Captcha human bypass project työt

I am looking for a referral to an artificial intelligence service or software that can efficiently sort through many thousand page PDF's and accurately group similar pages. The project must be automated and provide accurate results. It must be performed with software, AI, etc. No human beings should be reading or looking at the documents. For example, there are 30 documents with an average of 3,000 pages. They needed to be analyzed and extract similar documents into individual PDF's. For example, all vendor invoices from the same vendor extracted and sorted by date, etc. Patter or image recognition using mostly the same format from different vendors or customers when they send pages that are in these bulk PDF's Ideal skills and experience for this job include...

Project Description: I am seeking to build a relationship and grow with a talented digital/visual artist to create a surreal video composition, using AI photos I will provide from deep philosophical, mathematic, and transcendent prompts with Chapt GPT translated to Midjourney The goal of this project is to create an escape from the recent suicide of my mother, I'm 22, using scientific, abstract and emotional elements to turn my imagination into reality, I don't have the editing/software skills, all I have are questions and limitless curiosity. I want to walk into a multiversal space whose environment symbolizes the mythic patterns and changes of time, liminal. Starting from a kid playing vr and entering this vr experience through an endless tunnel of time. A journ...

I am looking for a science writer who is knowledgeable in the field of peptides and biohacking specifically for human use like Thymosin alpha 1, TB500, SS31, LL37 and has a PhD level qualification or experience. The ideal candidate will be able to write scientific blog / articles on various topics within pepetide and health Skills and experience required: - In-depth knowledge of peptides - Ability to write clear, concise, and accurate scientific articles - Familiarity with scientific research and terminology - Strong research and analytical skills Responsibilities: - Conduct research on assigned topics within peptides - Write scientific articles that are informative, engaging, and accurate - Ensure content is well-structured, organized, and free of errors - Follow provided guide...

...looking for a freelancer to develop an ERP software for my company. The ideal candidate should have experience in developing ERP software and have a strong understanding of accounting, inventory management, and human resources modules. Key requirements: - Accounting module: The software should have robust accounting functionalities to manage financial transactions, generate financial reports, and support budgeting and forecasting. - Inventory management module: The software should include features to track inventory levels, manage stock replenishment, and generate inventory reports. - Human resources module: The software should have capabilities to manage employee information, track attendance and leave, and handle payroll processing. Integration: - There is no existing...

Need renders using rhinos from already provided model? With human scale added and 2 street and 2 areal views

Hi developers, I need someone to help me to write a scraper. Website I need is Because there is CloudFlare to check URL when I visit this site eg I need to get all reviews of this site with URL like that. The scraper app should be run and deploy in the docker server. Let me know if someone can do that. Please write 'Human' at the first your proposal to know you are not a bot. Thanks

...of educated and refined because he is a thoroughly educated gentleman and also a bit eccentric as such but overall lovable. And he loves to laugh at his every whim as he speaks as the scripts will detail. His voice is cartoony in that he sounds like a human-insect hybrid (because he is) but still articulate and lovable and refined and like the sort of gentleman who you would find to start a conversation within any place you could find one who would start with the line below. I am looking for a voice actor who can commit to a long-time project, is not very costly (I'm living off a fixed budget), is very experienced in doing character voices, has excellent singing abilities as the Wogglebug has songs in most of the movies. I am looking for a voice actor of any experie...

...of educated and refined because he is a thoroughly educated gentleman and also a bit eccentric as such but overall lovable. And he loves to laugh at his every whim as he speaks as the scripts will detail. His voice is cartoony in that he sounds like a human-insect hybrid (because he is) but still articulate and lovable and refined and like the sort of gentleman who you would find to start a conversation within any place you could find one who would start with the line below. I am looking for a voice actor who can commit to a long-time project, is not very costly (I'm living off a fixed budget), is very experienced in doing character voices, has excellent singing abilities as the Wogglebug has songs in most of the movies. I am looking for a voice actor of any experie...

A human resources professional is required to write and paraphrase the following: 1- CV is compatible with ATS systems 2- cover letter 3- LinkedIn Profile The job is Quality Manager

I want Animal and Human geometrical illustration portraits for a clothing brand. This clothing brand is purely based on Tribal themes, and appreciate creative experiments with the tribal theme and the geometric illustration of the said genre. Files attached for types of art we are expecting.

