Web scraping tutorial python jobs

I'm seeking a Python Jupyter expert with a specialization in data visualization. Specifically, I'm looking for someone to help me build interactive charts for my data. The ideal candidate should be familiar with the Pandas library and proficient in using Dash for creating interactive visualizations. Key Requirements: - Proficient in Python and Jupyter - Experience with Pandas for data manipulation - Strong knowledge in data visualization principles - Skilled in creating interactive visualizations using Dash Your tasks will include: - Understanding the data I provide you - Building interactive charts that represent the data accurately - Ensuring the visualizations are user-friendly and interactive Ideal Skills: - Python - Jupyter - Pandas - Dash - Data Vis...

I'm seeking a proficient software engineer adept at Java, Python, and C++, who will assist me in website development. The core assignment entails creating a program specifically for WordPress, my preferred CMS. Ideal Skills and Experience: - Comprehensive Java, Python, and C++ knowledge - Previous experience with website development - Proficiency in WordPress CMS Your role will focus on developing a program tailored to my needs, emphasizing functionality and integration within the WordPress platform. It's essential to have a hands-on approach, be detail-oriented, and dedication to creating high-quality, reliable software. Applicants should show a portfolio or examples of previous related work. This will aid in understanding your process, style and skills that can ...

upload text file into site and extract his content

I am looking for a skillful editor to handle videos for my YouTube channel, focusing on AI. The aim of my channel is providing creative presentations about various AI concepts. - Content: The videos will ma...Audience: The target audience possesses a basic understanding of AI concepts, so the explanations should be comprehensive without being overly technical. Ideal Skills And Experience: - Proficiency in video editing software. - Knowledge and experience with AI tools. - Ability to communicate complex AI concepts in a visually compelling, easy-to-understand manner. - Creativity and ability to visualize tutorial content. - Understanding of basic AI concepts. This project offers an opportunity to express creativity while educating about the fascinating aspects of artificial int...

I am in need of a Python expert to create a program that will handle multiple tasks concurrently via workers (multi process) I already wrote a task manager using threading and async, I just want to make sure I have no race conditions, avoid deadlocks and improve logic and preformance.

I am seeking a Python expert to deploy and debug a web application from my Github repository. Requirements: - Experienced with Python for web development. - Has expertise in deploying Python web applications. - Must be knowledgeable in debugging Python code and fixing potential issues. - Familiarity with Python web frameworks like Django, Flask, or Pyramid (actual framework used will be confirmed during the kick-off meeting). Your role will specifically involve deploying and debugging my Python web application to run locally. Experience with data analysis and machine learning will be beneficial. A background in similar roles/projects will be highly regarded.

I'm urgently seeking a Django expert to develop a backend application for my project. This application requires: - User authentication and authorization, roles: Global Administrator: - Access to everything Application Administrator: - Access...Company provider creation/update- method POST 6. Company provider service category creation/update- method POST 7. Service creation/update- method POST Models: Use attached data model as a base, not mandatory to reproduce AS IS. What is expected: 1. Django application 2. DB performance enhancement scripts. i.e. indexes. The ideal freelancer for this project should display strong proficiency in Python, Django, and experience in API integration. Given the urgency of the project, I would prioritize candidates that can deliver high-quality...

...autonomous driving systems by effectively monitoring and tracking objects. Key Responsibilities: - Implementing object tracking in lidar point cloud data - Utilizing provided JSON files for object detections - Developing a visual representation of the tracked objects - Ensuring the tracking system is optimized for the specific needs of autonomous driving Ideal Skills and Experience: - Proficient in Python, with experience in relevant libraries like NumPy or Open3D - Prior experience with object tracking in lidar point clouds - Understanding of the requirements and challenges of autonomous driving technology - Ability to create visual representations of the tracked objects - Strong problem-solving skills and attention to detail This project is crucial for enhancing the safety a...

NOTE : this is for futures .. max budget is $300 *** please submit, only if you have worked on BOT projects for crypto exchange*** I'm seeking a skilled developer to create an automated trading system that can...require seamless integration with the MEXC platform. Skills and Experience Required: - Strong knowledge of algorithmic trading and cryptocurrency markets - Proficiency in building automated trading systems, particularly on the MEXC platform - Experience in developing and implementing trading strategies - Understanding of real-time market data analysis - Proficiency in coding languages such as Python, Java, or C++ Please only apply if you have a proven track record in building similar systems and are able to deliver a reliable and effective trading bot for the MEXC ...

