaaS and PaaS.
• System cyber security vulnerability and CIS compliance management.
• Strong verbal and written communication skills. Able to communicate with both technical and non-technical audiences
• Ability to keep abreast with industry trends and new emerging technologies to meet with tomorrow needs
• Singapore Government projects implementation and security experience/background will be an advantage

What you can expect from us:

• Work on projects for world-class security projects renowned for their safety, reliability and efficiency
• Commitment to your ongoing development, including on-the-job opportunities, formal programs and assistance with further education
• Community volunteering opportunities
• A competitive remuneration package, featuring performance-based incentives and a medical insurance and dental allowance.

• Develops infrastructure platform project plans using MS project, specifying goals, dependencies, identification of risks, project issues and contingency plans in SharePoint
• Participate in regular portfolio & project meetings with the global teams for gathering information and timelines required on different programs.
• Work with business units (BU) to understand issues and risks and respond to their requests for new Services –Sales Orders/Change Requests / Contracts to grow the business.
• Ensure quality of service and managing cost of delivery by looking at better ways to provide service in a cost efficient manner.
• Continually evaluated the delivery & effectiveness and make corrections to ensure quality of the services are at the best level.
• Responsible for execution of Oracle Cloud Infrastructure setup & its related projects with respect to Oracle Global Business Unit Cloud Services (GBUCS) which includes the entire project lifecycle, including project initiation, project delivery, stakeholder management, post implementation reviews and project close out & handover
• Troubleshoot and resolve infrastructure-related issues in production and non-production environments.
• Involve in release management activities
• Develop and maintain infrastructure as code using tools like Terraform, CloudFormation, or Ansible.
• Collaborate with software engineering teams to ensure that infrastructure requirements are integrated into the development process.
• Monitor and optimize system performance, reliability, and cost-effectiveness.
• Document system configurations, procedures, and troubleshooting steps to facilitate knowledge sharing and training

Requirement:

• Bachelor's degree in Computer Science, Engineering, or related field (or equivalent experience).
• Proven experience as a platform infrastructure engineer, or similar role
• Strong understanding of networking concepts and technologies, including VPCs, subnets, routing, and security
• Hands-on experience with cloud computing platforms such as AWS, Azure, or Google Cloud Platform.
• Experience with project management software such as Microsoft Project, Jira, or Trello
• Strong understanding of platform deployment technologies, along with networking, servers, storage, and cloud computing
• Experience with cloud-based infrastructure services such as Microsoft Azure or Amazon Web Services (AWS).
• Knowledge of PowerShell scripting for automation

NCS is a leading technology services firm, operating across Asia Pacific in over 20 cities, providing services and solutions in consulting, digital services, technology, and more.

We believe in utilizing the power of technology to make extraordinary things happen and to create lasting impact and value for our people, communities, and partners. Our diverse 12,000-strong workforce has delivered a wealth of large-scale, mission-critical, and multi-platform projects for governments and enterprises in Singapore and the APAC region.

We’re searching for a Senior Software Engineer to be part of our diverse team of talent here at NCS!

If you believe in going above and beyond, want to exemplify the best, and wish to bring people and technology together like never before, then we would love to have a conversation with you!

What we seek to accomplish together:

Project Delivery

• Analyse process/program specifications & translate specifications to program codes, conforming to program guidelines and programming best practices
• Make changes to configurable items, which include hardware, software, documentation, etc. It covers configuration management planning, configuration identification, configuration controls & audits
• Develop unit test package, execute tests & document test results to ensure the quality of the program
• Assist in the integration testing, system testing, User Acceptance Test (UAT) & implementation activities to fix the reported problems/bugs of the system to ensure the smooth execution of programs in the production environment
• Investigate all reported problems/errors & initiate amendments & testing so that the system can operate correctly & efficiently
• Prepare & maintain up-to-date system documentation.
• Analyse functional requirements to translate into application design using established design methodologies and guidelines
• Ensure codes comply with NCS security guidelines

Teamwork

• Work with team lead to ensure design and programme codes conform to architecture and design standards, and that design satisfies functional and system requirements
• Participate in requirements gathering; work with Business Analysts in reviewing and refining functional specifications
• Participate in peer reviews to improve project quality

A little about you:

