...and dedicated freelancer to assist in creating a detailed and functional database for storing different types of data, possibly including customer information, sales data, and product inventory. Although I have not specified the exact type of data to be stored, it will be crucial for the database to be versatile and the freelancer to be adaptable. Key responsibilities will include: - Designing and implementing a solid database structure - Performing data entry operations using Microsoft Excel When applying, it would be extremely beneficial for freelancers to provide detailed project proposals outlining their strategy for tackling this project. This should include, but not be limited to, your approach to database design, data protection measures, and ho...
...in designing engaging UI/UX. A suggestion-driven mindset would highly be appreciated as your inputs can transform the online buying experience of our consumers. We anticipate the app to have a consumer-centric design that appeals to our diverse demographic. Looking for a seasoned app developer to create a comprehensive news application for both iOS and Android platforms. Key features should include: - Categories for Politics, Sports, and Entertainment news, offering a diverse range of content for users - Capability to curate news articles from external websites, alongside directly provided content from our team Ideal Skills and Experience: - Proven experience in both iOS and Android app development - Experience working on news or content-driven apps - Understanding...
Job description: Are you a talented and experienced Laravel and Flutter developer with a passion for cutting-edge technology? Do you have a deep understanding of Docker and AWS, along with a commitment to software development best practices like SOLID principles and Test-Driven Development (TDD)? If so, we want to hear from you! Key Responsibilities: - Develop and maintain Laravel APIs and Flutter applications. - Ensure secure connections between Flutter apps and Laravel APIs. - Implement Single Sign-On solutions, including OAuth2, JWT, and integration with social login providers (Facebook, Google). - Handle payment integrations, including PayPal and Apple Pay. - Implement Continuous Integration/Continuous Deployment (CI/CD) pipelines. - Utilize security scanning tools a...
I'm seeking a skilled Oracle database specialist to perform various tasks such as data migration, performance tuning, and query optimization. Your experience and past work will be essential, so please include detailed project proposals. The database plays a crucial role in storing and managing data, analyzing and reporting, and integration with other systems in my project. Key Requirements: - Proven Oracle database management experience - Expertise in data migration, performance tuning, and query optimization - Ability to analyse data and produce clear reports - Expertise in integrating databases with other systems Please make sure to detail your Oracle DB experience, including any past projects you've worked on - especially if they are similar to the sc...
I am looking for a proficient Ruby on Rails developer who can successfully integrate Kibana event tracking into my existing application. Key Requirements: - Implementing Real-time streaming, Pagination, and Real-time analytics using Kibana. - Utilizing APIs to connect Ruby on Rails with Kibana, instead of embedding Kibana into the Rails app or implementing it as a separate dashboard. - Preference for handling real-time events through WebSockets. Ideal skills and experience: - A strong background in Ruby on Rails development is necessary. - Previous experience with Kibana and understanding of its integration using APIs is a must. - Knowledge and hands-on experience with WebSockets for real-time event handling. Your prompt response detailing your relevant skills an...
...awareness, generate valuable leads, and drive substantial traffic to my website. Your skills and experience should include: - B2C marketing with a demonstrable record of success. - Proven expertise in Search Engine Optimization (SEO) as well as composing and implementing effective SEO strategies. - Strong proficiency in Social Media Marketing, knowing how to create engaging content and effective targeted ad campaigns. Your responsibilities: - Develop and manage comprehensive digital marketing campaigns. - Formulate and execute effective SEO strategies to increase website visibility. - Implement innovative social media strategies to amplify brand awareness and generate high-quality leads. If you're a results-driven marketer with significant B2C and digit...
I am looking for an expert in Machine Learning and Deep Learning who can support my project's data preprocessing and cleaning, as well as model building and training tasks. Key Tasks: - Data preprocessing and cleaning: As the project is heavy on image data, you will need to efficien...ensuring its effective training using the collected image data. Requirements: - Proficiency in Python language - Comfortable in using TensorFlow for deep learning functionalities - Experience in dealing with image data - Demonstrated expertise in model training and evaluation This project requires a combination of analytical skills and practical experience in ML and TensorFlow. If you are data-driven, detail-oriented and have a knack for dealing with image data, this project is a perfect oppor...