For my project, I'm using Twitter's API version 2.0 along with Python for analyzing tweets. However, I've encountered a "403 Forbidden" error, pertaining to the Tweepy library that I need resolved. - Ideal Skills:Experience with Twitter's API, especially version 2.0, is critical. The freelancer should also be proficient in Python programming and have specific knowledge about the Tweepy library. - Other Information: Please note that, aside from Tweepy, no other libraries or frameworks have been employed for this project.

...Spreadsheet used for my car rental business. Each tab in the spreadsheet represents a specific car. The app should allow employees to: Select a car category (corresponding to a tab in the spreadsheet). Select a rental date. Input various amounts (e.g., rental income, expenses). Automatically update the corresponding tab in the Google Sheet with the provided data. Requirements: Experience with Python and Google Sheets API. Ability to create a user-friendly interface. Strong understanding of gspread and oauth2client libraries. Good communication skills and responsiveness. Deliverables: A functional app that performs the required operations. Documentation on how to set up and use the app. Support for initial setup and troubleshooting. Budget: [Your Budget] Deadline: [Your Deadli...

...list of processes. 5. Detailed view of specific process information. 6. Temporary storage of uploaded files in the browser. 7. Functionality to delete data being processed and start a new analysis. 8. Automatic process to delete old records from the database. 9. Recording of deletions for audit and regulatory compliance purposes. Technical Requirements: - Development in Java, NodeJs, or Python languages. - Implementation of API for file processing and database access. - Data storage in a database. - Data security and encryption. Expected Deliverables: - Complete development of the Colombia Rama Judicial file analysis system. - Implementation of user interface and specified functionalities. - Exhaustive testing to ensure the quality and accuracy of the system. ...

I need a Python script that can scrape ALL images uploaded on Stackexchange posts related to LaTeX, especially those tagged with tikz/pgfplot. The primary goal for collecting these images is to create a personal database of the best illustrations asked and made by users. Key Requirements: - Ability to scrape Stackexchange posts specifically related to LaTeX - Must be able to identify and download all images in the posts - Organize the images with their corresponding posts Ideal Skills and Experience: - Proficiency in Python - Experience with web scraping and data extraction - Familiarity with Stackexchange's layout and data structure - Ability to handle and download images from web sources Please submit detailed project proposals outlining your ap...

I'm in need of a developer who can create a web scraper for the marketplace. Your main task will be to scrape both card details and bids, based on specific filters such as rarity or card type. Key Requirements: - Extracting card details (name, stars, price, last sale price) and bids (price, quantity, time) - Applying filters based on card attributes like rarity Ideally, I would like the data to be updated on a daily basis. This means you will have to set up the scraper to periodically check for new information and update the existing dataset accordingly. Skills and Experience: - Proficient in web scraping - Experience with scraping marketplaces or similar platforms - Familiarity with filtering and updating scraped data - Ability to work with large dat...

Project Description: I need a developer to create a system that queries multiple external sources (18) through APIs, web scraping, and web page reengineering processes to extract information and structure it in the expected format. The system should generate a record of each query made, indicating whether results were obtained, no results were obtained, or if the source was not available. A document detailing all the sources of information from which data should be extracted will be provided. Main Features: 1. Automatic Querying of External Sources: Perform queries to multiple external sources according to the provided specifications. 2. Data Structuring: Process the obtained information and structure it in the required format. 3. Query Log Generation: Create a detai...

I'm looking for a geotechnical expert to perform a thorough analysis using abaqus on the requirements for a tieback wall in my project. Modeling with abaqus Python is preferred to link with abaqus Knowledge in UMAT is preferred Writing drafts Be organized

I'm seeking a highly skilled Python developer to implement an automated stock trading algo strategy with top-of-the-line features. Here's what you would need to handle: - Implement automation of the trading execution. This includes suggesting suitable algo methodology and developing programs to automate trade orders, modification, and cancellation. - Integration with the Shoonya trading platform. Understanding of APIs is crucial. - Managing a high frequency of trades, on a tick by tick basis; real-time is absolutely essential. Therefore, previous experience and proven ability to implement such processes is vital. The ideal candidate would have a deep understanding of Python and experience in algo trading, particularly automated trading execution. Proficiency worki...