• Preferably 5-10 years’ experience with substantial project work in software development
• Possess relevant system development / maintenance experience using .Net/Java-related technologies (such as but not limited to C#, ASP.Net, VB.Net, .Net Core, Web API, SQL Server Database, MySQL, HTML, CSS, JavaScript framework, Java GUI frameworks like Swing, SWT, AWT, RESTful Web Services, Struts, Spring, Angular
• Possess initiative and disposition with a strong commitment and orientation towards results and high-quality standards
• Strong problem-solving skills and ability to think out of the box
• Team player with strong communication and interpersonal skills
• Self-motivator with a positive attitude and with high energy
• Customer focused
• Proficient in written and spoken English
• Diploma / Degree in Computer Science / Computer Engineering / Information Technology related field, or IT equivalent
• Able to travel as required

What you might also need to have:

• Knowledge on cloud technologies such as AWS and Microsoft Azure Cloud
• Knowledge or experience in Outsystems
• DevOps knowledge, understanding of major DevOps tools

• Working hour: 9am – 6pm (Monday – Friday)

• Company located at Woodlands

• AWS + Variable Bonus

• Excellent Welfare & Benefits

• Well Established MNC Semiconductor Company

Job Scope

• Software sustaining and continuous improvement of current machine’s software.
• Responsible for software feature development and enhancement based on customer requirements.
• Provide supporting and troubleshooting to on-site software issues.
• Review and update the user requirement documents and operation procedures.
• Collaborate with mechanical, electrical, application team to implement new hardware feature or software feature to equipment.
• Develop and enhance software utilities to improve equipment setup and easy operating abilities.

Requirement

• Degree or Master in Electrical / Electronic / Computer Engineering or equivalent
• 3 – 5 years of relevant experiences in software development
• Hands-on experience with OpenCV or Cognex CVL will be an added advantage

Candidates are encouraged to apply this position via Apply Now button with the following information in the resume:

• Work experiences and job responsibilities
• Current and Expected salary
• Reason for leaving
• Date of availability
• Education background

We regret that only shortlisted candidates will be contacted.

KHOO SOT MEI (R21102604)

EA Recruitment Pte Ltd

EA License No: 21C0492

Interested applicants are invited to apply directly at the NUS Career Portal.

Your application will be processed only if you apply via NUS Career Portal.

We regret that only shortlisted candidates will be notified.

Job Description

Responsibilities:
• Develop and maintain web applications using Python, HTML, and ReactJS.
• Design and implement front-end interfaces using modern JavaScript
frameworks.
• Collaborate with the design team to create user-friendly and visually appealing
interfaces.
• Write clean, maintainable, and efficient code following best practices.
• Perform code reviews to ensure code quality and adherence to coding
standards.
• Troubleshoot and debug issues across the entire stack.
• Optimize applications for maximum speed and scalability.
• Stay updated on emerging technologies and trends in web development.
• Work closely with cross-functional teams to gather requirements and translate
them into technical solutions.
• Participate in sprint planning, daily stand-ups, and other agile ceremonies.

Requirements

Requirements:
• Bachelor's degree in Computer Science, Engineering, or related field.
• Proven experience as a Full Stack Developer or similar role.
• Proficiency in Python, HTML, CSS, JavaScript, and ReactJS.
• Strong understanding of web development concepts such as RESTful APIs, MVC
architecture, and responsive design.
• Experience with version control systems such as Git.
• Familiarity with database systems such as SQL and NoSQL.
• Excellent problem-solving and analytical skills.
• Ability to work independently and in a team environment.
• Strong communication and interpersonal skills.
• Attention to detail and a passion for writing clean, well-organized code.

Qualifications

Preferred Qualifications:
• Experience with other front-end frameworks such as Angular or Vue.js.
• Knowledge of server-side technologies such as Flask or Django.
• Experience with cloud platforms such as AWS or Azure.
• Understanding of DevOps principles and CI/CD pipelines.
• Familiarity with Agile methodologies such as Scrum or Kanban.

Join us in building innovative and cutting-edge web applications that make a difference.
If you're passionate about technology and enjoy working in a collaborative environment,
we'd love to hear from you.

Apply now and take the next step in your career as a Full Stack Developer!