...Assistant Job Description: Are you a driven individual with a passion for e-commerce and digital marketing? I'm looking for a freelance assistant who can mirror my own drive and enthusiasm. This is a unique opportunity to work closely with an experienced developer in WooCommerce, WordPress websites using Elementor and Breakdance, Google Ads, Google Workspace, Mailchimp, MailerLite, Open AI. If you're eager to learn, ready to jump into projects with little notice, and proactive in identifying opportunities for growth, you might be the perfect fit to help expand my capacity to deliver exceptional work. Hours will vary every week and will dependant on what I need and your availability. Key Responsibilities - Assist with a variety of tasks in e-commerce, website ...
I'm in need of a self-driven and ambitious UI/UX designer with particular experience in Figma. While specific design elements aren't pre-decided, I require a professional who can guide this project with their creative expertise. Ideal Skills and Experience: - Proven experience in UI/UX design, particularly using Figma - Ability to incorporate typography, color palette, and illustrations into the design Please Apply If: - You're highly creative and experienced in UI/UX design with Figma - You can illustrate your experience with relevant past projects or examples Remember, it's not just about the years you've been in the trade, it's about the impact you've made. Now's your time to shine!
I'm in need of an expert web developer to assist in creating a website from scratch. Key requirements: - Skill in web development, with a focus on user-friendly design - Experience in creating unique websites with user registration and login feature - Adept at integrating registration and user login functionalities in the interface Ideally, you should have a portfolio demonstrating past work in user-centric websites. A website that not only looks good but also provides a smooth and intuitive user experience is what I'm aiming for. This is your chance to showcase your creativity and expertise in creating a user-driven website from scratch!
I'm seeking a savvy digital marketer with experience in both Instagram and Facebook advertising platforms to grow my sales and leads. The campaigns should target millennials aged 18-34, particularly: • Able to strategize and execute ad campaigns that captivate this demographic. • Experience in creating engaging, lead-generating content. • Skillset of platform-specific ad optimizations and result-analytics. Your portfolio demonstrating past successes in similar campaigns is desirable. Looking forward to your innovative ideas to drive success.
We want to automatically update a "Master Stock excel file by either uploading an "Additional" Stock file or by subtracting a "Subtract" stock file. This inventory system would ideally: - use the item code/ID in the additional or subtract files as the key and match or lookup the corresponding ID on the Master file and update the stock by adding or subtracting (depending on the file). - Any items that cannot be uploaded or matched need to be highlighted to the user so they know the item did not upload or update correctly. - We want to be able to repeat this process many times buy adding and subtracting files while automatically updating the master file. - We then want to be able to download the latest Master Stock File whenever needed. Important: It needs to be ve...
Are you an experienced accountant with a specialization in 501(c)(3) nonprofit organizations? We're actively looking for someone with expertise in compliance and filing 990 Reports to join our team and support our mission-driven work. Your role would involve ensuring accurate and efficient financial operations for our organization, including providing compliance guidance to navigate complex regulations, preparing and filing 990 Reports with precision, conducting financial analysis to gain valuable insights, offering budgeting support for effective planning, and assisting with audits to ensure a smooth process. Requirements: - Strong understanding of regulatory requirements for nonprofits, including IRS Form 990 - Proven experience in compliance and filing 990 Reports for nonp...
I am in need of an experienced Full-Stack Ruby and Python developer to handle both front-end and back-end tasks. Key Responsibilities: • Full stack development - this includes managing the interchange of data between the server and the users, developing all server-side logic, and ensuring the responsiveness of applications. • Improvement and maintenance of the central database, making sure performance and responsiveness are constant. • Assisting with front-end aspects of the application, although I must clarify there isn't a heavy focus on UI design or front-end framework integration. Required Skills and Experience: • Profound experience with Ruby on Rails for fullstack development. • Strong Python coding skills for backend managem...
I am seeking a data entry professional with strong keyboarding skills and attention to detail. The task involves entering both textual and numerical data into a spreadsheet. The project will entail managing 100-500 records. I need information from webiste to be copied to excel sheet Ideal skills/Experiences: - Proficiency in Microsoft Excel or other spreadshe...- Proficiency in Microsoft Excel or other spreadsheet software - Strong data entry skills with emphasis on accuracy - Experience dealing with large amounts of data - Must be efficient and organised. Kindly bid if you have proven experience in similar projects and can deliver this task within the given timeline. Accuracy is absolutely critical in this role. Your work will directly impact data-driven decisions and enhance o...