...deploy serverless applications including API Gateway, Lambda functions, DynamoDB, and IAM roles. 2. Develop a wrapper in CDK to orchestrate the deployment of the serverless components by calling the construct to create a CDK stack. 3. Ensure that the deployed stack includes all necessary resources for the API functionality. Tools: 1. Infrastructure: AWS CDK with TypeScript. 2. AWS Lambda: Node.js, Python, or other supported languages. Considerations: 1. Implement least privilege access for IAM roles to follow security best practices. 2. Secure the API endpoints to protect the data and ensure confidentiality and integrity. Submission Deadline: Please submit a link to your code repository on GitHub by noon the day prior to your interview. The code should include your CDK constru...

I am in s...tasks may vary from website development to application development and data analysis. I need a versatile individual who can adapt to different project requirements and deliver high-quality results. The key functionalities and features required for these tasks may include user authentication, database integration, and payment processing. Ideal candidates should possess: - Strong coding skills in Python, Java, and JavaScript - Experience in website development, application development, and data analysis - Proficiency in user authentication, database integration, and payment processing - Ability to deliver high-quality results within the stipulated timeframes If you are a professional coder with the required skills and experience, I'd be happy to discuss further de...

I am seeking an experienced developer proficient in creating complex, feature-rich applications and websites....order tracking system for customer convenience. - The inclusion of an AI upselling feature tailored to client interests. - Click & Collect option for alternative product acquisition. - Open source data and web scraping capabilities for refined data category management. Design: The aesthetic should be minimalistic and clean, placing emphasis on functionality and ease of navigation without sacrificing style. Store based on Grocery - food & drink products. It is essential you have previous experience with e-commerce, AI implementation and open-source data technologies within app and web development. I look forward to viewing examples of past project...

I am seeking a skilled programmer who can create an intelligent BOT that's able to traverse my google spreadsheet and scrutinize incoming leads based on their EPC status. The main functionalities requir...simultaneously check their EPC statuses. - Highlighting Matches: In case a lead matches the EPC status I am in search for, the BOT should distinctly highlight the respective row in the spreadsheet. - Segregating Non-Matches: The BOT should be capable of moving the leads that do not match the desired EPC status to a separate section in the spreadsheet. Ideal skills for this job would be advanced Python or Java programming capabilities, extensive experience with google spreadsheets, and familiarity with EPC checks. A structured and methodical approach to problem-solving is ...

...of a proficient Python coder who can develop a robust object recognition system for me. The key tasks for this project are as follows: - Create a Python code able to recognize and detect people and vehicles. - The code not only needs to detect these objects but also provide specific information about them, including flagging any instances of jumping signals via license plate detection. - Additionally, it should be able to identify instances of multiple riders on two-wheelers, whether the riders are Indian or foreign, again using license plate detection. Algorithm 4 different Deep learning Algorithm and tell the best * Yolo * other than Yolo any 3 Deep learning network model The ideal freelancer for this project should demonstrate previous experience in P...

I'm looking for an artificial intelligence expert to help me incorporate AI into my websites. The AI should be able to perform the following tasks: - Natural language processing for chatbots: It is essential that the AI can effectively proce...tailoring the website experience to individual users. Key Responsibilities: - Incorporating AI technologies in the website for the above-mentioned functionalities - Ensuring the AI is seamlessly integrated and functions optimally - Delivering the project within a month Ideal candidate: - Has experience working with AI technologies, particularly in the context of website development - Proficient in Python and/or JavaScript - Adept at natural language processing and user behavior analysis - Able to deliver high-quality work within the req...

I require a proficient developer who can code a stock checker bot for Lowe's. The bot will need to be compatible with Discord, as we'll be using commands there to pull product ID and zip code data. Key details include: - It must be coded in Python. - The bot should track stock availability at Lowe's for a specified zip code, in real-time. Requirements: - Competency in Python is a must. - Previous experience in developing bots compatible with Discord. - Understanding of real-time data tracking. - Knowledge of Lowe's system or similar would be advantageous. The final deliverable should enable users on Discord to run a command with the product ID and zip code to get real-time results on product availability and price.

