Can data jobs

...authentication: The application should include a secure user authentication system to ensure only authorized users can access and use it. - Data visualization: The application should have data visualization capabilities to help users understand the evaluation process and results better. Integration: - The application will need to integrate with existing systems or databases. The specifics of this integration can be discussed in further detail with the chosen developer. Skills and Experience: - Proficiency in application development, especially for desktop platforms. - Experience with integrating machine learning models into applications. - Strong understanding of user authentication and data visualization. - Previous experience in developing systems ...

I need a tech-savvy professional with vast experience in social media account recovery. I lost control of my old Instagram account but I have the username. My main goal is to regain access and permanently delete the ac...of my old Instagram account but I have the username. My main goal is to regain access and permanently delete the account. Key Responsibilities: - Recover lost Instagram account using the provided username - Delete the account upon recovery Essential Skills: - Knowledge and expertise in Instagram account recovery - Experience in similar projects - Understanding of privacy and data security protocols I can provide a driver's license as proof of identity. Confidentiality and transparency during this process are paramount, and I look forward to a suc...

I need a comprehensive web scraping task done on Yellowpages for business broker. The goal is to extract the following data about businesses: - Business name - Address - Phone number - Email - Website - Contact Person I'm looking for a professional who is well-versed in web scraping and can deliver accurate and complete data. Skills required: - Proficiency in web scraping techniques - Experience with scraping - Attention to detail to ensure all relevant data is captured - Ability to deliver in a timely manner Please note that the number of pages to be scraped is not defined, meaning the task might involve a large number of results. The scraper should be able to handle this efficiently.

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This is my website link I have used "Classima – Classified Ads WordPress Theme" theme. I want to upload date from xls sheet. Excel attached for your reference. Raduus Theme is not providing support and they only provides category and location import options. Can you help me to import data

I need a bash script that can import and export data from my database to CSV files. Ideal candidate should be able to: - Create a bash script that can effectively import and export data - Have experience working with database management systems such as MySQL, PostgreSQL, or MongoDB - Ensure that the script securely creates user accounts and manages their access to the database. The script will be used for daily database management tasks, so it needs to be reliable, secure, and efficient.

...on an Excel sheet that I need you to help me with. Here's how you can assist: - **Scraping from Multiple Platforms**: I need you to scrape email addresses, phone numbers, and any available social media accounts of these companies. You'll need to do this across Yelp, Google Maps, and TripAdvisor. - **Social Media Scraping**: In addition to the primary two platforms (Instagram and Twitter), I'll also need you to scrape Facebook accounts if available. Ideal candidates for this project should have: - **Web Scraping Experience**: A good knowledge of web scraping techniques and tools, which will ensure you can obtain accurate and reliable data. - **Data Mining Knowledge**: The ability to identify and extract the necessary data points effici...

...seasoned Python developer who can assist in two main areas: - Creation of PowerPoint presentation using a CSV data file - Automate the process via a public URL to upload the CSM file Creation of Powerpoint Presentation The CSV file will feature data-points in columns. A powerpoint presentation template will be provided for reference. The graphs and tables should be present as per the data-points present in CSV file. Automating the Process This is the secondary part of the job. Once we have are successfully able to convert a CSV data in PPT format, we should create a public secured link to upload the file. It should be auto-converted and file should be ready for download. The ideal candidate should be a proficient Python Developer with a solid und...

I am seeking an experienced professional who can gather the names, emails phone numbers and address for all English language schools within England, Wales, and Scotland. Due in 24hrs Requirements: - The data should include the school's name, email and phone number. - Only the emails need to be verified for accuracy. I aim to compile a comprehensive database for the purpose of contact outreach to these schools. I expect to find around 5000 English language schools across these regions. Ideal skills & experience: - Proficiency in data research and extraction. - Attention to detail for accurate data collection. - Experience in email verification procedures. - Strong communication skills for potential follow-up with the schools. The successful candidat...