I am looking for a skilled 3D artist to create realistic characters for my project. Style: - The characters should be rendered in a realistic style. Character Design: - I have a detailed concept for each character that I would like you to follow. Number of Characters: - I need more than 7 characters to be designed. Skills and Experience: - Proficiency in 3D modeling and rendering - Strong understanding of human anatomy and facial expressions - Ability to bring detailed concepts to life - Attention to detail and ability to create realistic textures and materials

We are on the lookout for talented freelancers with a keen eye for details and a knack for identifying awkward moments in AI-generated photos of humans. Task: to review AI-generated photos of human to identify and flag awkward or inappropriate content. Each batch consists of 100 photos to review. Turnaround time will be within the day Here are the review guidelines: 1) Check fingers – anything awkward/distorted or unreal, too many fingers/hands, thumb in wrong area = flag out 2) Check feet/legs – anything awkward/distorted or unreal, too many toes/legs = flag out 3) Check pelvis region - anything awkward/distorted or unreal = flag out 4) Check all other parts of body - anything awkward/distorted or unreal = flag out 5) Check for nudes - anything nude = flag out 6) Che...

Project Description: AI for Video Analysis We need to recognize human action or behavior for a health project. Some examples of human action: 1. simple ones: walking running jumping 2. complicated ones: dancing, dancing ramba, zombie walk, or olderly lady stumbling. 2. body movement related to certain disease Our input: a. A large video database with videos labeled, e.g. walk, run, dance b. A video clip from our user Our output: match the user vide a with a video in database b, and output the label. e.g. this video matches label "run" Placeholder web site: MaxxSports is based in Houston USA. We are seeking a skilled AI developer to create a video analysis system that focuses on action recognition. The project require...

...rebranding purposes and should have a modern style. I prefer bold and vibrant colors for the color scheme. You will see two previous logo's - the first '' was my first logo for the site and I really liked the simplicity of this. The next logo is '' was a rebrand that I want to have redone. Its too long, too one sided and open ended. I'm looking for something that represents human physiology (DNA Strand or part of a strand), simple, clean and will look good in a black on white logo and a white on black logo. I'm partial to the colors of the second logo '' but want more of a royal blue. Thanks Skills and Experience: - Experience in logo design and rebranding projects - Strong understanding of modern design principles - Proficienc...

...that exist in the world. From the lavish stadiums of elite European clubs to the makeshift pitches in impoverished neighborhoods, football exists in a spectrum of contexts. The sport's ability to bridge these gaps, even if momentarily during a match, speaks to its potential as a unifying force. In conclusion, football is more than just a game; it is a global language that speaks to the shared human experience. Its simplicity, elegance, and ability to bring people together make it a phenomenon that transcends boundaries. Whether played in the dusty streets of a favela, the manicured fields of a European powerhouse, or the packed stadiums of a World Cup final, football is a celebration of the beautiful game that unites us all....

Join our team as a Part-Time Property Assistant, a role that requires your involvement for two ...remotely as needed. We Offer: A flexible and supportive work environment, ideal for those scaling back from full-time employment. A mix of remote and on-site work, allowing you to balance professional responsibilities with personal time. An opportunity to make a significant impact in the lives of our tenants and the community. This role is tailored for individuals who are dependable, enjoy human interaction, and are looking for a balanced, part-time position. Whether you're semi-retired, returning to the workforce, or simply seeking a change of pace, we value the unique qualities you bring to our team. Join us in fostering a welcoming and well-managed living environment fo...

Hi, I need a web scraping expert who can scrap some data from websites and save in the google sheets. on one page there is captcha implemented that needs to be handled. We may need to use proxy also to open one page. I need it done in 2 days and It can be done easily within 2 days. Write "scraping" at the start of the proposal. Only bid if you have experience of handling captcha and proxy usage in python. More details will be provided in the DM. Thanks.

Hello, I'm looking for a mixer for my song...my song, I will leave my audio and my beat here for you to analyze and along with it, the same song but recorded by my friend. What I want is for you to structure the song like the example that I will leave and put the effects that are also in the example, I don't know if it is a lot or not but I know that you will do it very well :) And by the way, I want you to tune my voice to the "strange human" style, also known as "nova". He's the guy who records the example song. And please give it to me remastered, I only want it to distribute. I don't know when you get paid, it's my first song and I had in mind 100 dollars at most but I don't know prices , thank you, tell me if you're inter...

