Input data engineering jobs

I am in dire need of a proficient machine learning engineer who is well-experienced in model selection, training, and data preprocessing. An ideal candidate would be one who excels in Python programming language since it is what I am most comfortable with. Additionally, you should be adept in handling a medium-sized dataset (1GB-10GB). In short, here's what I need: - Proficiency in Python programming - Robust experience with data preprocessing, model selection, and training - Ability to handle a medium-sized dataset (1GB-10GB) This project offers a great opportunity for those looking to flex their machine learning engineering muscles. I am excited to collaborate and see what your expertise can bring to the project.

I'm seeking a license commercial plumbing engineer to design and engineer the plumbing system of my small commercial establishment, which is less than 1,000 sq ft in size. Key tasks: * Ensure optimal plumbing for sinks and a dishwasher. * Handle a mix of provided and sourced fixtures. * Recommend plumbing fixtures/connections Ideal skills: * Proficiency in plumbing design and engineering. * Licensed in the State of Washington * Commercial Food & Beverage experience * Knowledgeable about drains and kitchen fixture installation. * Ability to source appropriate fixtures when necessary.

I need a graphic design that goes on a T-Shirt. The design goes on one side of the chest (see example). It should mention the followings; - Magnolia Science Academy - CA Distinguished School Magnolia Science Academy is a middle school focused on Science, Technology, Engineering, Arts, Math. We have recently were received the CA Distinguished School award. (CA is for California). Feel free of using your imagination.

I urgently need an expert in Science/Engineering to complete a writing assignment within 6 hours. The topic is broad and open to interpretation within the Science/Engineering field. Skills and Experience: - Skilled in technical writing within the field of Science/Engineering - Must have a strong grasp of English language and grammar - Ability to meet strict deadlines, with a availability to start immediately - Proven background in a relevant field of Science/Engineering is highly desired Please include a brief explanation of your experience within Science/Engineering in your bid. If you can, provide a snippet of your work or share links to your published assignments in a similar field. Thank you.

I'm in need of a competent mechanical, civil or offshore engineer who has a deep understanding of torsional natural frequency. The chosen expert would mainly assist in analyzing torsional natural frequency in an offshore engineering context—specifically pertaining to oil and gas exploration. Ideal Skills and Experience: * Proficiency in Mechanical Structure Dynamics * Understanding of torsional natural frequency * Knowledge in total response of a spring-mass-damper system * Practical application of Duhamel integral * Strong background in offshore engineering, especially in oil and gas exploration This task requires precise analysis and close attention to detail, hence only experienced engineers are encouraged to bid. I'm looking forward to fruitful collabora...

I'm seeking a seasoned structural engineer to assist in analyzing an existing house and advise t...Attached are design drawings for basic reference. The house is currently on a permanent wood foundation and will be moved and placed on new ICF walk out style basement Key Responsibilities: - Apply scientific and mathematical principles for the design of the building. - Run detailed analyses to ensure the durability and safety of the structure. Ideal candidate: - Expertise in structural engineering principles. - Previous experience in building design and analysis. - Proficient in CAD software. - Knowledge in physics, mathematics and materials science. This project requires a logical and methodical approach as well as strong problem-solving abilities, to deliver an apt and f...

...explaining the features as you go. Use caps lock for anything that requires editor attention or input. Intended for hardware devices: • Xiao Esp32-S3 Sense (I call 'sense') • a small bulb such as this: • ESP32-4848S040C_I_Y_3 (I call '484') • a small speaker, such as this: Each sense should be assigned the placeholder for 2 micro servos. So if a new sense is selected via the 484 at any time, it is assigned a light as well as 2 servos. No functionality is currently required of the servos but the coding should be set up and sound, and //commented out. Devices are to pair via the screen of the 484 through local wifi credentials input. The user should be able to add as many senses as the described setup would allow. I want the

We're looking for a programmer skilled in scraping and converting APIs into PHP or Python code (reverse engineering)! If you have the following skills, join us: 1. Proficiency in JavaScript: Ability to work with this popular programming language and fully interpret and modify codes. 2. Knowledge of Cryptography: Ability to understand and use cryptographic algorithms and methods to comprehend how data is encoded and to transform unencrypted data. 3. Familiarity with Progressive Web Apps (PWA): Deep understanding of PWA structure and methods to bypass installation on iOS. 4. Experience with network monitoring and traffic analysis software such as Fiddler: Ability to use these tools for analyzing network traffic and related information, including identifying and ...