...You'll need to conduct comprehensive market research and present it in a succinct, engaging way. - Business Model: I need a clear, concise explanation of how my business functions, generates revenue, and its scalability. - Financial Projections: It's crucial that the pitch deck includes realistic financial projections and data to back them up. - Technical Concept: The technical aspect of the project will need to be explained in a way that non-technical investors can understand. - Unique Selling Proposition (USP): You should highlight the unique value that my project brings to the market and why it's a worthwhile investment. In terms of the length, I'm looking for something between 5-10 slides - it should be long enough to be comprehensive, but succ...

...me extract financial data and regulatory filings from a tax website. This involves scrapping website using the provided credentials by the client, i am looking for getting the python code as i can run the code myself in the future or integrate it to another system. Key Requirements: - I need approximately 300 data points extracted. - The output for these data points should be organized into a PDF or Word. This project is about creating an automated system to generate instant reports about a company. Only difficulty is the website has drops downs to select the period involved and in those 300 data points actually many come from the same source. Ideal Skills and Experience: - Experience in web scraping (Python) - Proficient in creating PDF documents ...

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I have an protected password .mpz format that I need to have the program can unlocked and converted into a readable format, preferably Excel or CSV. - The file contains both textual and numerical data, so I need the converted file to maintain this integrity. - I intend to use the data primarily for reporting purposes, so it is essential that the conversion is accurate and all data is preserved. I'm seeking a skilled professional with experience in file format conversion and data handling. The ideal freelancer should be proficient in Excel and adept at handling mixed data formats. This project is crucial and I'm looking for someone who can deliver a high-quality and precise conversion.

I'm in need of a skilled WordPress plugin developer who can create a WordPress plugin for me. The plugin will be used to integrate Gravity Forms with our custom SaaS CRM. Key Requirements: - Integration of Gravity Forms with a custom SaaS CRM: The plugin should seamlessly connect the data collected from Gravity Forms to our custom CRM system - Urgent Timeline: I need this project done ASAP, so I'm looking for someone who can commit to this timeline Ideal Skills and Experience: - Proven experience in WordPress plugin development - Strong knowledge in integrating WordPress with external systems - Familiarity with Gravity Forms and CRM systems. It's beneficial if you have worked with custom CRMs before, though not mandatory

...developer who can bring my vision to life. Key requirements: - Develop an intuitive reservation system allowing customers to: - Select their preferred table - Enter their contact details - Indicate special dietary requirements - Specify preference for indoor or outdoor seating - Ensure the website is user-friendly and easy to navigate. Ideal skills for this project would be: - Proficiency in web development - both front-end and back-end - Prior experience in developing restaurant websites or reservation systems would be an added advantage - Strong understanding of UX/UI designs to create an engaging user experience - Able to integrate the website with restaurant's operational system for seamless communication - Attention to detail, especially regarding customer ...

I am in need of a reliable virtual assistant capable of efficiently handling a variety of tasks. Key Responsibilities: - Administrative duties: Setting up my calender, following up daily with different teams - Data entry: You will be tasked with maintaining databases, promptly updating information and creating comprehensive reports. - Online research: As part of the job, you will be expected to perform web research as needed for diverse projects. - SEO and Social media scheduling: Craft engaging social media updates following a predefined schedule and implement best SEO practices to increase site visibility. Skills & Experience: The ideal candidate should be highly organized, possess strong multitasking skills and a keen attention to detail. Experience with SEO and social med...

We are urgently looking for a skilled data researcher who will research online UK based local planning authority databases for certain information sets. - Specific focus is needed on planning submissions and permissions that require BNG (biodiversity net gain credits)(the leads). The information is to be taken from Local Planning Authority official websites (publicly available information and no logins required). An in-depth knowledge of planning submissions and permissions and BNG is NOT needed. What is however required is accurate information to be taken from those websites and converted into a database for us. - This work can be done remotely and only requires a computer and access to the internet. - The geographical focus of the UK planning authorities we require infor...

I'm in need of a professional who can convert a Word document into a visually compelling PowerPoint presentation. The presentation should be designed with clients and the general public in mind, so it needs to be highly engaging and easy to understand. Key Requirements: - Direct text conversion of the Word document into PowerPoint - Incorporation of graphics and charts to represent data and key points - Implementation of interactive elements and animations to make the presentation dynamic and engaging Ideal Skills and Experience: - Proficient in Microsoft PowerPoint with a keen eye for design and layout - Skilled in creating visually appealing presentations with a focus on clarity and engagement - Able to think creatively and implement interactive elements and animatio...