Make the Captcha more effective against spam, change the email account, and ensure that the contact form is functional.

ROS2 AND PYTHON FOR ROBOTICS PROJECT I am seeking assistance with the following tasks and features in ROS2 and Python for robotics: you will implement a software system for a mobile robot deployed to solve a road inspection task. The goal of the task is to automatically appraise the quality of the road surface and report that information to the human user. The basic report will simply contain the number of detected potholes in the whole environment, whilst more advanced reports can include the pothole size, their location and a pothole map indicating the severity of the road damage across the environment. There will be two variants of the environment available: one featuring easy to spot potholes with distinct appearance and one with more realistic appearance for additional...

I am looking for a skilled freelancer to develop a SaaS platform for backlink creation. Here are the project requirements: Budget: Less than $500 Features: - The most important feature for the backlink creation tool is automated backlink building. The platform should be able to generate backlinks automatically without manual intervention. I have a list of 10.000+ website. These websites are all very similar. they require a person to sign up which requires: -username (this can and should be just a random name) -email address (this can and should be a random email address) -Password (again, random is fine) -Password verification (should be same as password obviously) -A Solvemedia Captcha. I want to automate this process Hosting and Domain: - The client already has both ...

...logo and brand guideline for "After Hello," a revolutionary matchmaking service that combines the precision of recruiting with the world of dating. The logo should embody the transformative moment beyond the initial greeting, capturing the essence of meaningful connections and high-quality dates. Incorporate elements that reflect sophistication, trust, and the seamless merging of technology and human connection. Feel free to explore creative concepts that resonate with the brand's mission to redefine the dating experience. Please read the full brief below before applying. - We prefer a modern and minimalist style for the logo. No AI Logos, looking for creativity. Needs to include an Icon. - We have specific colors in mind for the logo. We have mood boards atta...

I am looking for a skilled freelancer to develop a SaaS platform for backlink creation. Here are the project requirements: Budget: Less than $500 Features: - The most important feature for the backlink creation tool is automated backlink building. The platform should be able to generate backlinks automatically without manual intervention. I have a list of 10.000+ website. These websites are all very similar. they require a person to sign up which requires: -username (this can and should be just a random name) -email address (this can and should be a random email address) -Password (again, random is fine) -Password verification (should be same as password obviously) -A Solvemedia Captcha. I want to automate this process Hosting and Domain: - The client already has both ...

2023 could be the year for exponential growth for you! You can achieve a lot more remotely and make a mark globally. 100% Remote Work from home. Flexible timing (US PST/EST) Duration: 6 Months (180 days) Employment Type: Internship Requirements: Available for the work-from-anywhere remote internship Can start internship immediately Are available for at least 6 months Have relevant skills and interests, only those candidates can apply Ability to work in the US EST/PST zone Responsibilities: Work with the HR Manager and resource recruitment department Conducting Global Recruitment Live recruitment and staffing assignments Handle end-to-end recruitment, onboarding, joining formalities, and final feedback Visa and other requirement fulfilment of candidates Preliminary rounds, docs collec...

We have an automated program with few bugs So we are looking who have experience with the following task 1) The program must work with Mobile OTP verification 2) Captcha Bypass using our API 3) Multi windows Run 4) Run on VPS 24/7 5) Windows Compatible 6) Telegram Notification Required 7) Auto Selection 8) Auto Payment 9) Better if you can include AI commands For more details you can discuss with us, Any Automated response will be Ignored

...book cover for my personal project titled "Mentalidad Invencible" (12,7 x 20,32 cm (5 x 8)). The main theme and message I want the book cover to convey is motivation and success. I prefer a minimalistic and clean style for the cover design. Original title: Mentalidad Invencible: Forjando el Espíritu de los Emprendedores Indomables Skills and Experience: - Strong graphic design skills with a focus on book cover design - Experience in creating visually appealing designs that convey motivational and success themes - Proficiency in using design software and tools to create clean and minimalistic designs - Ability to understand and incorporate the specific dimensions of the book cover (12,7 x 20,32 cm (5 x 8)) - Creative mindset to bring a fresh perspective to the ...