As a major part of my project, I'm looking for a specialist well-versed in both sentiment analysis and named entity recognition. You'd be perfect for this project if: - You have substantial experience in Python programming. - You have worked with the Natural Language Toolkit (NLTK). - You have demonstrated skills in sentiment analysis and named entity recognition. Your role would primarily involve working with the NLP tasks, using Python and NLTK. You would play a key role in executing sentiment analysis and named entity recognition for the data. An understanding of these processes, and the ability to work with them efficiently, will be key to the successful completion of this project.

I'm urgently seeking a Django expert to develop a backend application for my project. This application requires: - User authentication and authorization, roles: Global Administrator: - Access to everything Application Administrator: - Access...Company provider creation/update- method POST 6. Company provider service category creation/update- method POST 7. Service creation/update- method POST Models: Use attached data model as a base, not mandatory to reproduce AS IS. What is expected: 1. Django application 2. DB performance enhancement scripts. i.e. indexes. The ideal freelancer for this project should display strong proficiency in Python, Django, and experience in API integration. Given the urgency of the project, I would prioritize candidates that can deliver high-quality...

I have developed a model in Python and now I'm looking for a skilled individual who can enhance the model with semantics, particularly in the area of Natural Language Processing (NLP). Additionally, I need the model tested on different datasets to ensure it performs well in a variety of scenarios. Key responsibilities include: - Enhancing the existing model with NLP features - Testing the model on various datasets - Ensuring the model performs well across different scenarios The ideal freelancer for this project should have: - Proficiency in Python, with a strong grasp of NLP techniques - Experience in enhancing existing models with semantics - A track record of testing and optimizing models on diverse datasets. I'm open to discussing the specific datasets on w...

...integration, visualization tools, and cloud platform automation. Responsibilities: 1. Geofenced Mapping: Utilize bulk Google Sheets data to create geofenced mapping solutions. Implement geofencing techniques to accurately map addresses and locations and precise boundary definitions for target areas. Includes visual enhancements for clustering data and map filtering. 2. Data Integration: Integrate web scraped data into geospatial existing datasets. Ensure seamless integration and compatibility with mapping and visualization tools. Enhancing our overall data analytics capabilities. a. Integrate the processed data into a centralized dashboard and reporting system, optimizing for performance and user experience. b. Incorporate predictive analytics and AI/ML models to uncover deeper ...

I'm looking for a web scraping expert to help me gather personal profiles, email, and phone numbers from LinkedIn. The data I need should be based on broad search queries. Key Requirements: - Extract specific data: personal profiles, email and phone numbers - Data source: LinkedIn - Search type: Broad search query - Search criteria: Job title or role, Geographic location Ideal Skills: - Proficient in web scraping - Experience extracting data from LinkedIn - Ability to create custom search queries - Prior experience in gathering personal contact information

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...are seeking a skilled Python language tutor to provide online tutoring sessions for a group of three individuals consisting of two students and their teacher. The course will cover beginner to intermediate level Python programming concepts over four sessions, spread across 15 days. Each session should be a minimum of two hours and no longer than three hours. Responsibilities: - Develop a comprehensive curriculum covering fundamental Python programming concepts. - Conduct engaging and interactive online tutoring sessions for the group. - Provide clear explanations and examples to facilitate understanding. - Offer assistance with coding exercises and assignments. Requirements: - Proficiency in Python programming language. - Previous experience in tutoring or ...

I'm in need of a proficient Python developer experienced in web development, data analysis and automation scripts. The goal of this project is to develop a SaaS platform dedicated to Customer Relationship Management (CRM). The primary feature of the platform is a system that generates recommendations. Knowledge in contact management, sales forecasting, and email tracking are bonuses, though not strictly necessary. Efficiency, strong communication skills and experience in the SaaS domain is vital. The perfect fit would be someone who has previously worked on similar CRM projects.