About the role: We are seeking a highly skilled and experienced Cloud Architect to join our Global Transformation Company. As a Cloud Architect, you will play a crucial role in designing and implementing cloud-based solutions to enhance the efficiency and effectiveness of our client’s healthcare services. Your expertise will contribute to the advancement of our digital transformation journey, ensuring secure and scalable cloud infrastructure.

Responsibilities:

· Designing and implementing cloud-based solutions that align with the organization's strategic goals.

· Collaborating with cross-functional teams to identify business requirements and translate them into technical solutions.

· Developing cloud architecture blueprints and implementing best practices for cloud-based environments.

· Evaluating and selecting suitable cloud technologies and platforms to meet organizational needs.

· Ensuring the security, reliability, and availability of cloud infrastructure and services.

· Optimizing cloud resources and managing costs effectively.

· Collaborating with stakeholders to create and maintain a cloud governance framework.

Qualifications & Experience:

· Bachelor's degree in Computer Science, Information Technology, or a related field.

· Proven experience as a Cloud Architect or in a similar role.

· In-depth knowledge of cloud platforms such as AWS, Azure, or Google Cloud.

· Experience with cloud architecture design patterns and best practices.

· Strong understanding of network security, data protection, and disaster recovery in cloud environments.

· Familiarity with healthcare data privacy and compliance regulations (e.g., HIPAA).

· Excellent problem-solving and analytical skills.

· Strong communication and collaboration skills to work effectively with cross-functional teams in a healthcare setting.

Skills:

· Outstanding interpersonal and communication skills.

· Strong planning, organization, and time management skills.

· Proficiency in Clinical Information Systems

· Demonstrable success in stakeholder interactions, delivering aligned solutions.

· Familiarity with clinical environments and terminology.

· Strong values of integrity, commitment, and self-improvement.

· A methodical, thorough yet flexible approach.

· Process-driven mindset.

Our client is from Medical industry. They are looking for a Software Programmer to assist their team for the next phase of their business. They are located in Central - easily assessable.

Duties:

• Participate in the analysis of project requirements discreetly.
• Collaborate closely with development teams to design and implement software solutions, adhering to microservice architecture while maintaining confidentiality.
• Take a lead role in designing, building, and maintaining software applications and APIs for both new and existing backend services, ensuring data privacy.
• Write code following industry best practices and standards, primarily using .NET programming languages, with a focus on confidentiality.
• Perform rigorous testing and oversee the deployment of applications and systems privately.
• Contribute to the optimization and enhancement of existing software solutions while ensuring data security.
• Actively engage in code reviews and provide constructive feedback to peers, maintaining confidentiality throughout.
• Stay up-to-date with emerging technologies and industry trends, discreetly applying relevant knowledge to projects.
• Collaborate with cross-functional teams to troubleshoot and resolve software defects and issues confidentially.
• Participate in the documentation of software design, implementation, and maintenance processes, ensuring accuracy and privacy.

Requirements:

• Min Diploma / Degree in Computer Science or IT or any relevant field.
• Min 3 years of working experience in relevant field
• Experience in SQL is a must
• Experience in .NET languages is a bonus

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: [email protected]

Recruitpedia Pte. Ltd.

EA License No: 19C9682

EA Reg. No. R23115873 (New Jirn Tone)

Responsibility

• Responsible for the overall design of a project and mapping of client's business requirements to system/technical design.
• Ensurethe system and deliverables are within the scope of the contractual requirements
• Work as a part of the team along with the Project Manager to meet project targets and quality objectives
• Provide effort estimation and work execution plan for overall project
• Lead and mentor members of the project team; coach on best practices; provide hands-on advice
• Be consultative to the client and the team throughout the project duration
• Participate and lead project meetings, when needed
• Involve in trouble-shooting, optimizing and fine-tuning of the applications
• Produce relevant project design documents such as System Design Specification
• Create a positive team environment and coordinate work effort of each team member in a cohesive fashion
• Interact effectively with stakeholders at all levels
• Assist in tender bidding / pre-sales activities wherever requires
• Represent the company in a professional manner at all times and build positive relationships with clients and partner to the company’s benefit.
• Any other adhoc duties as assigned.

