2X is the global leader in B2B marketing as a service (MaaS), a subscription-based alternative to traditional B2B marketing delivery models. Offering AI-enabled B2B marketing talent and strategic consulting, 2X allows marketing leaders to accelerate growth in today’s resource-constrained environment and to deliver measurable results without increasing budgets. 

Founded in 2017 by three former CMOs from major global corporations, our mission at 2X is to improve marketing performance with powerful, data-driven campaigns that help businesses create more visibility, generate leads, and increase competitive advantage—twice as fast, and with double the impact. 

2X is composed of world-class marketing strategists, developers, analysts, designers and writers who work together to build, run, and optimize marketing. Our company is growing fast, and we’re looking for the best talent to join our pioneering MaaS team. 

2x (Formerly StraightArrow Corporation)

The Data Analyst is responsible for gathering and analyzing data from a variety of sources to identify trends in market performance, customer behavior, and the effectiveness of marketing campaigns. This involves using statistical tools and methods to process and interpret large dataset and using BI platforms to create visualizations comprehensible to a broad audience. They collaborate closely with the marketing team and other functions to convert raw data into valuable insights that drive key business decisions.

Key Accountabilities and Responsibilities:

<ul>
	<li>Database Management: Ensure the overall health of the database, including improving and maintaining data accuracy and relevance, managing data imports and ensuring the uniqueness of records within the CRM, and implementing logical and strategic segmentation.</li>
	<li>ABM Research: Create account dossiers through the gathering of insights and data about target accounts to inform and personalize marketing/sales strategies and tactics.</li>
	<li>Reporting and Visualization: Create reports and dashboards to visualize data insights and present findings to stakeholders, helping them make informed decisions.</li>
	<li>Data Analysis: Analyze large datasets to identify trends, patterns, and insights that can inform marketing strategies.</li>
	<li>Stakeholder Management: Understand, engage, and influence stakeholders to ensure their needs are addressed, building a good rapport with stakeholders.</li>
	<li>Cross-Functional Collaboration: Work with MarOps, Campaigns, Design, and Content to analyze gaps and opportunities.</li>
	<li>Campaign Optimization: Collaborating with marketing teams to optimize campaigns based on data-driven insights, such as adjusting targeting strategies, refining messaging, or reallocating budget.</li>
	<li>People Management: Serve as a senior buddy to data associates, offering guidance and support to foster their learning and development.</li>
</ul>

Data Analyst

Peroptyx is a provider of location-based machine learning (ML) training data and model evaluation solutions to leading global consumer technology brands.

Customers benefit from unique data security and identity innovations which minimise bias and errors in ML training data and model evaluation solutions delivered from 26 countries.

The Peroptyx platform integrates personalized authentication, onboarding, use-case education, performance analytics and compensation experiences for its global community of domain expert data analysts - who ensure Peroptyx always delivers higher quality training data and feedback to accelerate ML model performance improvement.

Peroptyx Data Annotation and Model Evaluation solutions are designed for Product and Data Science leaders who place high fidelity, location-based training data at the heart of their AI.

Peroptyx Limited

For thousands of years, maps have provided humans with the knowledge they need to make decisions. As a Maps Evaluator, you will have the opportunity to provide ground truth for your town, city or country.

At Peroptyx, we are looking for Data Analysts who will review mapping data for digital mapping applications. Your research capabilities will validate and ensure that the navigation of certain routes are accurate and safe.

As part of this role, you will verify that business names and opening hours are correct. You will check that the distance from a starting point to an end destination is listed accurately, resulting in better user experiences.

With this job you can plan your days around this highly flexible working schedule, work weekends or late evenings, all from the comfort of your own office. The flexibility of our roles minimizes the impact on your daily routine. So, whether you are a student looking to earn as you learn, a retiree looking for a new challenge, a part-time/full time professional or a work from home parent, Peroptyx has the right role for you!

Benefits·

<ul>
	<li>Work up to 20 hours per week.</li>
	<li>Earn a competitive rate of pay.</li>
	<li> Develop your research skills.</li>
	<li> Avoid the long commute.</li>
	<li>Work from the comfort of your home office.</li>
	<li>Enjoy the flexibility of setting your own working hours!</li>
</ul>

Apply Online Today!

This is a freelance, independent contractor position.