I'm lookin...Implementing text input fields and dropdown menus: These are crucial elements for user interaction and data input. Your job would be to make them look and function as required. - Basic database functions: While the exact nature of these is yet to be decided, they will likely include retrieving and adding data. Your task will be to integrate these functions seamlessly into the site. Ideal skills for this project would include: - Proficiency in HTML, CSS, and JavaScript, with experience in creating user-friendly and responsive UIs. - Familiarity with basic database manipulation. - Good communication skills, as we'll need to discuss the project in detail. If you have experience with these technologies and can deliver quality work efficiently, I�...

I am looking for a developer who could develop a iOS IPhone app. It should do following Use a authentifcation based on a MySQL database table (for login) store that login as session that I not need each time again login. Create a connection between that MySQL and grab data and display that on app. Store that data like on cache that I can see that data also offline. I only will answer to developer who native language are English or German and who could show some iOS work.

...market for a developer who can help me create a web app similar to Wedibox. This app should cater to the needs of individuals and should be fully responsive as I want it to be accessible across various devices, particularly mobile. Key Features: - User Registration and Login: A seamless and secure process for users to create accounts and log in. - File Upload and Storage: A functionality that allows users to upload and store files. This should include a system for easy access and organization. - Payment Processing: A secure payment system that enables users to make transactions within the app. Ideal Skills & Experience: - Proficiency in web development, particularly in creating user-friendly interfaces. - Experience with security protocols for managing user data and...

I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning algorithms.

I am looking for a professional Laravel developer who can help in creating a Laravel dashboard. Your experience and skills in working with Laravel will be key in accomplishing this project. This job includes: - Developing a Laravel application for a dashboard - Incorporating specific features into the dashboard, such as: * User Management * Data Visualization * Report Generation * External API Mapping to frontend Your Profile: - Expert Laravel Developer - Extensive experience in creating unique, efficient dashboards - Proficient in user-management systems - Strong background in data visualization - Exemplary skills in report creation and generation Excellent project understanding and creativity are essential in bringing my visions to reality. Looking f...

I'm in need of a skilled React app developer who can create an elegant and professional application for the general public. Key Features: - User Authentication: The app should have secure user registration and login functionality. - Real-time Data Updates: The app should be able to display real-time data updates to users. - Integration with External APIs: The app should be able to consume and display data from external APIs. Requirements: - Proven experience in React app development. - Strong design skills to deliver an elegant and professional user interface. - Understanding of user authentication and real-time data handling. - Familiarity with integrating external APIs. Orange money and MoMo The app is aimed at the general public, so it's ...

...platform should feature a calendar that shows the availability of the medical professionals so that patients can schedule appointments accordingly. Skills and experience that would be ideal for this project include: - Proficiency in web development and the ability to create an easy-to-use and intuitive platform. - Prior experience in developing appointment booking systems, particularly in the medical field. - Strong understanding of patient data privacy and HIPAA compliance, as the platform will handle sensitive patient information. - It would be a plus if you have experience working with medical professionals or healthcare industry standards. If you have experience in similar projects and can commit to delivering a high-quality, secure, and user-friendly platfo...

I'm in need of a skilled builder who can create a powerful cross-platform crypto mining app. The app should not only facilitate the mining of a new crypto every hour, but also give users the option to purchase premium packages using a variety of crypto wallets. Key Requirements: - Development for both iOS and Android platforms - User-initiated mining process - Support for mining of a new, specific cryptocurrency - Inclusion of secure transactions for premium package purchases Your role in this project will be to design and implement a user-friendly interface that enables seamless navigation and functionality across both iOS and Android. You'll also need to integrate secure and reliable crypto wallet options to facilitate premium package purchases. Prior experience in b...