Requirements:

• Bachelor's Degree in Computer Science or equivalent work experience
• Have at least 4 years of hands-on working experience in technologies relating to e-Business / e-Government
• Possesses skills to perform and organize tasks such as data migration, performance tunning, security scanning and fixing, etc.
• Have at least gone through 1 SDLC performing similar role
• Knowledge of web-based systems architecture, service-based architecture, enterprise application architecture as well as experience managing expectations when balancing alternatives against business and financial constraints
• Shall possess broad technology knowledge, the ability to architect robust solutions in the areas of Java based technologies and define detail technical work plan for a project from a End-to-End perspective
• Must possess in-depth knowledge and extensive hands-on experience in these technologies;
  • Core java, OO Concepts, Java platform with JSP/Servlets/XML/Web Services, HTML/Javascript/Ajax, Hibernate / Spring / Struts Framework
  • Database design experience on Oracle and MS SQL Server
• Must demonstrate good judgment and pragmatic approach to delivering a solution that optimizes architecture activities across company needs, business constraints and technological realities
• Possess strong presentation, written and verbal communication skills
• With consistent focus on quality, meeting established timeline and budget
• Have positive attitude to meet new challenges

Interested applicants please email or contact,

[email protected]

Jensen Fang Lifa

Recruit Express Pte Ltd

EA License No. 99C4599

EA Personnel Registration Number: R2197080

We regret that only shortlisted candidates will be contacted.

PRODUCT AREA

In Google Search, we're reimagining what it means to search for information – any way and anywhere. To do that, we need to solve complex engineering challenges and expand our infrastructure, while maintaining a universally accessible and useful experience that people around the world rely on. In joining the Search team, you'll have an opportunity to make an impact on billions of people globally.

JOB DESCRIPTION

Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

With your technical expertise you will manage project priorities, deadlines, and deliverables. You will design, develop, test, deploy, maintain, and enhance software solutions.

Qualifications

JOB RESPONSIBILITIES

• Investigate, design and develop services
• Integrate, finetune and improve existing ML models and services
• Evaluate existing ML models, services and metrics
• Collaborate closely with other team members to deliver features end-to-end

MINIMUM QUALIFICATIONS

• Bachelor’s degree or equivalent practical experience
• Experience with software development in one or more programming languages (e.g., Python, C, C++, Java)

PREFERRED QUALIFICATIONS

• Experience with applied Machine Learning, including but not limited to training, deploying, serving and monitoring on ML models
• Experience with technologies including but not limited to large language models, large image models, multi-modal models, encoders, classical machine learning models

Reporting to the Lead Engineer, Design & Engineering, you shall be an integral member of Design team in providing project support on the design, construction and commissioning of specialised aluminium high-speed workboats.

Selected candidates will have the opportunity to work with cross functional teams from design conceptualisation, project execution to delivery.

Key Responsibilities:

• Performing ship’s basic and detailed design and integration.
• Developing shipyard standards and assisting in preparing vessel’s technical specifications.
• Follow through on assigned projects from design review to production completion.
• Evaluating vendor’s proposals to ensure the scopes of service/supply and lead time meet project requirements.
• Working with QA/QC to define acceptance criteria for inspection, test and trials to ensure that vessels meet Owners' standards and specifications.
• Attending test and trials, and assisting in data evaluation, fault finding and failures analysis.

Basic Requirements:

• Candidates must have at least three to five years’ experience in a similar capacity in the marine and offshore industry, and tertiary qualification in Naval Architecture or a related field. possess at least a NITEC or Higher NITEC or Diploma in Naval Architecture.
• Candidates with more years of proven track record will be offered the role of Senior Engineer
• Good working knowledge of class rules and international regulations.
• Specialised knowledge in an engineering field (eg Mechanical or Electrical) is advantageous.
• A team player who is able to work independently with vendors, Class and owner representatives to achieve timely design approval.
• Good communication skills, confident in spoken and written English.
• Proficient in relevant Microsoft Office programs including MS Project, AutoCad and ShipConstructor.
• Working knowledge of design and 3D ship modelling software will be a plus point.

Others:

• 5.5 days work week
• Two-way company transport provided to and from Boon Lay / Lakeside

Your remuneration will commensurate with your experience and qualification.

Your career advancement will depend on your attitude and contributions.

KEEP CALM AND JOIN US!