Yondu is a Philippine-based IT solutions company owned by Globe Telecom. We empower businesses across various industries through a wide array of innovative technology solutions to help them scale in the new digital economy. Our mission is to create happier technological experiences by turning great ideas into excellent and valuable business solutions.
If you’re looking to advance your career in the IT industry, Yondu is the best place to be. You will be a part of a young, dynamic culture that always pursues innovation and growth. As a Yondude, you’ll gain fresh perspectives from a team of knowledgeable and competitive individuals and learn how to develop cutting-edge business solutions that go above and beyond. You’ll also enjoy collaborating with brilliant and fun people who are ready to take on the world.
Established in 2001, our company has grown exponentially, and we’re always on the lookout for highly skilled and competitive individuals to innovate and evolve with. If this sounds exciting for you, #BeAYondude, and leverage your expertise to help us achieve our ultimate goal of going above and beyond!
Join us and grow your career in the IT industry!

YONDU INC.

Responsibilities:

<ul>
	<li>Collect, clean, and analyze large datasets from multiple sources</li>
	<li>Write efficient SQL queries to extract and analyze data</li>
	<li>Develop interactive dashboards and reports using Power BI</li>
	<li>Use Python to automate data analysis and reporting tasks</li>
	<li>Collaborate with business stakeholders to understand reporting needs</li>
	<li>Ensure data accuracy, consistency, and reliability.</li>
</ul>

Nice to Have

<ul>
	<li>Experience with other BI tools (Tableau, Looker, etc.)</li>
	<li>Basic knowledge of ETL processes and data pipelines</li>
</ul>

As a Data Analyst you will be responsible for turning data into information, information into insight, and insight into business decisions. You will conduct full lifecycle analysis to include requirements, activities, and design. Data analysts will develop analysis and reporting capabilities and will also monitor performance and quality control plans to identify improvements. 
 
Duties and Responsibilities:

<ul>
	<li>Data Transformation: Convert raw data into meaningful information that can guide business strategies.</li>
	<li>Lifecycle Analysis: Manage the entire lifecycle of data analysis, from gathering requirements to activity coordination and design implementation.</li>
	<li>Develop reports and refine analysis and reporting tools to provide clear insights into business performance.</li>
	<li>Continuously monitor and assess performance metrics to ensure optimal operation and identify areas for improvement.</li>
	<li>Implement and oversee quality control measures to maintain the integrity and accuracy of data analysis.</li>
	<li>Synthesize complex data sets to extract key trends and insights that drive decision-making processes.</li>
	<li>Work closely with cross-functional teams to prioritize data and analytics needs and support data-driven decisions.</li>
	<li>Proactively seek out and recommend process enhancements to streamline data collection and analysis procedures.</li>
	<li>Constantly monitor, refine and report on the performance of data management systems.</li>
	<li>Maintain a corporate repository of all data analysis artifacts and procedures.</li>
	<li>Ensure that all company policies, procedures, programs and instruction are carried out</li>
	<li>Be familiar and understand company compliance standards. Must be fully aware of his/her responsibilities and competent to carry them out to the required standards.</li>
	<li>Must report all compliance matters openly and honestly to their Compliance Officer in accordance with the reporting requirements operated by the Compliance Officer.</li>
	<li>Must operate a process within his/her department to ensure that all relevant compliance matters are identified and reported.</li>
	<li>Perform other functions as may be assigned.</li>
</ul>

SuiteStudio Operations, Inc. is a progressive company specialising in excellent-quality design, web development, finance support, and online merchandising, particularly on NetSuite Suitecommerce Platform. We offer extremely competitive compensation and benefits in accordance with skill levels and qualifications, and provide a warm, healthy work environment in Pasig City's central business district.

 Kitchen Warehouse (http://www.kitchenwarehouse.com.au) is Australia's #1 Online Retailer for top quality kitchen and homewares.

Suitestudio Operations Inc.

As the Junior Engineer or Data Analyst you won’t just be consuming data; you will be helping to curate it. Working within the Google BigQuery ecosystem, you will handle the transition of data from its "Silver" (cleansed) state to its "Gold" (business-ready) state. You’ll spend your day split between writing SQL/dbt and designing high-performance business reports in Looker Studio as well as Power BI.