...risk management company established in Asia since 2001, with offices in Indonesia, Thailand, and Malaysia. One of our main areas of expertise is Employment Background Screening. (For more information about our company profile, please visit the following link: ) Currently, we are seeking a local freelancer in Hong Kong to assist us in conducting media searches for database checks especially Credit check in your country related to background screening services. If this is feasible, we would require the following services from you: a. Conduct media searches in databases that can be used for verifying or get an information how to get a regarding the credit check in Hong Kong b. Provide us with information on the search results, including step-by-step details. If
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I am looking to have a bash script developed that pulls variables from a remote MySQL database. These variables need to be stored in memory solely for the duration of the script, which will only be run once at the start. No constant refreshing or updating will be required. The main function of pulling these variables from the database is to automate certain tasks. - Must be proficient in bash scripting and MySQL - Experience in database-driven automation is a plus - Should understand the concept of variable use and storage in memory
We're seeking a motivated Sales & Appointment Setting Specialist to assist our digital marketing services team in Australia. Specializing in professional digital marketing solutions, particularly in Google Ads, we're dedicated to helping businesses achieve their marketing goals efficiently and effectively. If you're sales-driven and passionate about digital marketing, we want you on board! Position: Sales & Appointment Setting Specialist (Remote) Key Responsibilities: • Engage potential clients using effective sales strategies. • Schedule appointments for our sales team to close digital marketing service deals, with a focus on Google Ads. • Exceed sales KPIs, aiming for a minimum of 3+ sales per week. • Collaborate with the sales team to ...
I'm seeking an experien...expertise in HTML, CSS, JavaScript, Python, Java, PHP along with profound understanding of database technologies such as MySQL, MongoDB, PostgreSQL. Importantly, a strong background in blockchain is highly desired. Here's what I'm looking for: - Full-stack Development: Deliver high quality, clean code in both frontend and backend dimensions. - Blockchain Expertise: Implement blockchain technologies, and understand their impact on the overall web infrastructure. - Timely Delivery: The project needs to be completed within a month's time. Ideal candidates should have a portfolio of past projects to showcase their expertise and proficiency. If you thrive in a focused and innovative environment and are driven by delivering tangible r...
In this project, I aim to increase brand awareness, drive more traffic to my website, and generate leads. This will be achieved through the creation of engaging videos and blog content that will be linked to my social media posts. The content will be designed to appeal specifically to adults aged 25-44 and the 45+ age group. Therefore, prior experience in creating content for this target audience would be advantageous. The platforms to be focused on will be Facebook, Instagram and TikTok. Knowledge and experience in best practices for these platforms, along with an understanding of analytics, will be ideal. Here's what I'm looking for: - Creative Content Creation (videos, blog posts) - Expertise in Social Media Marketing (Facebook, Instagram, TikTok) - Experience in l...
Seeking a seasoned database developer, familiar with MySQL to design a database from scratch, specifically to store and display asterisked numbers on my website. What's Expected: - Design a MySQL database - Implement this to accurately store asterisked numbers - Enable the numbers to be viewed on my website Qualifications: - Profound understanding of MySQL - Strong experience in database design - Ability to work quickly, and with precision Candidates must have a proven track record working on similar projects and show a genuine ability to bring the requirements together into a functioning, efficient database. Efficiency, accuracy and speed are the benchmarks for this project’s completion.
I'm in need of a creative, result-driven professional that can boost my real estate business by generating leads through well-crafted infographics and strategic digital marketing. Key Responsibilities: * Creating eye-catching, informative infographics based on industry trends and property specifics * Leveraging those infographics for digital marketing campaigns, although I currently don't utilize any social media platforms. * Design and implement successful lead generation strategies Ideal Candidate Should Possess: * Proven experience in digital marketing and lead generation * Portfolio showcasing exceptional infographic designs * Ability to make data-driven decisions and adapt strategies as necessary When applying, please include a detailed project proposal ou...
I'm seeking a proficient professional with excellent data management skills. The project involves: - Data entry with primarily text data. - Utilizing Microsoft Excel for this data population task. - Reformatting the entered data into a well-organized database. Ideal Skills: - Proficiency in Microsoft Excel - Experience with data entry involving text-based data. - Familiarity with database design and management - Attention to detail - Strong organizational skills This project emphasizes accurateness and adherence to detail, hence the perfect candidate would be someone highly meticulous with a proven track record in similar projects.
