Outsourcing data entry projects using spss jobs

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    2,000 outsourcing data entry projects using spss jobs found

    ...Key Features: - Master entry of Client including KYC, Inward-Outward Register, Task Assignment, Quotations, Appointment Letter, Acceptance Letter, Engagement Letter, Management Representation Letter, NOC of previous auditor, Staff KYC, Etc. - Robust reporting and analytics capabilities - Automation of email notifications, data entry, scheduling, and other statutory records Integration: - Seamless integration with Excel sheets for reporting and analytics Ideal Skills & Experience: - Proficient in software development with a focus on analytics - Experience with task automation software - Strong understanding of Excel and data integration - Excellent communication skills for understanding office needs This project will significantly enhance our office eff...

    $225 Average bid
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    13 bids

    I am seeking a skilled Recruitment Specialist with a focus on entry-level positions in the real estate industry. Your primary responsibilities will include candidate sourcing, interview scheduling, and onboarding assistance. Ideal candidates should have: - Proven experience in recruitment, particularly for entry-level positions - In-depth knowledge and understanding of the real estate industry - Excellent organizational and communication skills for scheduling and conducting interviews - Experience and skills in facilitating smooth onboarding processes for new hires

    $3515 Average bid
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    11 bids

    Data from pdf or word files to system software

    $65 Average bid
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    231 bids

    I am looking for top notch blender artist experience or freshers both welcome .. Well knowledge in blender modeling texturing rigging animations fx rendering lighting..etc Share your work reels or links with proposal....

    $3 / hr Average bid
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    11 bids

    I need an experienced PHP and MySQL developer to join me in creating an engaging, responsive, and user-friendly web application. The primary goal of this project is to design and develop an inventory management system. Key Features: - The web application must include login facilities, alerts, chat, wizard pages. - We want it to be visually appealing and accessible across all devices. - A responsive and attractive CSS and HTML design is a must. Ideal Skills: - Extensive experience with PHP, MySQL, CSS, and HTML. - Strong proficiency in creating responsive and user-friendly websites. - Knowledge of best practices in web design and development.

    $284 Average bid
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    49 bids

    We are waiting for a brand name and logo from you as detailed below. 1. Purpose of th...deliver all design files in an editable format (.ai, .pdf, .svg). • Designs must be original and not used elsewhere before. • The ".com" domain of the name you suggest must be available or purchasable for a maximum of $1,000. If the domain is unavailable, your entry will be invalidated. • We only ask for a name suggestion and logo; we do not need any additional graphic work or mockups! • Your name suggestion should not have negative meanings in different languages. • If more than one person submits the same brand name, the first person’s entry will be considered valid. • The connotation of the brand name in English will put you ahead. • E...

    $275 Average bid
    Featured Guaranteed Sealed Top Contest
    $275
    152 entries

    I'm looking for a freelancer who can assist me with my sales data. The tasks primarily involve data entry, data cleaning, and data analysis. The dataset is relatively small, with less than 1,000 rows. Ideal skills for this project: - Proficient in Microsoft Excel - Experience in data entry - Strong data cleaning skills - Capable of performing data analysis Please bid if you have the required skills and experience. Thank you!

    $10 / hr Average bid
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    144 bids

    I need a professional to list 5000-7000 home goods products on Amazon. Some product descriptions are ready, but assistance will be needed for the rest. Drop-shipping business, List thousands of products from other platform to Amazon. Use AI to change details. Fix 10-15 INR per listing. Ideal Skills and Experience: - Previous experience in product listing on Amazon - Proficiency in creating SEO-friendly product descriptions - Familiarity with home goods - Excellent attention to detail

    $11 / hr Average bid
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    85 bids

    I need a freelancer to help me copy and list 300 Ebay products on my NopCommerce website. The project involves copying product details, prices, images, and other specifications from the source to my site. Key Requirements: - Copy and paste product information such as Title, Specifica...- Copy and paste product information such as Title, Specifications, Details, Price, Item ID, and Reviews. - Select appropriate product categories. - Add meta keywords and meta descriptions. - Format product specifications in bullet points as per my requirements. - Use only high-resolution images as specified. The task needs to be completed within 3 days. Prior experience with NopCommerce and data entry is crucial for this job. Attention to detail is essential to ensure all listings are accur...