<ul>
	<li>Visualization &amp; Reporting: Build and optimize intuitive dashboards in Looker and Power BI.</li>
	<li>Semantic Layer Management: Write and maintain LookML (Looker’s modeling language) to ensure metrics are defined once and used everywhere.</li>
	<li>Data Transformation: Perform "Analytics Engineering" tasks using dbt—writing modular SQL to clean, join, and aggregate raw data into curated tables.</li>
	<li>Data Quality &amp; Governance: Use Dataplex to document data assets and ensure that the dashboards you build are powered by high-quality, governed data.</li>
	<li>Collaboration: Work closely with Senior Data Engineers to understand upstream changes and with business users to translate their questions into technical requirements.</li>
</ul>

We are a boutique software consultancy with offices in Singapore, the UK, and the Philippines.

We specialise in enterprise platforms that perform well, scale better and are easy to maintain. We use state-of-the-art mobile, web, and distributed/cloud computing technologies.

Our Clients include established companies and start-ups in the financial services, energy, telecoms and media sectors, in the US, Europe and Asia.

Robust delivery and Client satisfaction are only one side of the story - we aim to give our Software Consultants an environment where they can grow, be productive, and be happy.

We love to work as a Team but we want individual talent and aspirations to shine. We are currently 100% remote.

Gluon Consulting Pte. Ltd.

Our Client is one of the largest energy companies in South East Asia and we are developing their Customer-facing system, including a number of front-end applications built using different mobile and web technology stacks.

We are looking for a Product Analyst to act as the functional and application knowledge specialist for all front-end platforms.

This role is responsible for:

<ul>
	<li>maintaining official product documentation</li>
	<li>supporting first and second-line operational queries</li>
	<li>and organising structured training for internal and external stakeholders.</li>
</ul>

 

As the number and complexity of user-centric, digitised business flows increases, the Product Analyst will play a key role in ensuring that all participants in these flows can understand and use the applications quickly, accurately, and consistently.

 

<h1>Key Responsibilities</h1>

 

<ul>
	<li>Understand existing and newly introduced user flows</li>
	<li>Analyse application behaviour from both functional and UX perspectives</li>
	<li>Maintain a holistic view of end-to-end user journeys across multiple front-end applications</li>
	<li>Create, maintain, and continuously improve the full set of application manuals, including visual models and diagrams</li>
	<li>Ensure that documentation:
	<ul>
		<li>accurately reflects current system behaviour</li>
		<li>is clear, structured, and usable by both technical and non-technical audiences</li>
		<li>evolves in step with new features, enhancements, and process changes</li>
	</ul>
	</li>
	<li>Act as the single source of truth for front-end application usage and behaviour</li>
	<li>Leverage deep application knowledge and QA materials to:
	<ul>
		<li>design and deliver structured training sessions for Client-side staff</li>
		<li>assist selected external Users in understanding their steps within digitised workflows</li>
	</ul>
	</li>
	<li>Ensure training enables participants to familiarise themselves with their responsibilities quickly and effectively</li>
	<li>Serve as the primary point of contact for queries related to front-end platform operation</li>
	<li>Provide first and second-line support via chat channels, ad-hoc discussions, and scheduled meetings</li>
	<li>Systematically collect feedback, questions, and recurring issues, and feed insights back to QA, Development, and UX/UI teams for review and action</li>
</ul>

Senior Product Analyst

Key Responsibilities

<ul>
	<li>Design, develop, and maintain advanced dashboards and interactive reports using Power BI</li>
	<li>Perform complex data querying and manipulation using SQL (e.g., Oracle, Microsoft SQL Server)</li>
	<li>Develop and maintain database programs and user interface/query software</li>
	<li>Conduct data modeling, validation, and transformation to ensure data accuracy and consistency</li>
	<li>Implement ETL processes and work with data integration tools</li>
	<li>Apply predictive modeling, NLP, text analytics, and data mining techniques when required</li>
	<li>Collaborate with cross-functional teams in Agile environments</li>
	<li>Ensure adherence to Data Quality, Data Governance, and Data Stewardship standards</li>
	<li>Support data-driven decision-making through clear visualization and reporting</li>
	<li>Work with Hadoop and NoSQL databases where applicable</li>
	<li>Operate within UNIX, Linux, Solaris, and Windows environments as needed</li>
</ul>