**** WAIT........... READ........DON'T JUST APPLY FOR THIS PROJECT UNLESS YOU CAN DO IT IN MY PREFERRED BUDGET OF INR 600/- ................! *** Third party companies, please don't apply...*** *** ONLY genuine & freelancers who's first/second language is Spanish*** *** This is a very small project, so total budget is INR 600/-. If you can accept it then only apply*** I am looking for a native Spanish freelancer to proofread my document of 24 pages and fix any syntax issues and give a human touch to my work. This a very small project so my budget is fixed, if you can't do it in this budget, I respect but please don't apply and waste your time. If you can accept this project within this budget without compromising on quali...

Are you a talented and passionate writer with a keen interest in the world of true crime? Do you have a knack for crafting captivating narratives that keep viewers on the edge of their seats? If so, we have an exciting opportunity f...Exceptional research skills to gather accurate and up-to-date information for script development. Strong communication skills to collaborate effectively with the video editing team. Attention to detail and a commitment to delivering high-quality, engaging scripts. We need 8-10scripts per month (1500-2000 words) Note: This role involves creating scripts without the use of AI, as we prioritize authentic human storytelling. Reference Channels: @DrInsanityCrime @ExploreWithUs @mindofacriminal .

I am looking for a talented artist who can create 150 black and white sport...a list of exercises that they want to be included in the images. Style: The images should be realistic and anatomically accurate, resembling anatomical illustrations. Highlighted muscles: The highlighted muscles should be colored to stand out in the images. Ideal skills and experience: - Strong artistic skills and ability to create realistic and detailed illustrations - Knowledge of human anatomy and ability to accurately depict muscles - Experience with creating sport or exercise-related illustrations - Attention to detail to ensure accuracy in highlighting the muscles Please provide a portfolio or examples of previous work demonstrating your ability to create realistic and anatomical illu...

...of educated and refined because he is a thoroughly educated gentleman and also a bit eccentric as such but overall lovable. And he loves to laugh at his every whim as he speaks as the scripts will detail. His voice is cartoony in that he sounds like a human-insect hybrid (because he is) but still articulate and lovable and refined and like the sort of gentleman who you would find to start a conversation within any place you could find one who would start with the line below. I am looking for a voice actor who can commit to a long-time project, is not very costly (I'm living off a fixed budget), is very experienced in doing character voices, has excellent singing abilities as the Wogglebug has songs in most of the movies. I am looking for a voice actor of any experie...

ERP SAP Facilitator in the Gauteng / M...Strong knowledge and Facilitating experience in SAP modules, specifically in Finance, Sales and Distribution, Human Resources, Procurement and Supply Chain. Objective: - The client has specific goals and objectives for implementing SAP. Timeline: - The client prefers the project to be completed within a year or two. We are looking for an ERP SAP Facilitator with expertise in SAP modules, specifically in Finance, Sales and Distribution, Human Resources, Procurement and Supply Chain. The ideal candidate will have a strong knowledge and experience in SAP and will be able to assist us Online / On Site Facilitation with our specific goals and objectives for implementing SAP. The project will be ongoing for approximately o...

I am currently working with histological images to quantify neurons. I have made a dataset of 400 images of human neurons with their corresponding labels generated by labelimg and saved in .xml format. I would like to create a simple AI algorithm so that the pre-trained model can identify these neurons. Then, once the model is trained, it has to identify these neurons in the images.

Hi guys, Thanks for your interest in writing for us. IMPORTANT: Human writing only - No AI or Rewriting - (we check) What we offer: *A full-time position with a starting salary based on the amount of work you do for us. If you can write more or want to write less (e.g. part time), that is fine as well. As a reminder it's ca. "$1100/Month Starting Rate for 3k Words/Day". You'll enter on $17.50 per 1000 words. *Flexibility: No Skyping, no phone calls, accept projects when you have the time to complete them, take time off when you need (letting us know in advance is good practice). *Easy to work with: We reply to questions fast, will provide valuable input and feedback on every single task you complete. *Gain experience by working on varying projects that ...