...Python, Node.js, Postgresql, and Next.js. My project entails integrating an already developed Python bot to my existing website for the purpose of automating product-related data input. Here's what I require: - Bot Integration: This Python bot needs to seamlessly function with my website's Node.js backend and frontend. Your task will be to ensure this integration is smooth and functional. - Automated Data Input: The bot should reliably input product-related data. Expertise in database management systems, particularly Postgresql, will be vital for this task. - Error Handling: In the event of an error during data input, the bot is expected to automatically generate and send a bug report. If you believe you're ...

...The primary responsibilities will include developing a custom customer database tailored to our needs, where we can input various data such as photos, contact details, resumes, etc., and leverage machine learning algorithms for analysis. Additionally, there will be tasks involving automation and training and fine-tuning of models using tools like OpenAI's GPT-3, specifically Whisper. Key Responsibilities: Design and develop a specialized customer database for efficient data management. Implement machine learning algorithms for data analysis and insights generation. Create automation scripts for repetitive tasks. Train and fine-tune models using Whisper (OpenAI) with our own data recordings. Conceptualize and evaluate information for decision-mak...

I need a simple engineering drawing with all dimensions (Length, Width, Height) included. The units of these dimensions should be in millimeters. I would like to create a standard template to be used for multiple future drawing needs. Title block, description, logo placement, etc for a template. Attached drawing is the first needed drawing for my company, IMAGE COVER SOLUTIONS LLC. A simple duplication with the written modifications is all that is needed. I am looking for a freelancer with: - Proven experience in mechanical engineering and CAD software. - High attention to detail focusing on accurate measurements. - Fast turnaround time. If you understand this project and have the requisite experience, please apply and we can discuss further details.

...predictor tool for cats. This tool will predict the offspring's traits based on the user's input of the parent cats' traits. Features to be included in the application are: - Fur color prediction - Eye color prediction - Prediction of dilute traits - Pattern prediction - Silvering prediction - Dominant White & White Spotting prediction - Agouti prediction The design of the user interface involves the use of drop-down menus for trait input. The ideal candidate should have previous experience in developing similar applications

...access, update and input additional information into work orders. A direct connection to our SQL server is essential. The app should have the following key features: - Access and view work orders: Our employees should be able to easily browse and access the work orders. - Update work orders: A functionality to update the status of work orders is pivotal. - Add additional information: The app must also enable employees to input further necessary information into the work orders. Minimum qualifications include: - Proficient in app development. - Familiarity with SQL for direct server connection. - Prior experience building work order or similar task management apps. Ideal candidate has worked on projects requiring direct connection to SQL server for real-time da...

... comprehensive assistance. My requirements are as follows: - Research and drafting: I need someone who is well-versed in the subject area to conduct thorough research and help me in writing the dissertation. This will involve understanding the key points and theories in the field of Social Sciences and helping me translate them into a coherent structure. - Editing and proofreading: The final input to the dissertation is crucial. I need an expert who can refine the text, ensuring it is clear, concise, and well-structured. - Formatting and citation: The dissertation must be formatted according to the highest academic standards, and must meticulously adhere to the required citation style. I'm looking for a freelancer who has: - A background in Banking, Economics, or a relat...

I'm looking to develop an Artificial Intelligence (AI) charges calculator for Excel. The core functionalities include: - Automatic calculation of fixed charges - User-friendly interface for effortless interaction and data management. - Reliable data input validation to ensure accuracy and consistency. - Calculate Profit based on fixed charges and earning from subscription The calculator will primarily handle financial data. Prospective freelancers should have a strong grip on Excel, data validation, and UI/UX design—along with financial acumen for effective calculator development. A successful execution ideally enhances efficiency and aids with precise financial management.

...meticulous and reliable freelancer to assist with online data entry tasks. You'll be required to input data into spreadsheets using platforms like Excel or Google Sheets. The data will be provided to you in digital formats, such as PDFs, Word documents, or scanned images. Key Requirements: - Proficiency in online data entry - Experience working with spreadsheets (Excel, Google Sheets) - Ability to maintain accuracy and attention to detail - Familiarity with handling data in digital formats Ideal Skills: - Previous experience with similar data entry projects - Proficiency in using Excel or Google Sheets - Background in spreadsheet management - Strong attention to detail and accuracy A successful candidate will be someone who can ...