Senior Data Analyst

<ul>
	<li>
	The Data Analyst is responsible for data collection, interpretation, and application.
	</li>
	<li>Develop and implement advanced data analysis techniques to optimize efficiency and quality.</li>
	<li>Prepare and present detailed reports, dashboards, and visualizations of operational results for stakeholders.</li>
	<li>Interpret data using analytics and statistical methods, providing insights and recommendations.</li>
	<li>Lead the full lifecycle of analytics projects, from requirements gathering to design and execution.</li>
	<li>Evaluate key performance indicators and provide ongoing reports to support decision-making.</li>
	<li>Collaborate with cross-functional teams to ensure data integrity and alignment with business goals.</li>
	<li>Stay updated on industry trends and emerging technologies in data analysis and analytics tools.</li>
	<li>Conducted data quality assessments and implemented improvements as needed.</li>
	<li>Support the development and implementation of data governance policies and procedures.</li>
	<li>Mentor junior analysts and provide training on data analysis techniques and tools.</li>
	<li>Other job-related activities may be assigned from time to time.</li>
</ul>

Data Analyst [Hybrid]

M2.0 Communications specializes in business, technology and lifestyle communication, with emphasis on public relations, stakeholder management and digital communication. We focus on public relations, social media marketing and media analytics, and pride ourselves as experts in earned media communication.

Starting with one employee in 2003, M2.0 now has a total of around 50 full-time staﬀers composed of a dozen manager/director level employees and more than 40 specialists. During this time, the company came to work with dozens of national and international brands including Intel, Dell, Carrier, Bank of the Philippine Islands. Currently, we work with brands including UNICEF, Philips, OPPO, Del Monte, Bayo and the Government of the Philippines.

M2.0's diﬀerentiation lies in the robust support oﬀered by its diﬀerent service units, as well as its knowledge and experience in stakeholder management, technology and business PR. The agency also oﬀers a unique media monitoring service that is currently one of the most responsive and comprehensive in the Philippines today.

M2.0 Communications Inc.

As a Junior Data Analyst, you will play a crucial role in the data preprocessing phase of our project to fine-tune the Whisper model for Taglish and other languages. Your responsibilities will include collecting, organizing, cleaning, and preparing high-quality multilingual data for model training. You will work closely with the machine learning team to ensure that the data meets the necessary standards for effective model training.

Key Responsibilities:

Data Collection and Organization:

<ul>
	<li>Gather raw audio files in various formats (e.g., MP3, WAV, FLAC) from diverse sources such as interviews, podcasts, and YouTube videos.</li>
	<li>Organize files into a structured directory hierarchy, ensuring a clear and consistent file naming convention.</li>
</ul>

Audio Preprocessing:

<ul>
	<li>Convert audio files to the required format (16kHz mono, 16-bit signed integer WAV) using tools like FFmpeg.</li>
	<li>Transcribe audio files, either manually or through a transcription service, and store text files with corresponding filenames.</li>
</ul>

Data Cleaning and Normalization:

<ul>
	<li>Clean and normalize text data to address spelling variations, punctuation issues, and formatting inconsistencies.</li>
	<li>Standardize abbreviations and contractions, and remove special characters or unnecessary symbols.</li>
</ul>

Data Segmentation and Labeling:

<ul>
	<li>Split lengthy audio recordings into smaller, manageable segments.</li>
	<li>Create and maintain a metadata file that maps audio files to their corresponding transcriptions and alignment details.</li>
</ul>

Quality Assurance and Validation:

<ul>
	<li>Conduct thorough quality checks to validate the dataset for accuracy, consistency, and completeness.</li>
	<li>Identify and resolve issues in the audio and text data, such as misalignments or incorrect transcriptions.</li>
</ul>

Data Analysis and Reporting:

<ul>
	<li>Use data analysis techniques to evaluate dataset health and completeness.</li>
	<li>Provide regular reports on data collection progress, challenges, and recommendations for improvements.</li>
</ul>

Collaboration and Communication:

<ul>
	<li>Work closely with the machine learning team to address any data-related issues.</li>
	<li>Provide regular updates on data collection and preprocessing progress.</li>
</ul>

Junior Data Analyst

Founded in 1987, Questronix Corporation has grown to be one of the largest IT solution provider and systems integrator in the Philippines. We offer best of breed solutions from IT infrastructure to business applications, built on world class technology companies and supported by our certified technical team with proven Filipino expertise and skills available in the country today.