*Job Title:* Senior Node.js Developer for Garage Management System *Project Overview:* We are developing an advanced Garage Management System designed to streamline operations and enhance efficiency of Automotive Garages. This system will integrate various modules including Accounting, HR, Inventory, CRM, Sales, Marketing Cost Management, and more, leveraging the capabilities of , Metronic Angular theme, and GPT-4 technologies. *Key Responsibilities:* - Develop and implement modules for the Garage Management System using Node.js with a focus on the framework. - Integrate the Metronic Angular theme for a seamless and user-friendly interface. - Utilize GPT-4 technology for advanced features and functionalities and Automation - Collaborate with the team to design, code, test, and

...understand any of the legal ramifications, has no money and nowhere to turn. If she leaves Charlie she and the kids will be homeless. If she stays she will lose her kids. Answer all these questions: Summarize the case. Identify the problem. What do you see as the ethical dilemma in this case? As a human service worker, how is Karen’s case an ethical dilemma for you? Who or what is creating the problem, you, the client, the legal system or the funding source? Apply the Ethical Standards for Human Service Professionals. Which Ethical Standards apply to this case? What course(s) of action are indicated by the Ethical Standards and may help lead to a resolution of the problem? Determine the nature and dimensions of the dilemma. Consider the moral principles of autonomy, ...

I am looking for a skilled developer who can create a program for iOS that translates cat meows. The program should be developed using Objective-C. Main Function: - The program should have the ability to translate meows into human language based on cat have a short description of translating to describe what the meows were and how it was determined. Ideal Skills and Experience: - Proficiency in Objective-C programming language - Experience in developing iOS applications - Familiarity with speech recognition and translation technologies - Understanding of cat behavior and meow patterns Please note that the program should be user-friendly and have a clean and intuitive interface. The successful candidate should be able to deliver a high-quality and reliable program

...Learning I am looking for a skilled software developer to create a solution that automates invoice entry using AI learning. This project is for personal use, and I need the software to have invoice processing as its main feature. Key Requirements: - The software should be able to process and extract relevant information from invoices automatically. - It should have AI learning capabilities to improve accuracy and efficiency over time. - The ability to analyze and generate reports based on the processed invoice data is essential. Subject: Proposal for Implementing Automatic Invoice Entry System with AI Learning An advanced automatic invoice entry system. Project Overview: Our goal is to revolutionize our invoicing workflow by introducing automation with AI learning ca...

We are looking for someone to redesign the website in Word-press from scratch. This includes: - A clean wordpress installation - A fresh, modern responsive design (a customized template is enough) - The installation and configuration of the following plug-ins o Ultimate Member (including registration page) o Spam protection / Captcha for registration o Events including payment plugins o MailPoet including connection to Ultimate Member o User Roles including connection to Ultimate Member users - Data transfer from the old website, including o All pages o All user data in Ultimate Member o Event template and forms o Newsletter templates o User roles

...Conducting interviews and sorting through applicants to fill open positions. • Assessing applicants' knowledge, skills, and experience best suits open positions. • Recruiter to start Immediately • You should have experience working with social media, especially in Recruitment • You should be able to identify good employees, through interviews Recruiter Requirements: • A bachelor's degree in human resources. • The ability to conduct different types of interviews. • Experience with recruitment processes and databases. • Should have at least 2 years of Recruiting experience • Should have Social network experience (Facebook, Linkedin, Telegram) a big plus + websites like Indeed, glassdoor, etc., • Good computer skills &...

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# Figma UX Design Specification for Mobile App Development Platform ## Project Overview ### Project Name Mobile App Development Platform (MADP) ### Purpose The purpose of the MADP is to provide a comprehensive platform for developing mobile applications seamlessly across Android, iOS, Flutter, and hybrid platforms. The platform aims to streamline the development process, enhance collaboration among developers, and improve overall productivity. ## Design Principles ### 1. **Consistency** - Maintain a consistent design language across all screens and elements. - Ensure uniformity in typography, color schemes, and iconography. ### 2. **Intuitiveness** - Prioritize an intuitive and user-friendly interface. - Minimize the learning curve for new users by employing...

I am looking for a skilled 3D artist who can create realistic human characters with complete rigging and facial blendshapes using Blender. The ideal candidate should have experience in character modeling and rigging, with a strong understanding of human anatomy and proportions. Requirements: - Expertise in character modeling and rigging - Proficiency in Blender software - Ability to create realistic human characters with detailed facial expressions - Knowledge of facial blendshapes and rigging techniques - Understanding of human anatomy and proportions - Attention to detail and ability to follow specific style guidelines Responsibilities: - Create high-quality, realistic human characters with complete rigging and facial blendshapes - Ensure the models a...