    $122 Average bid
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    139 bids

    I need a professional to list 5000-7000 home goods products on Amazon. Some product descriptions are ready, but assistance will be needed for the rest. Drop-shipping business, List thousands of products from other platform to Amazon. Use AI to change details. Fix 10-15 INR per listing. Ideal Skills and Experience: - Previous experience in product listing on Amazon - Proficiency in creating SEO-friendly product descriptions - Familiarity with home goods - Excellent attention to detail

    $10 / hr Average bid
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    39 bids

    I'm looking for a professional who can utilize ElevenLabs to contact my list and schedule service appointments in my Google Calendar. Key Responsibilities: - Use ElevenLabs to call my contact list - Schedule service appointments into my Google Calendar Ideal Skills: - Experience with ElevenLabs or similar systems - Proficient in Google Calendar - Excellent communication and scheduling skills Please note, I currently manage my contacts manually through a spreadsheet, so some assistance with this may also be required.

    $84 Average bid
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    13 bids

    I need a professional to list 5000-7000 home goods products on Amazon. Some product descriptions are ready, but assistance will be needed for the rest. Drop-shipping business, List thousands of products from other platform to Amazon. Use AI to change details. Fix 10-15 INR per listing. Ideal Skills and Experience: - Previous experience in product listing on Amazon - Proficiency in creating SEO-friendly product descriptions - Familiarity with home goods - Excellent attention to detail

    $262 Average bid
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    62 bids

    I'm looking for a freelancer who can assist me with my sales data. The tasks primarily involve data entry, data cleaning, and data analysis. The dataset is relatively small, with less than 1,000 rows. Ideal skills for this project: - Proficient in Microsoft Excel - Experience in data entry - Strong data cleaning skills - Capable of performing data analysis Please bid if you have the required skills and experience. Thank you!

    $13 / hr Average bid
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    93 bids

    I'm looking for a virtual assistant to aid my real estate investment company. The role involves researching construction estimates, gathering bids, and handling data entry and organization tasks. Key Responsibilities: - Researching construction estimates: You will need to find reliable estimates for various construction projects. - Gathering bids: I need you to source and compile bids from various suppliers. - Data entry and organization: Keeping the information organized and easily accessible will be crucial. Critical Research: - Supplier comparison: A significant part of the role will involve comparing different suppliers to get the best deal. Supplier Information: - Pricing details: Most importantly, I need you to gather and compare pricing det...

    $10 / hr Average bid
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    57 bids

    ...who loved them. But he scared the shit out of delivery drivers who would drop their packages and run. the coat which was very unusually beautiful is what’s called a brown rosetted pattern. The file submitted file must be art quality high rez and will be printed on canvas at later date. AI generated images or those with basic art combinations will be rejected and are a waste of your time. Your entry MUST be an original piece worthy of an art gallery store to have a chance of selection. We are art collectors and decided to open this to the world of undiscovered artists. If that is not you, please don’t waste your time. This is an international contest and the prize will be paid if you create an emotional connection of the subject (cat) with the audience (grieving fam...

    $1000 Average bid
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    174 entries

    I'm seeking a virtual assistant who specializes in cold emailing for lead generation targeting Real Estate businesses. Your primary role will be to craft and send eng...assistant who specializes in cold emailing for lead generation targeting Real Estate businesses. Your primary role will be to craft and send engaging cold emails with the goal of generating potential business leads. Ideal Skills: - Experienced in cold emailing - Excellent written communication skills - Understanding of lead generation strategies - Familiarity with business-oriented communication - Data entry and scheduling experience is a plus but not a primary focus Your role is crucial to expanding my business network and generating potential opportunities. A proactive approach and persistence will b...

    $3 / hr Average bid
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    21 bids

    ...positions, xG calculations, and more. Key Deliverables: 1) Object Detection and Tracking: Use YOLO (or similar) for player and ball detection. Integrate DeepSort or a comparable tracking library for consistent player tracking across frames. 2) Event Detection: Automatically detect events such as goals, passes, shots, etc. Implement logic to analyze possession time and calculate xG. 3) Output Data: Generate reports with average player positions, event summaries, and possession breakdowns. Include visual overlays on the video showing tracked objects and detected events. 4) Video Processing Pipeline: Efficiently process full match footage (90+ minutes). Ensure compatibility with common video formats. 5) Code Documentation: Provide clean, modular, and well-documented code for fu...