...experienced WordPress developer for extensive customization of my WordPress theme and WooCommerce functionalities. The main tasks include: - Customizing WooCommerce for unique product variations and custom features on single product pages. Familiarity with variable products and conditional logic is crucial. - Incorporating additional product attributes and enabling product selection based on user input. Proficiency in PHP and custom coding is desired. Ideal candidates should have a solid foundation in working with WooCommerce, PHP, and WordPress theme development with a focus on e-commerce sites. Their programming skills should be accompanied by a keen eye for design to implement layout changes, color scheme amendments and font customization effectively. This project requires ...

Task 1.1: Download Data from the SEC-EDGAR The first part of the task is to download some SEC 10-K filings of public firms. These documents will be analyzed in the next part of the task. • First, select 2-3 companies or tickers of your choice. • Second, for a given company ticker from a user, you need to download a 10-K filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Tas...

I am looking for a North America engineering firm, or a team of USA based skilled professionals (less preferable) to create a human-like humanoid prototype to be used in a service environment (e.g. hotel, government service centers like DMV, bank, schools, residential property management, etc...). Key Functions / features: - Greeting Guests: The humanoid should be programmed to warmly greet customers upon arrival (speaking English and Chinese Mandarin, with the ability to expand to other languages). - Providing Instructions / Directions and Assistance: The robot needs to be able to assist customers by providing them with accurate instructions / directions, and any other assistance they might require. - Carrying Small Luggage: The humanoid should be equipped with the physical cap...

I'm in need of an Arab Frontend Developer who is a master of and GSAP. The task on the table is to work on an interac...work on an interactive website that features animations along with 3D modeling and visualization. Key Requirements: - Proficiency in GSAP and - Experience in building interactive websites - Skilled in 3D modeling and visualization - Fluent in English and Arabic The primary goal of the project isn't specified, but given the need for intricacy in animations and 3D modeling, your creative input is highly valuable. The UI design hasn't been decided yet, leaving an opportunity for your artistic influence. Ideal Skills: - GSAP and expertise - Exceptional skills in 3D modeling - Creativity in interactive website design - Proficient in Arabic language...

I'm looking for an experienced music producer to handle both mixing/mastering and beat production for a hip hop single track. Key Requirements: - Proficiency in hip hop music production and sound engineering - Skills in both mixing/mastering and beat production Your role will be to take my raw vocals and ideas and turn them into a polished, professional hip hop track. Your work will be crucial in shaping the sound and feel of the music. Previous experience in hip hop music production is essential, as well as a strong portfolio of similar work. If you have the skills, passion, and creativity to bring my track to life, I'd love to hear from you.

I'm looking for a skilled developer to integrate Zendesk API with a database and create a system for data calculation. You need to be able to handle form made in PHP. Key Responsibilities: - Utilize Zendesk API to enable ticket creation - Develop an input calculation system that involves complex mathematical operations - Design and code the form and language switcher Ideal Candidate: - Proficient in Zendesk API - Extensive experience in database management - Skilled in developing input calculation systems involving complex mathematical operations

I am seeking an expert in audio enhancement and noise reduction to work on a dialogue-based audio file that's over 30 minutes long. This project involves: - Eliminating background noise - Correcting distorted sounds - Balancing uneven volume levels Ideal candidates will have a keen ear, attention to detail, and extensive experience in audio editing and sound engineering. A background in dialogue enhancement will be beneficial. Please apply only if you are capable of producing a clean, clear audio file from a less than perfect source.

I'm in need of a meticulous data entry freelancer to assist with inputting a small volume of text and numerical data. Key Responsibilities: - Input of less than 100 entries from online forms and spreadsheets. - Ensure accuracy and attention to detail throughout the process. - Maintain confidentiality and adhere to data protection policies. Ideal Skills and Experience: - Proven experience in data entry, with a track record of accuracy and efficiency. - Familiarity with online forms and spreadsheets. - Strong attention to detail and commitment to data quality. - Ability to work with a high level of confidentiality and discretion. - Proactive communication to ensure any issues are resolved promptly. This is a great opportunity for someone w...