I need a tool that extracts specific content (text and images) from PDF files and adds this data into a CSV file under designated headers. Key Requirements: - The tool should be designed specifically for Windows OS. PDF Data Extraction: - Need the tool to extract both text and images from the PDFs. CSV Insertion: - The extracted data should be sorted correctly under their respective column headers in a CSV file. Consistent PDF Structure: - It is important that the tool can handle data extraction from PDFs with a consistent structure. Ideal Skills and Experience: - Proficiency in developing Windows-based tools. - Experience with PDF data extraction. - Familiarity with CSV file manipulation in Python or related languages.

Looking for a professional who can integrate a donation page into a website using CCAvenue as payment gateway.. Tasks Use our donation page with 6 different donation options and amounts and make the checkout via CCAvenue work. Design/create form to collect donor details (name, email, address, PAN etc) based on a sample form that will be provided. Backend Development (PHP): Integrate CCAvenue API using their PHP libraries. Develop functionality to capture donation amount and donor details. Send transaction data (amount, details) securely to CCAvenue for payment processing. Create a database to store donor information and transaction records. Payment Processing: Handle CCAvenue response (success/failure) after payment authorization. CCAvenue account to use for this project...

...proprietary trading firms in the finance industry. Key Requirements: - The site should have a comprehensive database of different proprietary trading firms, their key features, and offerings. - Users should be able to filter and compare the firms based on various criteria like trading strategies, capital requirements, and more. - A user-friendly interface and robust backend that can handle large amounts of data and provide real-time updates are crucial. Ideal Skills & Experience: - Web development experience, particularly in building comparison websites. - Understanding of finance and proprietary trading firms. - Proficiency in database management and user interface design. - Ability to create a responsive site that works well across different devices. - Knowledge o...

I'm looking for a skilled software developer to create a Windows-compatible software application. This software should be specif...Requirements: - Compatibility: The software should be compatible with Windows. - Integration: There's no need for the software to be integrated with any existing systems, so you can focus solely on creating the best software for our sales team. - Data Input: The software should have the capability to import data from Excel/CSV files. This method will facilitate the input of sales data and make the software more user-friendly for our team. Ideal Skills and Experience: - Proficient in Windows software development. - Experience in creating software for sales teams or incentive calculation. - Familiarity with Excel/CSV data...

I'm currently facing an issue with my MySQL replica. Although there are no errors, the data isn't being synced and the "Seconds_Behind_Master" is consistently increasing. I'm looking for a professional who can help me with this problem. I can't give you access to the server(s) but we can troubleshoot together. Key Requirements: - Expertise in MySQL command line - In-depth understanding of MySQL replication mechanisms - Experience in troubleshooting replication lag - Ability to work quickly and efficiently Max 50 euros. Thank you.

Hello, I need a skilled website developer to create a site offering dual functionality of IFSC and Pincode lookup. The f...functionality of IFSC and Pincode lookup. The features required are: - Pincode lookup: Displaying detailed area information related to the entered Pincode. - IFSC lookup: Displaying bank details related to the entered IFSC code. This job is ideal for someone experienced in incorporating interactive lookup functions into website design. An understanding of banking data and geographical area details would also be advantageous. Please only apply if you can demonstrate prior, similar projects in your portfolio. Domain Name & Hosting is already available. The main goal is to monetize this site and generate good revenue through advertisements and other m...

...BLE Capture: Ensure the application can capture BLE data in real-time. - Data Uploading: Implement a mechanism for uploading collected data to the cloud. - Single Page Display: Design a single, easy-to-navigate page for the application. - Settings Page with Reports: Add a settings page where users can configure the app and view reports. - Devices Settings: Create a section for managing connected devices/settings. Key requirements: - Proven experience in developing Android apps, especially those involving BLE capture and cloud integration. - Strong UI/UX design skills, with a focus on creating a single page display. - Familiarity with Android TV OS would be a plus. - Experience in working with real-time and historical data capturing. - Knowledg...

I'm looking for a skilled professional who can help me write text data for my website. The primary purpose of the content is to inform visitors about the nature of my business and the services it offers. Key requirements include: - Proficient writing skills with the ability to create engaging, well-structured, and grammatically correct content - Understanding of SEO principles to ensure the content is search engine optimized - Prior experience in creating website content that is informative and user-friendly - Ability to work independently with minimal supervision - Strong communication skills and ability to meet deadlines. Please share examples of your previous website content works. The ideal candidate will be able to capture the essence of my business and convey it...