Interested applicants please forward your detailed resume to

Penguin International Limited

21 Tuas Road

Singapore 638489

Only shortlisted candidates will be notified.

Thank you for your interest.

Responsibilities

· Manage a team of high calibre Software Engineers

· Recruit, hire, mentor, and coach Software Engineers

· Manage and execute against project plans and deliver commitments within a professional, high paced engineering environment

· Interface with internal/external customers to understand requirements, set priorities, and communicate direction and progress

· Define project scope, timelines, and resource allocation

· Drive improvements in software engineering practices

· Submit proposals and progress reports

· Design/Architect new software products

· Create product roadmaps for existing & new software products

· Keep abreast of current industry trends

Requirements

· Degree in EEE/Computer Science/Computer Engineering or equivalent

· Minimum 8-10 years of technical experience in software development

· Experience designing software architectures for scalability, reliability, and performance

· Solid critical-thinking and decision-making skills

· Proficient in finding creative solutions to complex problems

· Ability to collaborate with and lead colleagues

· Excellent verbal and written communication skills

· A passion for people management and mentorship

· Strong leadership, communication, and organizational skills

· Knowledge of professional software engineering and best practices for the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations

· Working location is in Ang Mo Kio

· Singaporeans Only

Please submit resumes to [email protected] with the following details in MS Word format:

- Position applying for

- Current remuneration

- Expected remuneration

- Notice period

John Goh Meng Chye

EA License No : 06C4642

EA Reg No : R1102621

We regret that only shortlisted candidates will be notified.

About Us

Seventh Sense is a deep-tech AI company founded in Singapore that specializes in Face Recognition (FR) and Edge-AI machine vision technology.

Our mission is to solve the problem of running computationally intensive deep learning AI models without costly GPUs or cloud-based supercomputers. We make it possible to achieve GPU-grade machine vision performance on commoditized and ubiquitous hardware such as the everyday CPUs, mCPUs, embedded systems, and compute-constrained devices. This technology enables us to build products that will make our cities and communities smart and safe.

Today, Seventh Sense’s Face Recognition engine accuracy is ranked amongst the top in NIST, LFW, IJB-C, and other industry benchmarks and we are proudly partnered with leading industry associations such as OpenCV.

We are backed by well-known international investors and recognized local investors, such as CapVista (the strategic investment arm of Singapore’s Defense, Science and Technology Agency within the Ministry of Defense).

Job Description

We are seeking a dynamic and experienced Product Owner with a Computer Engineering/Science degree and strong background in Agile product development, and extremely high grade communication skills. The ideal candidate will have over 10+ years of experience in taking complex business ideas to successful product launches and leading cross-functional teams through different phases of product development life cycle.

Responsibilities

• Lead cross-functional teams through IT product development life cycles.
• Lead multi-disciplinary teams in IT product lifecycle.
• Develop and maintain end-to-end product deliverables with high efficiency.
• Efficiently manage deliverable of comprehensive product solutions from inception to completion.
• Collaborate with senior product managers to define roadmaps and goals.
• Engage in Agile product development practices, including stakeholder engagement, roadmap definition, and PI objectives.
• Liaise with clients and internal teams across diverse geographic locations, and foster client relationships.
• Implement and promote Agile practices within team settings.
• Simplify complex requirements into actionable user stories and tasks.
• Actively participate in Sprint Planning, Retrospectives, and Program Increment (PI) Planning sessions.

Qualifications

• Bachelor’s in Computer Engineering or Computer Science
• Proven experience as a Product Owner or similar role (7+ years)
• A profound understanding of Agile methodologies and project management tools, including but not limited to Jira, Confluence, Redmine, as well as Agile frameworks like Scrum, Kanban, SAFe Agilist, and Lean Agile.
• Clear understanding of software development tools such as DevOps (CI/CD), Docker, Kubernotes, etc.
• Certified Scrum Product Owner (CSPO)
• Excellent communication, negotiation, and leadership skills
• Having an AWS Cloud certification is a plus
• Proficiency in Data Analytics, Business Intelligence and Data Visualization
• Experience using SalesForce

As a Video and Image Analyst, you will play a crucial role in analyzing and interpreting visual data from various sources, including live streaming video, surveillance footage, and recorded media. Your insights will contribute to informed decision-making, process improvement, and overall organizational success.