In 1990, Questronix was appointed by IBM as its first business partner for IBM UNIX platform and the company evolved in providing end-to-end solutions that run on IBM technology. After a decade of investment, skills and commitment in working with IBM, Questronix was awarded the Premier Business Partner status, making our company the first Business Partner in the country to be elevated to this exclusive circle.

Our methodology on selecting our technology partners and implementation team for our services ecosystem allows us to deliver consulting-led systems integration focused on open standards, interoperability and proven best practices that result in higher project success rates.

Today, Questronix’s solutions suite include Data Center & IT infrastructure, IT Service Management, Security, Business Continuity, Hybrid Cloud Solutions, Mobility Solutions, Enterprise Resource Planning, Business Analytics, Enterprise Asset Management, Enterprise Content Management, Information and Data Management, Business Process Management and Industry Specific Solutions.

Approaching its 34th year in business, Questronix Corporation continuously strives to improve and evolve coupled by its enduring drive to deliver Filipino excellence and workmanship to its clients. As such, it has earned prestigious awards and recognitions – a proud testimony to its achievements that have firmly etched its name in the IT corporate landscape.

Questronix Corporation

<ol>
	<li style="display: block;"> </li>
	<li>Collect, clean, and preprocess data from various sources to ensure accuracy and consistency.</li>
	<li>Perform exploratory data analysis to identify trends, patterns, and correlations.</li>
	<li>Develop and maintain dashboards, reports, and visualizations to communicate key insights to stakeholders.</li>
	<li>Collaborate with stakeholders to define business requirements and develop analytical solutions to address their needs.</li>
	<li>Conduct statistical analysis and predictive modeling to support decision-making processes.</li>
	<li>Stay up-to-date with industry trends, best practices, and emerging technologies in data analysis and visualization.</li>
	<li style="display: block;"> </li>
</ol>

Data Analyst | Emerging Technologies

3M believes science helps create a brighter world for everyone. Using 49 unique technology platforms and industry-defining research and development, we unlock the power of people, ideas and science to reimagine what’s possible. Across safety and industrial, transportation and electronics, and consumer markets, 3M is dedicated to applying and sharing our expertise to help customers, communities, and society solve their greatest challenges.

3M has been improving lives in Southeast Asia for more than 60 years, beginning with the founding of 3M in the Philippines in 1961. The company has operations across Indonesia, Malaysia, Philippines, Singapore, Thailand, and Vietnam.

3M Service Center APAC, Inc.

Brief description of the role

Collaborate with innovative 3Mers around the world. As an MDM Analyst, you will perform core master data operations for material records in SAP/DMr and legacy tools. You will process requests within SLAs, facilitate data collection and approvals, and follow governance and documentation standards, focusing on entry-to-medium difficulty queue work and continuous improvement.

 

Main challenges

<ul>
	<li>Maintain data accuracy and compliance with global governance across customer, vendor, and material data.</li>
	<li>Meet SLA and cycle time targets while managing multiple queues.</li>
	<li>Ensure complete data collection/approvals and escalate issues when needed.</li>
</ul>

 

Main activities

<ul>
	<li>Queue management: Monitor and process create/extend/change/deactivate/cleanse/reactivate across customer, vendor, and material domains within SLAs.</li>
	<li>Material data (SAP): Create/extend materials to plants/storage; maintain base, purchasing/MRP/plant attributes; update specific material settings per region.</li>
	<li>Data quality &amp; reporting: Run simple EDQ; support cleanup and Long Tail monthly process; provide operational reports; maintain routing/workflow configuration.</li>
	<li>Documentation &amp; compliance: Follow job aids; support training materials; provide audit evidence; escalate issues as needed.</li>
</ul>

 

The impact you will make in this role

<ul>
	<li>Improve first-time-right data quality and cycle time across all master domains.</li>
	<li>Strengthen governance compliance and stakeholder visibility.</li>
	<li>Contribute to process documentation and continuous improvement.</li>
</ul>