I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills read the specs: What I would like to do is to set up a Cyclecloud cl...

I'm looking for a freelancer w...with potential for more. I'll give you the specific data fields to extract. It'd be great if you: Are really good at web scraping and or Python. Know your way around MS SQL Server databases, not essential but definately an advantage. Understand how to extract data effectively. Understand the need for security and captcha integration if needed. Can work quickly since this project is a priority and needs to be done ASAP. Ultimately, I want to be able to manage the code with your ongoing help, so this could lead to a long-term partnership. I'll share the full details when needed. You will provide source code, documentation and deployment information and be on hand to help with deployment. You will also walk me through ...

I'm looking for a professional who can plot GPS coordinates from an Excel spreadsheet onto a map. This map should be easy to interpret, displaying the route taken by a vehicle. Key requirements: - The data provided is in Excel format. - The final map should be a static image file. The main task of this project is to: - Visualize the route taken by a vehicle based on GPS coordinates. - Timestamps are crucial and should be displayed in a clear, understandable manner. - Since I want to see the exact route taken, the map should display addresses corresponding to the GPS coordinates. Although the main focus of the project is plotting the coordinates and timestamps, other features such as: - Distance between points. - Speed of the vehicle. - Estimated time of arrival (ETA)...

...mobile application along with a Laravel-based admin panel for remote management. Responsibilities: Develop an Android application (minimum Android 8) with the following functionalities: Read incoming SMS and identify target keywords. Send identified keywords to a designated remote server. Receive and display SMS messages triggered from the admin panel. Implement a sync button to synchronize SMS data and send details to the remote server. Design and develop a secure admin panel using Laravel 10, MySQL 8, and PHP 8: User registration and management. Device registration with approval workflow. Device blocking functionality. SMS panel to send SMS commands to registered devices. Ability to set the remote server IP for each registered device. Implement user authentication with: Login...

I am looking for an expert web developer with experience in camera integration to support the development of a website aimed at rehab stroke patients. This website will use a camera to capture, record, and interpret specific hand gestures of the users. Key Roles: - Integrate camera capabilities that can accurately record and decipher hand movements. - The vital gesture to be recorded is the stretching of the hand. - The data should be recorded in the form of numbers. -The camera is already done and im able to provide full prototype of figma Developer Expertise: - Significant experience in website development and camera integration is crucial. - Knowledge of healthcare systems or prior work in medical-based projects would be beneficial. - Experience in motion detection and ...

I'm looking for a skilled freelancer to create a mantra chart in Excel. This will be a presentation-worthy document, so I'm keen on ensuring that it's well-structured and visually appealing. Key Requirements: - Incorporating text, numbers, ...document, so I'm keen on ensuring that it's well-structured and visually appealing. Key Requirements: - Incorporating text, numbers, and dates into the chart - The chart should feature less than 10 mantras - Ensuring the final output is suitable for professional presentation The task will require someone with excellent Excel skills and an eye for design. A good understanding of data representation would be a big plus. You can expect detailed instructions and guidance from me throughout the project. Feel free...

...need a skilled person who can design a tool to view .ncz data from Netcad in ArcGIS Pro. Main Features: - Display: Vehicle data should be displayed directly and accurately without importing it into ArcGIS Pro. - Editing: While not our primary focus, being able to edit .ncz data in ArcGIS Pro would be a bonus. But it is not very important. System requirements: - The tool must be compatible with Windows 10 and above. - ArcGIS Pro 2.5 and above are required for successful integration and functionality of the tool. Use of: The tool is intended for personal projects and will be used for mapping and analysis of .ncz data in ArcGIS Pro. Essentially, I'm looking for a professional with experience in GIS, with strong knowledge of ArcGIS Pr...