As a website owner, I am in need of a freelancer to scrape the text content from the unstructured, plain text and HTML of my website's homepage. Tasks t...scrape the text content from the unstructured, plain text and HTML of my website's homepage. Tasks to complete for this project will include: - Identify valuable text data from the webpage - Create scripts or suitable methods to extract this text data - Clean and deliver the scraped data in a readable, usable format The ideal candidate for this position will be proficient in data scraping technologies, HTML, Python (or similar), and have the ability to work with unstructured data efficiently. Prior experience in a similar project and familiarity with data cleaning will be a huge plus. Please highlight any releva...

As an AI Engineer, I'm looking for a specialist to develop an AI system...Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recogniti...

I am seeking for a skilled web scraper who can effectively extract product information from online catalogs on a website. The aim here is quite straightforward; we need to gather and download catalogs to enrich our store's database. To further specify, the data in question include: - Product Images - Product Descriptions - Pricing Information - Category Details You will be tasked to focus on all categories available on the website. As such, proficiency in navigating various website blockades is a must. Your ability to deliver comprehensive, detailed, and accurate information in a well-structured format is crucial to this job. Prior experience in similar e-commerce web scraping projects would be a great advantage. Look forward to your bids. Thanks in advance!

We have an exciting project that requires the expertise of a talented Full Stack Web Developer. Key Requirements: - Proficiency in HTML/CSS, JavaScript, and Python. - Familiarity with Angular, React, and Django. - Ability to implement user authentication, payment integration, and social media integration. This project will involve a wide variety of tasks and responsibilities, and we're looking for a developer who can bring their full skill set to the table. The ideal candidate is someone who is not only technically skilled, but also creative, resourceful, and able to work well with other team members. If you believe you have the necessary skills and experience, we'd love to hear from you. Impressive portfolios or past project examples are highly recommended.

I am looking to build an E-commerce platform using Python's Django framework. 2 hour work my budget is 1000rs Key features required include: - A web development focus, primarily for an E-commerce platform - Adding and managing categories within the platform - Designing and integrating user authentication system - Setting up a fully functional payment gateway integration - Creating and managing a user-friendly content management system The ideal freelancer for this project should have strong experience in Python Django for web development, specifically E-commerce. They should possess a broad set of skills including, user authentication creation, payment gateway integration, and content management system development. Familiarity with E-commerce website standar...

I want to enlist the ass...enlist the assistance of an experienced web scraping developer, specifically in scraping data from Redfin. I'm primarily interested in the following data points: - Property address - Price - The number of bedrooms - The number of bathrooms This data will be used for personal reasons therefore respectful dealings with the website and its terms of service are obligatory. Here's the kicker, I don't just need you once. I'm wanting the data to be updated on a monthly basis, so I require a solution that's reliable in the long term. Ideal skills for this job are expertise in web scraping, familiarity with real estate websites particularly Redfin, and proficiency in language like Python, BeautifulSou...

Need some to program me a small function in this sdk to add RFID verification & then open gate for the user using following SDK.

More details: Which specific exchange traded fund (ETF) would you like the signal-based trading strategy to be created for? SPY What programming languages or tools do you prefer to be used for the analysis? Python What key metrics or factors should the multiple linear regression focus on? to predict daily price changes in SPY

I need a Python expert with deep knowledge of SEO and solid experience with Advertools, to develop a Colab script that successfully fetches and analyzes competitors' sitemaps. Key responsibilities include: - Fetching URL structures, page metadata (titles, descriptions) and XML sitemaps from competitors' sites. - The script should enable the extraction of keyword usage and analyze indexing patterns from the fetched data. Finally, the analysis results should be formatted and exported as a CSV file. Proficiency in CSV file handling is a must. Ideal candidates should have a proven track record in SEO analysis and Python programming, especially handling projects related to sitemap analysis and keyword usage extraction. Experience in Advertools is a requirement fo...

...seasoned Python developer who can also deliver high-quality training for advanced Python learners. Key Points: - Expect students to have advanced Python knowledge. - Training program should be 1 month long. - The focus should be on advanced Python concepts and practical applications. - Aim to cover various areas in Python development to enhance student's comprehensive understanding. Ideal Skills and Experience: - Proven expertise in Python development, particularly in-depth understanding of advanced concepts. - Experience in teaching and training, especially in advanced Python topics. - Strong communication and presentation skills, with the ability to explain complex concepts clearly and effectively. - Previous experience in desig...