I am currently seeking a freelancer to assist me with my MBA project in the area of Human Resource. I have some guidelines in mind, but I am also open to suggestions for a specific research question or topic. The project is expected to be between 50-100 pages or 10,000-20,000 words in length. Ideal skills and experience for this job include: - Strong knowledge and understanding of Human Resource concepts and principles - Experience in conducting research and analysis in the field of Human Resource - Proficiency in academic writing and formatting - Excellent communication skills to ensure effective collaboration and understanding of project requirements If you have the expertise and passion for this subject matter, please submit your proposal a...

...WordPress and the ability to format and upload content directly onto the platform Responsibilities: - Researching and writing articles on various technology topics - Ensuring the content is well-written, grammatically correct, and free of plagiarism - Formatting and uploading the articles onto the WordPress platform - Meeting deadlines and publishing new content twice a week - Content should be real human written and copyrighted free and SEO-friendly Ideal candidate: - A content writer with previous experience in writing for technology blogs - Strong research skills and the ability to produce high-quality, informative content - Proficiency in using WordPress and knowledge of SEO best practices - Excellent written and verbal communication skills - Reliable and able to meet dead...

I am looking for a skilled ebook writer to co-write about human personality profiles. The topic will centre on people relationships at home, work and community. The content will analyse human personalities based on profiling tools such as DOPE, DISC, Myers Briggs etc. Key requirements for this project include: - interest in human personality - have stories on relationships If you have a passion for writing and are able to create compelling content that captivates readers, then this project is perfect for you. Apply now and share your previous work samples to showcase your writing skills.

Please watch this: and this I need you to do something similiar but use these wording here Introducing, the Medical Breakthrough X. The world's first massage chair with (check) 8 Human Hand Massagers (check) Hot Stone Massage (check) Baby Hand massage (check) Focused Back & Spine Massage Fall asleep in a matter of minutes. It's time for a Medical Breakthrough and here is the clip : Please make the video a 1 min long. Do an amazing edit, if you are good I have 10 other chair video for you to do and a lot of other products for you to do. I will pay $30 per edit, it is only 1 minute. Do an amazing edit. Submit your entries

...identify trends and predict areas for quality improvement. AI System Integration and Roles within the ERP: Data Aggregation and Analysis: The AI system will aggregate data from all modules, analyze patterns, and provide insights to improve decision-making processes. Process Automation: AI will identify and automate repetitive and time-consuming tasks, thereby increasing efficiency and reducing human error. Predictive Analytics: Utilize AI for predictive analytics in various modules, including patient no-show probabilities, inventory depletion rates, and financial forecasting. Natural Language Processing (NLP): Integrate NLP for understanding and responding to patient queries in the CRM and customer portal, and for analyzing sentiment in reputation management. Machine Learning Op...

I am looking for a skilled artist who can create a realistic pencil sketch of a house with two individuals in front of it. The sketch should be larger than A2 in size. Specific requirements for the sketch include: - Emphasizing the details and features of the house -...individuals in front of it. The sketch should be larger than A2 in size. Specific requirements for the sketch include: - Emphasizing the details and features of the house - Capturing the likeness of the two individuals in front of the house Ideal Skills and Experience: - Proficiency in realistic pencil sketching - Ability to accurately portray architectural details - Experience in capturing human likeness in sketches Please provide examples of your previous work in realistic pencil sketching when submitting your...

I am looking for someone to automate the application submission process for job postings on LinkedIn. Skills and Experience: - Experience in automating application submissions on LinkedIn - Familiarity with Linke...LinkedIn. Skills and Experience: - Experience in automating application submissions on LinkedIn - Familiarity with LinkedIn's application process and requirements Responsibilities: - Manually submit the CV to the relevant job postings, based on the provided instructions. - It is a manual work, which does not require coding or programming skills. It requires only time. Note: This project requires a real human to manually submit the resume to the relevant LinkedIn job posts. The ideal candidate should be able to handle a significant number of submission...

Scrape a website daily at 7 am EST for stock split information from Benzinga: Note that they have IP banning mechanisms, so the webscraper needs to look human-like to avoid getting IP banned. Skills and Experience: - Strong web scraping skills - Proficient in programming languages such as Python or JavaScript - Experience with data extraction and manipulation - Familiarity with APIs and web crawling tools - Attention to detail and accuracy in data collection