I'm seeking an Android app automation expert who can assist in automating my app to communicate with other apps. The automation is specifically required to simulate user input, and the app should work in the background. Key Responsibilities: - Automate my Android app to interact with other apps by simulating user input - Ensure the automation works seamlessly in the background Skills and Experience Required: - Proficiency in Android app development and automation - Strong understanding of app communication and user input simulation - Experience in developing apps that work efficiently in the background - Knowledge of best practices for app automation and user experience Please ensure to include your relevant experience in your proposal.

...looking to hire a freelance Android developer for a quick task to update my QRNG generator mobile app. Most of the codebase required to implement the functionality is already provided. You will need to make necessary adjustments and enhancements to the existing code to align it with the updated requirements and ensure its compatibility with the latest Android standards. Requirements: 1) Textbox Input: Include a textbox for users to enter the size and filename. 2) Byte Stream Generation: Generate a byte stream from /dev/qrandom based on the entered size. 3) Display Byte Stream: Upon clicking the 'Generate' button, display the byte stream in a scrollable textbox below the button. The display should format the bytes in lines across the screen, removing any null character...

...an Excel sheet that will help me manage my product list and other essential production data. The excel file requires: - Filtering and Sorting Capabilities: The sheet should be able to sort and filter data easily. - Inventory Tracking: It is crucial that the sheet can track inventory levels to prevent overstocking or shortages. - Report Generation: The ability to generate reports will help me keep track of my production and make informed decisions. I need the excel file to have less than 10 columns, as I believe this will keep the sheet concise and easy to manage. The level of automation I am looking for is manual data entry with some formulas. This will help reduce manual work and ensure the data input is accurate. Ideal skills and experience for th...

...a sizeable Google Sheet containing pupils' names and their corresponding grades, each in a single row. I need a script that enables a user to input a unique pupil ID to look up their information, displaying only that specific row. The script should also include the following functionalities: - Show a direct link to the data in the selected row on another sheet, namely 'mywork sheet'. Ideal Skills and Experience: - Proficiency in Google Apps Script. - In-depth understanding of Google Sheets functionalities. - Experience in creating interactive scripts for Google Sheets. - Ability to build clear user interface for data lookup. - Familiarity with data linking across sheets. And in my words below I have a list of names on a Google sheet. - Pupil...

...quality, and overall user experience of the portfolio. - Offering actionable suggestions to enhance the existing setup based on your professional insights. The ideal candidate would have proficiency in both illustrating and writing along with a sound understanding of user experience. A keen eye for detail and a creative perspective on design and content is highly sought for this project. Your input will greatly determine the direction of improvements to be made on the website and portfolio. *Note* i just need your point of view, you just need to be a writer who can upload 3 chapters of your work or 3 different works. or you need to be an illustrator who can upload a good looking portfolio with at least 3 different artworks to populate your portfolio i just need your help, i...

I'm in need of a Flutter developer who can help me bring my social networking app to life. The key feature of this app will be the ability for users to create and customize human avatars. The customization level required here is 'basic', so it will mainly include simple outfits and accessories. K...developing social networking apps will be highly beneficial. - Avatar Customization: Experience in implementing avatar customization features, although basic level is needed. Your role will involve working closely with me to understand the vision for the app and implementing the avatar customization feature within the app. The app should be responsive, user-friendly, and able to handle user data securely. Your input and expertise in other areas of the app's de...

Looking for a seasoned 3D animator to bring life to an exciting children's entertainment project. The ideal freelancer should have an edge in creating intriguing, engaging and kid-friendly animations. - Expect to create dynamic 3D animation that will captivate a children's audience. - Develo...elements of fun, adventure, and humor, while ensuring age-appropriate content. Essential Skills: - Substantial experience in 3D animation. - Proven track record delivering animation for children's entertainment. - Strong storytelling and character development abilities. - Attentive to audience preferences and trends in children's entertainment. I'm looking for someone who can provide creative input, ensuring the animation resonates with its target audience. Let�...

I'm looking for a dynamic logo for my small engineering consultancy. Key Requirements: - Design: The logo should be modern and minimalistic in style. - Elements: The logo should incorporate a symbol/icon and a tagline. Ideal Skills: - Strong portfolio in logo design - Experience in creating modern, minimalistic logos - Ability to capture the essence of a brand in a simple and effective way Your creative input will be highly valued, so if you have a knack for designing unique, yet simple logos, I'd love to hear from you.