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    I'm looking for an experienced Python programmer who can create a dashboard using Dash. This dashboard will be used to analyze various data points and display key performance indicators (KPIs), curves, graphs, and predictive results. It should also incorporate an API for real-time data updates. The primary focus of this dashboard will be: - Displaying analysis data (Analysis done just display) -Displaying results of models done after reading entry feature from dashboard Essential skills for this project include: - Proficiency in Python and Dash and design - Ability to integrate API into a dashboard

    $44 Average bid
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    21 bids

    Looking for foreign and Thai reviewers who living in Bangkok, Thailand or Traveler. Both men and women. * Instagram appears to have had a lot of engagement with your post in the past. Terms and conditions : 1. Use the services offered by the shop. Take video to give the store a review. (You must have an English subtitle, but you can review in your own language and style.) 2. Share videos on your own Instagram account. (Before posing, let's prove the videos.) 3. Let us share, and we'd like you to promote the post (boosting post) for us. (Or just only boosting rights for us to promote the content by ourselves.) 4. Posts cannot be permanently removed or removed before a year has passed. 5. Give us approval to use the video clips as TVCs in front of the store. Details : Head Spa Shop...

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    ...looking for food bloggers or anyone who love foods to create the food recipe using our product "FURIKAKE". See attached for our products. Existing recipes are in our website. Variety of our FURIKAKE FURIKAKE youtube video Please find the detail description of "FURIKAKE" at the end of project description. Key Requirements: - Create one idea of recipe using FURIKAKE. (if more than one idea, appreciate) - Write the recipe - Take photo Procedure: 1) we will send you our FURIKAKE 2) create ideas of recipe and share with us 3) write one recipe 4) take photos Your role will create the new idea of using FURIKAKE. Our target customers are 10-20 ages of female/male living in USA

    $250 Average bid
    Featured Guaranteed
    $250
    358 entries

    ...looking for food bloggers or anyone who love foods to create the food recipe using our product "FURIKAKE". See attached for our products. Existing recipes are in our website. Variety of our FURIKAKE FURIKAKE youtube video Please find the detail description of "FURIKAKE" at the end of project description. Key Requirements: - Create one idea of recipe using FURIKAKE. (if more than one idea, appreciate) - Write the recipe - Take photo Procedure: 1) we will send you our FURIKAKE 2) create ideas of recipe and share with us 3) write one recipe 4) take photos Your role will create the new idea of using FURIKAKE. Our target customers are 10-20 ages of female/male living in USA

    $108 Average bid
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    7 bids

    ...detail-oriented Brand Sourcing Specialist to support our team. This role requires no direct communication with brands—just the ability to research and document brand data using provided tools. Responsibilities: Identify profitable brands on Amazon using tools such as SmartScout and Keepa (training provided if needed). Enter brand and product data into a basic spreadsheet with accuracy and consistency. Follow clear guidelines to meet weekly and monthly sourcing targets. Requirements: Familiarity with SmartScout and Keepa is a plus but not required; training will be provided. Strong attention to detail and accuracy in data entry. Basic knowledge of Excel or Google Sheets. Ability to work independently and meet deadlines. A positive attitu...

    $5 / hr Average bid
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    25 bids

    I'm seeking a skilled data scientist or machine learning expert with a strong background in medical imaging analysis. The project revolves around classifying both benign and malignant tumors using T2-weighted MRI data, with the primary aim being research analysis. Key Responsibilities: - Develop a robust classification model using T2-weighted MRI data - Analyze and interpret the results for research purposes Ideal Skills and Experience: - Proficiency in machine learning and data analysis - Prior experience with medical imaging is highly desirable - Excellent skills in interpreting complex data Your expertise will be pivotal in advancing our understanding of tumor types and their implications for research.

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    I'm looking for a mid-level Support Analyst to help manage my customer email inbox, perform data entry, and more. Requirements: - Prioritization of managing the customer email inbox. - Proficiency in HubSpot, Google Sheets, Registry Direct, and Docusign. - Experience in data entry and generating reports. Ideal Skills: - Excellent communication skills for customer interaction. - Good english, written and spoken - Strong attention to detail for data entry tasks. - Proficiency in HubSpot for email management. - Competency in using Google Sheets for data analysis. - Familiarity with Registry Direct and Docusign for document management.