I am in need of a full-time Data Analyst to join our technology team. Our ideal candidate should bring: - Proficiency with data analytics software - Exceptional understanding of databases and data administration - Problem-solving mindset, with the ability to interpret complex data - Excellent communication skills for effectively articulating findings Demonstrable experience in a data-driven environment is essential, and a passion for data comprehension and analysis is highly valued. If you are a dedicated individual striving to push boundaries in the tech field, come help us extract valuable insights from our data.
I'm in need of a versatile Roblox developer who can bring my vision to life, focusing on creating an entertaining, aesthetically pleasing, and immersive gaming experience. Key Tasks: - Game Design and Development: Conceptualize and craft interactive elements that off...both simplistic and complex models while making sure they align perfectly with the overall game design. Ideal Skills: - Comprehensive understanding of Roblox Studio - Strong scripting knowledge using Lua - Experience in creating both desktop and mobile-optimized games - Evidence of prior work with game design, coding, and building on Roblox I'm looking forward to working with a passionate and driven individual who's eager to create an exceptional Roblox gaming experience that captivates and engage...
More details: What type of data do you want to store in the database? Pet information, Medical history How many fields do you need for pet information? 5-10 Pet owners information table Appointment information table Medical history table What kind of user interface do you expect for inputting the medical history data? Form-based entry
...stored locally during production of each device. Information regarding post-production sales of software add-on features is also stored in the database. Each operations location generates local SQLite databases and other data files which are individually copied to our home office and merged to contain data from all locations. We want to move to a cloud database model, using Azure, and need an Interface Layer between these custom C++ and Java applications and the cloud storage. The cloud storage is likely PostgreSQL but is negotiable in the design process. The Interface Layer will have a well-defined API to query, access, read and write to the cloud database(s). The API will be available from C++, Java, and Python applications. The architecture must be able to lo...
I am in need of a competent social media manager who can help boost brand awa...Experience: • Significant experience in managing social media accounts across multiple platforms, especially Facebook, Instagram, and Twitter. • A deep understanding of social media trends, as well as how to create and promote engaging content that effectively increases brand awareness. • A knack for strategic planning and implementing social media strategies that are goal-oriented and results-driven. In summary, I need someone who can effectively manage my social media accounts, regularly post engaging content, and formulate a social media strategy that increases brand awareness. If you are confident in your skills and have a track record of successful social media management, I'...
I am searching for an expert in Matlab and Cplex optimization models who can develop a decision support dashboard application. This dashboard will be a critical tool in making data-driven decisions. Key skills preferred for this project are: - understanding Cplex optimization models - Solid knowledge and experience in Matlab application development - ability to link matlab and cplex - Understanding or experience in supply chain management
...businesses to buy our website design services from us. Your role will be integral, as you will be the first point of contact with these businesses. Key responsibilities will be: - Engaging potential clients in a formal personal manner - Promoting our wide range of products from our customer reputation report system to our basic website packages - Using your negotiation and persuasion skills to close deals You should bring: - Proven experience in cold calling, preferably within a small-business environment - Excellent communication and persuasion skills - Be able to write detail notes on each call - Be able to talk fluently in English - Familiarity with our products would be a bonus but isn't essential. This role is perfect for someone with a determined, goal-dr...
We are seeking 2 Montessori trained teachers to create a comprehensive, engaging curriculum for toddlers, pre-school ...experiences Curriculum Details: - Utilize Sensorial, Language and Math materials - Interactive and hands-on - Engage diverse learning styles and interests Please share any relevant experience and samples of previous work, if any. Please call to ensure you gain maximum time for your application, to talk to the CEO and to establish your own foot hold on this senior position, this is in a sport activity driven motivated and achievement with drive, excellence and position to prosper....Montessori is at your heart, knowing the children are without saying there too, you should understand child centring, physical understanding and wellbeing Call today 07300647291 and s...
...As a creator of primarily entertainment-focused content for an adult demographic, it's important for me that the methods employed are in line with my content and audience. Key Responsibilties and Requirements: • Understand my content and target audience to optimise strategies. Prior experience with Entertainment-focused YouTube channels for adults is beneficial. • Develop and implement result-driven strategies to increase the watch hours. • Currently, my channel has between 1,000 and 4,000 watch hours. The mission is to exponentially increase this. • Use ethical methods. No bots or black-hat strategies. Skills and Experience • Proven track record in YouTube marketing, channel growth or a related field. • Exceptional understanding of YouTube...