Company Title: Nashap Engineering Group (NEG) Engineering consultations &General constructions A professional logo that represents the company's tasks and responsibilities

I am in need of a skilled API developer to extend functionalities of my Android app. Without any specific requirement for API functionalities or programming language, I welcome freelancers...functionalities or programming language, I welcome freelancers with any and every kind of expertise in API development. Ideal candidates will have a firm understanding of API integrations, both standard and third-party, with the ability to implement real-time updates, push notifications, and seamless data synchronization. Interested bidders should showcase their knowledge of various programming languages, and illustrate their past experience with mobile app development, particularly in Android. Your input on the project will be highly valued as the specific functionalities needed are yet ...

I'm looking for a structural engineer skilled in designing large water retaining structures, specifically for potable water reservoirs. The project involves working on reservoirs with capacities exceeding 5,000,000 gallons. Key requirements include: - Extensive experience in the design of water retaining structures, particularly potable water reservoirs - Proficiency in the structural analysis and design of large-scale concrete tanks - Knowledge of industry standards and regulations related to water storage Your task will be to design resilient and reliable structures that guarantee the safety of the stored potable water. Prior experience with similar projects is highly desirable.

1. Transform raw Instagram reels into captivating content through seamless transitions, eye-catching animations, and dynamic effects that elevate visual appeal 2. Craft engaging subtitles that sync perfectly with video content, enhancing viewer understanding...flawless final product 6. Quickly adapt to evolving Instagram algorithms and content trends to optimize reel performance and maximize reach 7. Meet tight deadlines without compromising quality, utilizing time management skills to deliver outstanding edited reels efficiently 8. Welcome constructive feedback with open arms, constantly striving for improvement and refining editing techniques based on input 9. Infuse storytelling elements into edits, ensuring each reel tells a compelling narrative and resonates with the targe...

Responsibilities: - Lead the development and integration of user interfaces in Unity for a computer vision application. - Provide expert guidance in the architecture and design of software built on the Unity platform. - Collaborate with the engineering team to integrate advanced image processing algorithms seamlessly with Unity. - Establish and maintain best practices for Unity development and version control within a shared workspace. - Optimize performance and memory usage of Unity applications dealing with large-scale data processing. - Train and mentor team members on Unity-specific skills and practices. - Manage code repositories, ensuring robust version control and efficient collaboration across teams. - Troubleshoot and resolve any Unity-related issues that affect proj...

I am seeking a seasoned professional who is fluent & Native in French and knowledgeable about the Amazon marketplace. The job will involve reviewing 11-50 product listings on , with a focus on a few key areas. • Review and critique product descriptions • Assess and fine-tune keywords and tags • Evaluate...focus on a few key areas. • Review and critique product descriptions • Assess and fine-tune keywords and tags • Evaluate images and graphics The purpose of this review is to optimize these listings to increase sales conversion rates. An ideal candidate should have experience in online sales and shop within the French Market. Familiarity & Experience shopping on Amazon, is crucial. Your expert input will help improve these listings to be mo...

I'm in need of a civil engineer who can assist with construction supervision and site inspection and evaluation. Key Responsibilities: - Supervising the construction process to ensure compliance with engineering specifications, building codes, and other requirements. - Conducting in-depth site inspections and evaluating the site's suitability for construction projects. Ideal Skills and Experience: - Proven experience in both construction supervision and site evaluation. - A solid understanding of relevant engineering principles and practices. - Strong analytical and problem-solving skills. - Excellent attention to detail and ability to work independently. - Effective communication and reporting abilities. Please apply if you're confident of delivering qual...

...for travel nurses. This platform should allow users to rate and review their experiences with travel nursing agencies, hospitals, and other related services. I believe this will help other travel nurses make more informed decisions and improve the overall experience of the industry. - I need the website to have a user registration and login feature. During the registration process, users should input their full name, email address, password, and specify their type of license (RN, LPN, NP, CRNA, RT), and their specialty. - The main feature of the website should be the rating and review system. This should include: - A 5-star rating scale - Written reviews - Multiple categories for ratings (e.g., salary, work environment, contract term, cancelation, schedule flexibilit...