    $11 / hr Average bid
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    I'm looking for a comprehensive leads list of all wood refinishing companies in Alberta, with a specific focus on those that do wood railing stripping of stain and paint. Key Requirements: - The leads list should be in Google Sheets. - Each entry should include: Company name, Contact Person, and Phone Number. - The email addresses of the companies are also required. Ideal Skills: - Proficiency in data collection and Google Sheets. - Previous experience in lead generation. - Attention to detail and ability to verify information for accuracy. You will be tasked with creating a leads list that is accurate and thorough, and can ultimately help in contacting these companies for business opportunities.

    $18 / hr Average bid
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    17 bids

    I am in need of a proficient freelancer who can assist with data entry tasks in Excel and Word. The primary focus will be entering customer information. Ideal Skills: - Proficiency in Excel and Word - Expertise in Data Entry - Attention to Detail - Excellent Typing Skills - Ability to Maintain Confidentiality - Good Time Management Skills Experience: - Prior experience in data entry of customer information is preferred. - Experience with soft skills applications is a plus.

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    Hey, I need someone to create a 3d rendering of a storage facility to show at a Boat and RV convention. It is a pretty simple build. It is 1 giant building that is 560 feet long by 80 feet wide (44,800 sqft). On either side of the long side there will be 40 garage doors on each side that are 12 feet wide by 14 feet tall with one entry way door in the middle of both sides. On the 80 feet wide sides there will be two entry doors for people to enter through to get to their unit. Other than that, there will be 75 feet of concrete surrounding the entire building for RVs and Boats to move around on and on the east side of the facility we will gravel 40 parking spots that are 14 feet wide by 50 deep for outdoor parking. Then finally it will be fully fenced in and have an automatic s...

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    ...COPIED PASTED FROM OTHER PAPERS- Original) data analysis, of graphs tables discussion of results and conclusion as any normal paper please and with zero plagiarism . The integration of artificial intelligence (AI) into business models has become a transformative strategy, enabling organizations to enhance efficiency, optimize decision-making, and gain a competitive edge. This study explores the development and implementation of an AI-driven business model tailored to address dynamic market demands and operational challenges. The proposed model combines machine learning algorithms, data analytics, and predictive modeling to streamline processes, enhance customer engagement, and maximize profitability. Key components of the model include real-time data processing, au...

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    I am looking for a professional with expertise in Python and TensorFlow/Keras to assist with classifying brain tumors using MRI data. The aim is to identify various tumor types such as glioma and meningioma. Key Requirements: - Classification of different types of brain tumors from MRI data - Use of TensorFlow/Keras for model development - Python programming proficiency The MRI data has already undergone normalization, so the focus will primarily be on model development and classification tasks. Experience with MRI data and tumor classification will be a significant advantage.

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    Data entry project parameters discussed

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    I'm seeking a detail-oriented freelancer to manually upload 2000 products from a specified website onto another. The products span a mixture of categories including Electronics, Fashion, and Home Goods. Key Responsibi...products from a specified website onto another. The products span a mixture of categories including Electronics, Fashion, and Home Goods. Key Responsibilities: - Manually transferring product information including product descriptions and technical specifications - Ensuring all uploaded products are approved on the destination site Ideal Skills and Experience: - Previous experience with manual data entry and product uploads - Understanding of product descriptions and technical specifications - High attention to detail to ensure accuracy and compliance ...

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    I'm seeking a dedicated support professional in the US Mountain time zone who can assist with handling customer orders and shipping requirements for of all types including truckoad, LTL, international etc. Key Responsibi...handling customer orders and shipping requirements for of all types including truckoad, LTL, international etc. Key Responsibilities: - Assisting salespeople and customers via email with their shipping inquiries. - Incorporating order entry and updates within the ODOO Zaccountung system. Ideal Skills: - Previous experience in customer service, particularly with shipping inquiries. - Familiarity shipping processes and protocols. - Proficient in email communication, with a knack for clear, concise and courteous customer interaction. - Experience with order...

    $15 - $25 / hr
    Sealed
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    ...telemarketing skills to collect data from burger chains in Sweden, Norway, Denmark, and Finland. The task involves calling approximately 15 different restaurant brands in each country and asking specific questions about their bread/buns supply. Key Responsibilities: - Cold calling restaurant chains to collect data - Asking specific questions regarding their bread/buns supply - Compiling the information into an Excel spreadsheet Ideal Skills: - Proficient in cold calling - Sales experience - Telemarketing expertise - Strong data entry skills Experience in the food/foodservice industry, especially with restaurant chains, would be a plus. You will have a list of restaurant brands to call, and the data will focus primarily on the burger segment and an...