As the owner of an existing MySQL database, I'm currently experiencing issues related to oversized databases which needs to deleted not needed files. While I'm currently unsure about the exact number of records or rows. Ideal candidate for this project will have: - Deep expertise and experience with MySQL databases - Proven track record of mitigating issues related to large data volumes - Ability to potentially develop a sustainable, long-term solution to prevent future issues - Strong communication skills to guide me through the process Tasks would include: - Assessing the existing database and identifying the main areas causing high data volume - Implementing efficient strategies to optimize the database - Testing the database to ensure the issue...
Hi Mubashar H., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
I'm seeking an expert in innovation and process definition with advanced knowledge in DISC. The goal is to design a product centered on enhancing communication capabilities among team members, starting from their DISC profiles. While the primary role will involve developing new and creative solutions for improving team communication, understanding DISC profiling is crucial for this project. Expertise Required: Innovation in process definition Enhancing communication skills within teams based on DISC profiling The ultimate goal is to create a unique product that strengthens team communication across various professional settings. Please apply if you have a creative mindset and proven experience in innovating and defining processes, especially with a focus on commu...
I need a freelancer with competent skills in text data entry. You'll be transferring details to an online database. Your Responsibilities: - Transfer textual data accurately - Ensure data consistency and quality check - Update data in the online database Ideal Skills: - Proficient in using an online database - Strong attention to detail - Excellent typing skills - Intermediate data entry experience Only freelancers who can confirm they have these skills and the required intermediate experience should apply.
I'm in need of an AI proof-of-concept (POC) that will significantly improve productivity by automating the text data analysis process. The system should be capable of getting bunch of written information then simplifying them in a way that reduces human effort and speeds up decision-making processes. Key Tasks: - Design and develop an AI POC - Automate data analysis to improve productivity Ideal Skills: - Extensive experience in AI development and data analysis Please show me your previous work, certifications and Github link
I am seeking a creative professional to generate an engaging app brand name, domain, and conduct a trademark search for my AI-driven food recipe app. This is an app that offers tailored recipes based on user preferences and available ingredients. It will encompass all types of recipes, giving users the power to explore and customize to their preference. Noteworthy features of the app include: - Recipe search and filtering - Ingredient substitution suggestions - Step-by-step cooking instructions Ideal candidates will have experience in brand development, an understanding of trademark rules and regulations, and a flair for creativity. I need someone who doesn't just know how to find names, but also how to find a brand that “fits” and speaks to our target audience....
I'm hunting down a gifted composer with a passion for and interest in soundtrack music composition - we are piloting a hugely innovative product in the training world - think Netflix drama meets TEDx education. We've filmed a 'pilot' season of 9 x 10 minute training videos, but they're all character/drama driven and we need a Netflix style soundtrack to go with it. It's a low budget project at this stage as this is a pilot season but if it's successful we plan on filming at least 6 further seasons. Ideally it would suit a film/tv/soundtrack composer who is looking for experience / writing credit / showreel material/ This has never been tried before in our sector and promises to be a game-changing new concept! Role: - Developing an engaging ...
As a dedicated company, we are looking to hire an experienced Geographic Information System (GIS) professional who is proficient in ArcGIS Pro. Key Tasks: - Perform spatial analysis. - Create maps for our project. Purpose of the Tasks: - Our main objective is to utilize these tasks for data exploration and decision...exploration and decision-making. Type of Data: - We have several types of data you'll be working with, including geographic, demographic, and environmental data. Ideal candidates should have a firm understanding of Spatial Analysis theory and practices, skilled in data visualization, and have excellent skills in map creation. Proof of experience in similar projects and a passion for GIS data-driven decision making will be a plus. We look forward to your comp...
Join our team as a Telemarketer and earn commission-based pay for your hard work! We do not require any upfront payment from our employees - all compensation is provided after the completion of tasks. If you are motivated, results-driven, and ready to excel in a dynamic sales environment, we want to hear from you. Contact us today to learn more about this exciting opportunity!