I'm looking for a professional who can create beginner-friendly video tutorials on Ethereum trading. Key Points: - Platform: The tutorial will focus solely on Ethereum trading, so a deep understanding of this cryptocurrency is essential. - Level: The target audience for the videos are beginners, so the content should be clear, concise, and easy to follow. Ideal Skills and Experience: - Strong knowledge of Ethereum and the crypto trading world. - Experience in creating educational content, particularly for beginners. - Excellent communication and presentation skills for conveying complex concepts in a simple, engaging manner. If you have a knack for explaining things and want to help aspiring crypto traders get a strong start, then I'd love to hear from you.

I have a code scheme written in Python that I would like to be converted to Python. The goal of the code scheme is for data analysis. My ideal freelancer for this project would be someone who: - Has strong experience and understanding of Python - Has a background in data analysis - Is proficient in using NumPy or similar libraries - Can work independently and efficiently, with good communication skills If you are confident in your Python skills and experience in data analysis, please feel free to bid on this project. I'm looking forward to working with you.

I'm looking for an experienced coder in Python for my institute who can teach students python from basic to advance level. Key Requirements: - Proficiency in Python programming - Experience in developing software projects - Knowledge of coding practices and methodologies Your role will be to teach students python and make them proficient to build projects. This is going to be an offline projects in Nagpur, Maharashtra. Please include in your bid any relevant experience you have in developing software prototypes, particularly in Python.

I'm searching for a skilled development team to help us create...website should offer live betting options. Users should be able to place bets while games are ongoing. - The live betting functionality should be seamless, with minimal lag, to ensure the best possible user experience. Ideal Skills and Experience: - Prior experience in developing betting websites is highly desirable. - Proficiency in relevant programming languages like Python, Java, or PHP. - Good understanding of web security practices and measures. - Experience in creating user-friendly interfaces for online platforms. Please note, the project does not currently require support for casino games or fantasy sports, though the flexibility to add these features in the future would be beneficial. Refere...

I need content scraped off a Dokuwiki for...The task is not recurring; it will require a single extraction that encompasses: - all the text content, - images, and - links. Ideally, the perfect candidate for this assignment will possess expertise or qualifying experience in web scraping. Knowledge on how to extract data from diverse formats will be beneficial. Proficiency in web scraping tools and techniques is a prerequisite. Once the content has been scraped successfully, I would appreciate if you can help arrange the data in a clear, accessible structure. Kindly ensure that while conducting the web scraping, the site’s terms of use are respected and that no harm comes to the website. The job is about finding, arranging, and extracting inf...

...obtained: - cost of training - duration of training - training facilities within the school - success rates - etc The main goal of this project is to obtain some relevant info about all of the modular pilot training facilities in Europe and the UK. Key Tasks: - Data scraping: you will be responsible for scraping data about flight schools - Data researching Ideal Skills and Experience: - Proven experience in data scraping and research. - Familiarity with qualitative data and its nuances. - Proficiency in using data scraping/researching tools and software. - A background in working with similar datasets or within the aviation industry would be a bonus. Please provide me with details of your relevant experience along with your bid....

I'm in need of a skilled python developer who can craft a bot that generates proposal outlines based on a set of keywords I provide. Key Requirements: - The bot should be able to analyze a set of keywords I provide and generate a preliminary proposal outline accordingly. - This outline should be based on basic templates with placeholders that will later be edited by me to fit the specific project. The ideal candidate for this project should have: - Proven experience in developing AI, NLP, and machine learning algorithms. - Strong Python skills, particularly in the area of developing bots. - Excellent communication skills and the ability to understand and implement detailed requirements.

...desire; Pakistan, Bangladesh, India, etc. I need a freelancer from LATIN AMERICA only. I need close to EST time!! Furthermore, I need a BILINGUAL freelancer!! So READ before biding. I need a fully bilingual professional (I will interview in English via video) to do some tasks for my agency, such as: PR Outreach Social media Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Basic Wordpress (change text, add a button, upload a file, etc) And others related to the position You must be a FAST learner, attentive to details, curious, with great writing skills. Looking for someone that pays attention and doesn’t keep making the same mistakes over and over. Attention to detail. Common sense. ...