I'm in need of a skilled structural engineer who can complete my house drawings with detailed structuring. - The house is of rectangular shape, and I require the following structural details: - Foundation design - Framing plans - Roof truss design The house is planned to be constructed using a mix of materials including wood, steel, and concrete. I need a professional who can ...and I require the following structural details: - Foundation design - Framing plans - Roof truss design The house is planned to be constructed using a mix of materials including wood, steel, and concrete. I need a professional who can ensure that the structure is safe and feasible with these materials. The ideal candidate should have relevant experience in residential structural e...

...control system. It should be able to handle both analog and digital input/output signals. Key requirements include: - Developing a Mitsubishi PLC program for PID control - Integrating both analog and digital input/output signals into the PLC program - Ensuring the program is efficient and effective in controlling the equipment The ideal candidate should have: - Proven experience in developing Mitsubishi PLC programs - Expertise in PID control system - Previous work with both analog and digital signals - Ability to deliver efficient and effective control systems I have a small test job that needs completing The plc Mitsubishi FX3G 14M & HMI E615 Will be controlling the heating and cooling on a small mixer There is analog input (PT100 temp probe) and pressu...

I'm looking for an experienced coder to develop a script that can scrape dynamic websites. The script should be capable of sifting through an input CSV list of URLs, and obtaining both text content and links based on specific URL criteria.

...amps and basic platform development. The objective is to develop a project which measures loads within a range of 10-20kg , with data input to an Arduino microcontroller. The ability to configure an edge device to continuously stream data to a simple BI dashboard on a desktop is also required. The successful freelancer should have the following skills and experience: - An excellent understanding of load cells and how to operate and interpret readings from them. - Extensive experience using Arduino microcontrollers and able to proficiently program and troubleshoot them. - Knowledge on how to integrate an edge device with this setup, and the skills needed to stream data to a BI dashboard. -Should develop a basic BI dashboard. Engineers in Mumbai are preferr...

I require proficient data entry services to digitize text data from scanned documents for input into a database. Key Tasks and Responsibilities: * Converting textual content from scanned documents into a digital format. * Ensuring accuracy and consistency in the entered data for smooth database integration. Ideal Skills and Experience Required: * Proficiency in data entry tasks. * An eye for detail to ensure data accuracy. * Familiarity with database systems.

I'm seeking a skilled professional with expertise in the domain of Artificial I...expertise in the domain of Artificial Intelligence, particularly with a focus on Supervised Machine Learning (ML). The project involves: * Designing and implementing cutting-edge Supervised ML solutions * Analysis, improvement, and scaling of existing models * Relevant data preprocessing and feature engineering tasks The ideal freelancer should have: * Profound knowledge and working experience in Artificial Intelligence and Supervised machine learning * A strong command of AI and ML libraries and frameworks * Experience with data manipulation and analysis This project offers an exciting opportunity to contribute to an innovative AI initiative. I'm looking forward to learnin...

I'm in need of a skilled structural engineer to assist in designing a slab for a 15x9m steel-framed workshop. I have a geotechnical engineer's report which classifies the soil as Class M. The requirements are as follows: Purpose - The shed will be primarily used as a work...Requirements - The workshop will only house light machinery and tools, so the design does not need to account for heavy machinery. - I don't have any specific requirements for features to be incorporated into the slab design, but I'm open to suggestions based on your expertise. Ideal Experience - Proven experience in designing slabs, particularly for workshops. - Strong understanding of structural engineering principles. - Experience with steel-framed structures is a plus. - Familiarity with...

I need a professional content and document creator to help me develop an application form for training center approval. The content will primarily focus on the following areas: - Name: This should be a simple field where applicants can input their full names. - Contact Information: A section where they can provide their contact details. - Training Center Details: The most crucial part of the form, this section will require them to describe their training center in detail. The ideal candidate for this project should: - Have experience in creating forms or similar documents. - Possess excellent writing skills. - Be able to deliver under a tight deadline.

I require a professional with good attention to detail to extract specific information from the HealthPoint directory. The data will be for a key area in Auckland, New Zealand. The key details wanted are: - Doctor's name - Doctor's email - Clinic/GP practice - Clinic address - Contact number - Generic surgery or PA email address This data will be used for direct communication with doctors to communicate news about their local hospital. Having experience in data scraping is a must; we will provide the spreadsheet to input the data into in order for us to upload it to our CRM.