...ensure all dimensions are accurate using the MeasureIt add-on in Blender. Additional Tips: Use Reference Images: Import reference images of the AirPods Pro 2 and charging case to guide your modeling. Regularly Save Your Work: Save iterations of your model frequently to avoid data loss. Next Steps: If you're not familiar with Blender or need a skilled 3D artist to complete this task, you might consider hiring a professional. Platforms like Upwork, Freelancer, or Fiverr have many 3D artists proficient in Blender who can bring your vision to life accurately and efficiently. Here’s a brief overview of the task for the 3D artist you might hire: Task Overview for the 3D Artist: Objective: Create a precise 3D model of a small-sized charging case for the AirPods Pro 2...

I am looking for a capable freelancer to develop a chemical reaction generation model. The goal is to do retrosynthesis, so basically predicting reactants from every SMILES product on my test data. You can use whatever you want(pre trained models or you own script)

I'm looking for an AI expert to help me improve an existing AI model. This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural ...opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language processing algorithms, as well as experience with data visualization tools such as Tableau. Additionally, the ideal person should have a passion for AI and a willingness to learn and explore new technologies. If this project sounds like something that interests you, please submit a proposal and let me know how you can help. I'm lookin...

I am seeking a freelancer with a strong background in Microsoft Excel's intermediate computations, especially proficient in VLOOKUP and IF statements. My project involves: - Identifying and correcting errors within my existing formulas. - Optimizing the ef...involves: - Identifying and correcting errors within my existing formulas. - Optimizing the efficiency of VLOOKUP and IF statements. The ideal candidate should have extensive experience dealing with and rectifying Excel formula errors. The ability to optimize efficiency of calculations to streamline our data processing is paramount. Providing examples of similar projects tackled in the past would be beneficial. I am looking forward to working with a precise and detail-oriented professional who can help me resolve ...

I need a freelancer to type up a large number of handwritten documents for me. Ideal Skills: - Proficient typing skills - Excellent attention to detail - Experience with data entry, particularly handwritten documents The volume of the handwritten documents is quite large, so I need someone who can work efficiently and accurately.

I'm seeking an expert in Excel who can help me with a few diverse tasks, such as data entry, creating formulas and functions, and conducting data analysis. The dataset I'll be working with is medium-sized, ranging from 100 to 1000 rows. The primary goal of this project is to organize and structure the data. Ideal skills for this project include: - Proficiency in Excel, including using formulas, functions, and pivot tables. - Excellent attention to detail for accurate data entry. - Experience with data analysis and the ability to draw meaningful insights from the data. - Strong organizational skills to structure the data effectively. Ultimately, I'm looking for someone who can help me streamline my data m...

I need an in-depth SEO report, comparing my website to a competitor's on Google. This is an urgent task that needs to be completed ASAP. Key Aspects to Compare: - **Keyword Rankings**: I want to know where my ...Lastly, the report should assess the site structure and the quality of content on both sites. Experience and Skills: - **SEO Specialist**: I'm looking for someone with a strong background in SEO, particularly in competitor analysis. - **Data Analysis**: The ideal candidate should be proficient in data analysis to draw meaningful insights from the SEO tools and data. - **Report Writing**: Strong report writing skills are essential to present the findings clearly and concisely. Please only apply if you have immediate availability to start on this pr...

...detail-oriented freelancer who can assist me with enriching the data in a CSV file. This file contains information on over 6000 Fast-Moving Consumer Goods (FMCG) products, including product titles and barcodes. Key Tasks: - Go through the CSV file: Identify each product's title and barcode. - Search for the product image online: Using the product title or barcode, find a suitable image of the product. - Download the image: Save the image to your local system. - Organize the images in folders: Each image should be saved in a folder named after the product category. - Rename the image files: Each image should be renamed to match the product’s barcode with a .png/.jpg/.jpeg extension (e.g., ). Ideal Candidate: - Proficient in data analysis and data...

I need a proficient data operator to help manage our customer and product data. The primary goal of this project is to improve our customer experience. Key responsibilities include: - Handling and organizing customer and product data from multiple sources - Ensuring data accuracy and integrity - Implementing strategies to improve customer experience based on data insights The ideal candidate should have: - Previous experience in managing customer and product data - Strong analytical skills and attention to detail - A good understanding of customer experience and how data management can contribute to its improvement.