Americas, Master Data Management Analyst

<ul>
	<li>Provides expert knowledge of master data in support of Business, Operations, and Technology teams. </li>
	<li>Manages change control processes and systems related to Formula Control. </li>
	<li>Manages processes to maintain current and historical formulation and raw material information files. </li>
	<li>Develops standards, guidelines, and processes to consistently address master data issues such as data standards and data synchronization</li>
	<li>Develops procedures and processes in compliance with current identified and ISO standards while maintaining the integrity and security of the formulations.</li>
	<li>Provides expert knowledge of master data in support of Business, Operations, and Technology teams.</li>
	<li>Develops standards, guidelines, and processes to consistently address master data issues such as data standards and data synchronization.</li>
	<li>Supports in driving efforts for the adoption of the Data Governance policies, master data management principles and policies and their implementation, work closely with different teams to drive adoption, and overcome individual and organizational resistance to change.</li>
	<li>Contributes to research and efforts to understand and document how data should be best managed and used in the MDM based on laws and best practices</li>
	<li>Works with data owners when issues are escalated</li>
	<li>Evaluates escalated issues for potential solutions to resolve</li>
	<li>Determines if an unresolved issue requires further escalation</li>
	<li>Works with all resources to ensure that business rules are implemented properly to support business needs</li>
	<li>Other job-related activities that may be assigned from time to time.</li>
</ul>

Data Engineer {Data Governance}

The Product Manager is responsible for the PnL of the product/s that he/she handles. The role sets direction for the product go-to-market with the strategic objective to generate revenues for the Company.

Product Manager

Distribution and marketing services company specializing in consumer health and beauty products. Owned by Zuellig Investments Singapore.

Cambert (PILIPINAS), Inc.

The Product Manager will support the Business Unit Manager and management team in developing and managing products. Their responsibilities include:

<ul>
	<li>Marketing and Advertising: Developing and executing marketing and advertising plans.</li>
	<li>Market research: Conducting research to understand customer needs and market trends. Providing competitive analysis by reviewing competitors' products to identify their strengths and weaknesses.</li>
	<li>Product strategy: Developing strategies for product development and marketing based on research and analysis</li>
	<li>Project management: Coordinating projects to ensure products are delivered on time</li>
	<li>Inventory management: Monitoring inventory and working with supply chain to ensure products are available.</li>
	<li>Reporting: Generating reports and analysis on marketing promotions and performance indicators.</li>
	<li>Advertising &amp; Promotions Budgeting: Development and monitoring of advertising and promotion spending.</li>
	<li>P&amp;L management: Managing the overall P&amp;L of the assigned brands to ensure profitability.</li>
</ul>

At Talisik Labs, our focus lies on crafting tools powered by generative AI. In the past year alone, we've developed a suite of groundbreaking AI applications, exemplified by the Unified Salina App. This suite encompasses a chat-with-video app, a chat-with-PDF app, and an AI assistant with memory capabilities. You'll be a key player in building and refining web applications like the V4 application. The V4 application, comprising Media Watch, Shared View, and Ad Watch, operates in harmony to deliver comprehensive media monitoring and analytics solutions, making a global impact. 

As we expand into the global market, We are seeking a Product Manager with a strong foundation in software development to drive the end-to-end lifecycle of our software products. This role requires both strategic product management and hands-on technical skills to bridge the gap between engineering and business teams. The ideal candidate will have experience in software development, a knack for understanding user needs, and the ability to work effectively across technical and non-technical departments to deliver high-quality products.

Key Responsibilities

<ul>
	<li>Product Strategy &amp; Vision: Develop and communicate a clear product strategy, roadmap, and vision that align with business objectives and user requirements.</li>
	<li>Technical Specification &amp; Development: Translate product requirements into detailed technical specifications and work closely with engineering teams to guide development, troubleshooting, and deployment processes.</li>
	<li>Project Management: Manage the entire product lifecycle, from initial concept to release, ensuring project timelines, scope, and quality standards are met.</li>
	<li>Stakeholder Collaboration: Act as the main liaison between engineering, design, and business stakeholders, ensuring alignment and effective communication.</li>
	<li>User-Centric Development: Engage with customers and gather feedback to ensure product features meet user needs, delivering a seamless user experience.</li>
	<li>Data-Driven Insights: Utilize data analysis tools to monitor product performance, identify improvement areas, and guide product enhancements based on customer behavior and industry trends.</li>
	<li>Agile Methodologies: Lead Agile development practices, organize sprints, manage the product backlog, and drive continuous improvements across the development process.</li>
</ul>

Kalibrr Job Search