In search of an experienced telemarketer that can help me sell digital products to individual consumers. The ideal candidate will have experience in: - Telesales, particularly of digital products for individual consumers. - Skill in p...product value. The core requirement of this project is to enhance the efficiency of telesales with the aid of predictive dialing. Your role will involve directly interacting with potential customers and convincing them to purchase our digital products. Familiarity with consumer behavior and preferences will be an added advantage. This project requires a dedicated individual/s who are result-driven and have exceptional communication skills. As the audience are individual consumers, the hired freelancer should have good knowledge and experience in ...
In this ground-breaking foray into AI-assisted film production, I am seeking a professional who can: - Generate moderately realistic AI locations and characters for a talk show. It's important to strike the balance between realism and a visually engaging aesthetic, meaning they don't necessarily need to be highly authentic, but still need to keep viewers engaged. - Lead the AI scriptwriting process, populate the stage with AI algorithm-based casting, and manage the editing. The ideal freelancer for this job should have: - Extensive experience in AI technology, specifically in film scripting, casting, and editing. - A track record of producing visually appealing and engaging content. - A strong understanding of the talk show genre, including its conventions and aud...
I am currently in need of expert C# programmers who could develop a software capable of user authentication and database integration. Key functionality includes: - User Authentication: The program should allow users to securely log in using a username and password. Experience in developing secure login systems is highly appreciated. - Database Integration: The solution must integrate with SQL databases, hence, proficiency in SQL database connections is mandatory. The developers must be experienced in C# programming, SQL databases, and secure user authentication. Candidates with a proven track record of similar projects will be prioritized.
I'm hunting for a talented individual who can channel their creativity into converting my rough idea into a captivating 20-page manga chapter. With a mix of action, fantasy, and adventure, the narrative should be driven primarily by character development. What I'm looking for: - Proven experience in writing engaging manga-style narratives, especially in a shonen style similar to Naruto or One Piece. - Basic to advanced sequential art skills. My drawing skill are zero. - Ability to work under tight deadlines - I need this project completed ASAP. I can't wait to have an artful and engrossing narrative shaped from my ideas and your creativity. I look forward to seeing your bids and previous work samples!
I am seeking a driven and detail-oriented freelancer to remove the background from my image file. Although the file type has not been decided yet, your flexibility and competence to work with various formats, such as JPEG, PNG, and TIFFs is essential. Your application should enlighten me about: - Your past work, especially similar projects - Your expertise and experience in background removal - A meticulous proposal for this project Although the ultimate use of these images is unspecified, having familiarity in application realms like product photography, website design, and print media can be a boon. Looking forward to an enthusiastic partnership.
I need a professional who can help me to develop a comprehensive model for measuring return on investment (RoI) through the use of analytics. We run a web e-learning platform where our customers are businesses who buy our subscriptions to teach language training courses to their employees. We invest in talent development to make our courses better. We are looking for a presentation which can now help us in tracking RoI and an approach to enable decision makers. Looking at below specific questions to be answered: ● Main metrics to track and approach to measuring ROI ● Different use cases or objectives and their potential impact on ROI ● Determination of cost. Any other potential factors? ● Feasibility ● Utilization of external data points Applicant should specifically provide: - Detai...
...Machine Learning (ML) to join us in developing a sophisticated content analysis tool. This project aims to leverage AI technologies to classify and analyze text data efficiently. The tool will be able to categorize a news outlet's political orientation (Left, Center, Right) based on articles published in the past year. Technical Expertise: - Demonstrated proficiency in Python and experience with AI-driven development projects. - Solid experience in implementing NLP and ML algorithms, capable of managing the full data processing lifecycle from collection to analysis. - Expertise in web scraping and data extraction techniques, specifically related to extracting content from online sources. - Previous experience with technologies such as OpenAI's ChatGPT API will be cons...
I am in urgent need of a dedicated virtual assistant fluent in data entry for text and numbers into Microsoft Excel. The task at hand will involve: - Populating an Excel database with text and numerical information. - Using five different fields for each entry. An ideal candidate should possess: - Proficiency with Microsoft Excel and an understanding of its usage for data management. - An acute attention to details to ensure data accuracy. - Proficient typing speed for quick data entry. - Data management and administration experience are beneficial. I will provide the sources from where the data is and can be accessed for input into an Excel workbook I have built. See attached workbook. The tabs are broken out by states here in the USA. Please note that this project wil...