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    I'm looking for someone to help me manually migrate and upload 51-200 YouTube videos. Key Responsibilities: - Manual data entry for video migration - Uploading each video with its respective title and description, tags and categories Ideal skills and experience: - Previous experience with YouTube video uploading - Proficient in manual data entry - Attention to detail for accurate data entry

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    I'm seeking a professional with exceptional data entry skills. The job involves handling mixed data (text and numbers) from online databases. Key Requirements: - Proficient in data entry - Good understanding of numerical and text data - Experience with online databases Please note that handling text data from other sources such as emails, scanned documents or manual notes is not part of this job.

    $10 / hr Average bid
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    61 bids

    ...terminates once either the TP or SL is hit. Please refer to this Youtube video for the basic concept - . Another name for this strategy is the Zone Recovery Martingale. The Youtube video uses a hedge multiplier of X2 but in my case, I would like it to be variable. I would also like for this to be used in crypto. A basic UI is required for the entry of basic inputs and for the trader to start the strategy....

    $23 / hr Average bid
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    I'm looking for a professional data entry freelancer who can assist me in transcribing mixed data from paper documents into Word documents. Key Responsibilities: - Accurately transcribing mixed data (text and numerical) from paper documents into Word documents - Ensuring high-level attention to detail to maintain data integrity Ideal Skills: - Previous experience in data entry - Excellent typing skills - High attention to detail - Proficient in Microsoft Word

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    What is possible with AI? I have a list of actors/actresses and want to get detailed biographies. I have a list of movies and want to get details about plot, writer, director, cast, poster and so on. Input format is CSV. Output format is SQL. I have thousands of movie clips and would love to get short descriptions on what can be seen. Not transcriptions - descriptions please. I have a 4090 from Nvidia and a lot of time to process these tasks. What is possible? I already run CrewAI scripts but the accuracy is poor. Can it be done better? Get in contact with me to discuss all of this or just one part of it.

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    I'm seeking a competent administrative assistant to handle various tasks ranging from managing my schedule to overseeing email correspondence. The role also involves dealing with financial data, so a degree of financial acumen is necessary. Key responsibilities: - Scheduling and calendar management - Data entry and organization, particularly dealing with financial records - Email management and correspondence Specific financial tasks: - Tracking expenses - Managing invoices - Overseeing contracts Ideal candidates will have: - Proficiency in data organization - Experience in administrative roles - Basic financial knowledge - Excellent communication skills - Strong attention to detail

    $18 / hr Average bid
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    113 bids

    I have 20 pages of mixed data (both numeric and textual) handwritten in t tables need of being transcribed into organized tables in Excel. Key Requirements: - Proficient in Excel with experience in data entry - Able to accurately transcribe handwritten data - Attention to detail to ensure data is accurately organized into tables Please note, no data validation or error-checking is necessary, I simply need the data typed up and organized.

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    I'm in need of an entry-level virtual assistant to help with managing my workload. Specific tasks may include scheduling appointments, managing emails, and data entry. Ideal Skills: - Basic proficiency in email and data entry tasks - Good communication skills - Ability to learn quickly and follow instructions Experience: - Previous experience as a virtual assistant is not required, but any relevant experience would be a plus. Please note: This project does not currently specify the use of any particular communication tool, but the ability to communicate via email is a must.

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    ...Magento 2 website. The task involves: - Transferring product information such as title number, description, images, sku number, and prices. - Ensuring the listings are accurately and completely transferred from eBay to Magento 2. - Uploading images as they are without any need for web optimization. - Using the existing product descriptions without modification. Ideal candidates for this project should be: - Proficient in using Magento 2, particularly in product management. - Experienced in data entry and manual product uploads. - Detail-oriented to ensure all product information is accurately transferred. - Able to follow instructions carefully and respect existing product descriptions. This project requires a diligent and meticulous professional who can e...

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    I need a skilled bookkeeper to help me tally the expenses for a small kiosk that was opened 3 months ago. The t...skilled bookkeeper to help me tally the expenses for a small kiosk that was opened 3 months ago. The task will involve data entry and providing an analysis of where expenses and profits are going. Experience working with small cafes is a plus. Key Requirements: - Track expenses related to inventory and supplies, as well as operational costs - Generate Profit and Loss Statement, Cash Flow Statement, and Balance Sheet - Deliver the final analysis in an Excel Spreadsheet Ideal Skills: - Previous bookkeeping experience, particularly for small cafes or kiosks - Proficient in Excel and able to create detailed, clear reports - Capable of providing insightful analysis ...

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    I'm in need of a skilled data entry professional who can help me collate and input both paper and digital information into an Excel spreadsheet. Key Responsibilities: - Handle a mix of paper and digital files, ensuring accurate and timely data entry. - Organize and input data into a provided Excel spreadsheet. Ideal Skills and Experience: - Proven experience in mixed data entry (both numeric and text-based). - Proficiency in Microsoft Excel. - Strong attention to detail to ensure data accuracy. - Ability to meet deadlines. You will need to sign a non-disclosure form and ensure that you delete all data from your files once the project is complete. We will provide the excel with the correct headings for your data

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    We are seeking a skilled Frontend Developer to transform our UI/UX designs from Figma into responsive, high-quality HTML pages using the Bootstrap framework. The ideal candidate will have a strong eye for detail, ensuring that the final implementation closely matches our design specifications while maintaining optimal performance and responsiveness across all devices. Key Responsibilities: Design Conversion: Accurately translate Figma designs into clean, semantic HTML5 and CSS3 code using Bootstrap. Responsive Development: Ensure all web pages are fully responsive and optimized for various screen sizes and devices. Cross-Browser Compatibility: Test and ensure compatibility across major browsers (Chrome, Firefox, Safari, Edge). Component Implementation: Utilize Bootstrap&rsq...

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    I'm looking for an entry-level virtual assistant to help me manage my Shopify e-commerce store. The main tasks will be: - Order Processing: Keeping track of incoming orders and ensuring they are processed smoothly and efficiently. - Customer Support: Assisting with customer queries, primarily through email and live chat. Ideal Skills: - Basic understanding of e-commerce operations and Shopify platform. - Good email and live chat etiquette. - Ability to multi-task and prioritize orders. - Problem-solving skills to handle customer queries effectively. Experience in e-commerce or virtual assistant roles is a plus but not mandatory. I'm willing to train the right candidate.

    $6 / hr Average bid
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    55 bids

    We are seeking a detail-oriented and reliable Data Entry Specialist to assist with organizing and entering new contacts into an Excel format. The ideal candidate will have excellent typing skills, a keen eye for detail, and the ability to deliver high-quality work within specified deadlines. Project Details: Scope of Work: Cognito will provide a list of companies. Using this list, the specialist will research and identify relevant Marketing and Media & Communications contacts in the US, UK, Netherlands, Germany, Hong Kong, Singapore and Australia, including their job titles (and email if available). Requirements: o Proven experience in data entry or similar roles. o Ability to conduct accurate online research to source contact details. o Proficien...

    $23 / hr Average bid
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    I need a skilled developer to create a stealthy trade copying solution for my DXTrade account. The trade signals are received via Telegram messages, which contain the entry price, stop loss, and take profit. The challenge is to implement this without the prop firm detecting the trade copying. Key Requirements: - Understands DXTrade platform - Proficient in Telegram API and message parsing - Able to replicate trades without detection - Experience with stealth or undetectable software solutions Ideal Skills: - Strong programming skills, preferably in Python or JavaScript - Experience in developing trading software - Knowledge of trading strategies and terminology - Familiarity with prop trading firms' detection methods Please note, this is a sensitive project requiring discre...

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    ...successful track record, I'm excited to offer my services to amplify your projects. Understanding that visibility is key to success, my goal is to utilize my skills to enhance your project's reach and influence. Here's what I bring to the table: - Tailored Advertising Strategies: Developing custom advertising plans that align with your project's goals and target audience. - Multi-Platform Campaign Management: Executing campaigns across platforms like Google Ads, Facebook, Instagram, LinkedIn, and more, to maximize exposure. - Engaging Content Creation: Crafting compelling ad copy and visuals that resonate with your audience and reflect your project's message. - Data-Driven Optimization: Continuously analyzing campaign data to refine tactics...

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