Types of factor analysis jobs

I'm currently seeking a skilled marketing expert to help generate leads through our s...expert to help generate leads through our social media platforms. Key Responsibilities: - Understanding our target audience and how to engage them effectively in lead generation - Creating and executing a social media marketing strategy that aligns with my goal of lead generation - Crafting promotional content that can convert social media traffic into leads Ideal Candidate: - Extensive experience in social media marketing, particularly for lead generation - Proficient in audience analysis and targeting, with a proven track record of successful lead generation - A creative thinker who can develop engaging promotional content If this sounds like a project you can tackle, I�...

I'm looking for a skilled Python developer to help with web scraping and data analysis tasks. Key Tasks: - Web Scraping: Proficiency in using Beautiful Soup or Scrapy is essential. The person should be able to extract specific data sets from websites and present them in a structured format. - Data Analysis: Experience with Pandas and NumPy is crucial for this role. The ideal candidate should be able to manipulate and analyze large data sets efficiently. - Automation: Familiarity with Selenium for automating tasks is a plus. What I'm Looking For: - Experience: Please include details of your past projects and your experience with Python in your application. - Specific Libraries/Frameworks: A strong grasp of Pandas, NumPy, Beautiful Soup, Scrapy, a...

I'm in need of a unique, engaging video ad for my clothing brand. Here are some key points for consideration: * The ad's core message is to showcase our brand's unique style, conveying what sets us apart from our competitors. * It's imperative that the video features real models wearing our clothing. This would effectively demonstrate how it looks on different body types and allows potential customers to envision themselves in our designs. * The video should align with and emphasize an edgy and street-style tone. This matches our brand's essence and targets our main customer base. Ideal freelancers for this project should have: * Proven experience in video ad production, preferably within the fashion sector. * A strong understanding of th...

Location- Thane, Mumbai I'm in need of an experienced business development professional to support our venture in the healthcare industry. Key Project Details: - Industry: Healthcare - Objective: Launch new products/services - Target Customers: Hospitals, Private clinics, Pharmaceutical companies Key Responsibilities: - Conduct market research to identify potential areas for expansion - Develop and implement strategies to introduce and promote new products/services - Establish and maintain relationships with key stakeholders in hospitals, private clinics, and pharmaceutical companies - Monitor and evaluate the performance of the new products/services in the market - Report on progress regularly and provide suggestions for improvement Ideal Skills and Experience: - P...

I'm currently seeking a highly experienced data scientist for applying machine learning techniques on a complex dataset. As a skilled professional, you'll be involved in: - Preprocessing and cleaning of data to remove any inconsistencies. - Conducting exploratory data analysis to unveil hidden patterns and correlations. - Selecting the right machine learning model and evaluating its performance over time. For this project, in-depth knowledge in Python and strong statistical background are highly desirable. Familiarity with supervised machine learning models is a key requirement as well.

I'm looking for a creative individual who can design a compelling and unique food product label. The design needs to be artistic, steering away from the usual simplified or vintage types. Key aspects to consider: - The inclusion of our brand name should be distinctive and visually appealing - Clear representation and categorization of the product's nutritional facts - Incorporating our product's story. This should make the consumers both informed and engaged. Your portfolio should exhibit prior experience in food product label design and a pronounced artistic flair. A sound understanding of brand communication and consumer behavior will also place you at the forefront. Remember to stay unique yet relevant in your design, and I'm excited to...

I'm in need of a machine learning or AI specialist who can adeptly perform data analysis and modeling on image data. Our goal is to read the data from passports of various countries, Data will be in various different languages. We dont want to use any paid api.

Tell Me / Teach Me / We do together "to integrate" A form in a website to Google Analytics: Data to be collected: - Text data - Numeric data - Date and time data I am seeking to: - Generate reports - Execute statistical analysis

I'm seeking a professional to help me transcribe and code my interviews. Key requirements: - Transcription: I need you to transcribe 1-5 interviews with a high level of detail. You'll be coding, editing, and cleaning up the transcription for clarity. - Thematic Analysis: You're expected to assist in coding the data in a way that captures the essence of the responses in line with the descriptive nature Ideal Skills and Experience: - Proficiency in transcribing and coding qualitative data. - Excellent attention to detail to ensure the transcription is accurate and the coding reflects the nuances of the responses. - Good communication skills to keep me informed throughout the process. If you're confident in your ability to help me with these ...

...definition of our target audience through research, surveys and competitor analysis. 3. Recommending improvements in marketing tactics to connect better with our audience. 4. Optimizing website UX, content, SEO and conversion rates through reviews and testing. 5. Performing a competitive analysis to identify differentiation opportunities. 6. Proposing performance indicators and monitoring mechanisms in accordance with our goals. 7. Providing strategic marketing direction in accordance with our budget and business goals. The ideal candidate should have: - Proven experience in marketing strategy and digital marketing tactics. - Strong analytical and problem solving skills. - Ability to work as a flexible project-based consultant. - Knowledge of marketing auto...

I'm currently in need of an expert in real estate consulting for a government contract. This is a consulting services project, focusing specifically on real estate sales. Key Responsibilities: - Assessing current real estate market trends - Developing strategies and tactics to boost real estate sales - Providing insights and recommendations for increasing sales and profits Ideal Candidate: - Proven experience in real estate sales consulting - Proficiency in market research and analysis - Knowledge of tactics to boost sales - Strong understanding of the real estate industry - Previous experience in government contracts is a plus, but not required. Please let me know your relevant experience in your bid. I look forward to hearing from you.

...me through the process of transforming the idea into an actual product. - **Wireless Connectivity & Real-time Data Analysis**: The device should have these features to cater to gamers, individuals with disabilities, and consumers interested in brain health. Ideal Skills: - Proven track record in business development, especially in tech-related products. - Market research expertise. - Strong understanding of wireless technology and real-time data analysis. - Preferably some knowledge or experience in the field of neurotechnology. Business Idea: In the realm of cognitive performance, a compelling opportunity lies in the absence of a dedicated product or device providing comprehensive analytics on an individual's mental capacity...

I'm seeking a WordPress designer to...Style:** While I'm looking for a modern, technology-focused design, it should also maintain a minimalist approach. - **Content Variety:** The blog will encompass a broad range of content types, from detailed articles to tutorials and news updates. The design should reflect this diversity while ensuring a cohesive and professional look throughout. Ideal candidates should possess: - Proven experience in designing WordPress sites, particularly for content-heavy purposes. - A strong portfolio showcasing modern and minimalistic design skills, ideally with a focus on technology or information sharing. - Good understanding of UX/UI principles for creating a user-friendly experience. - Excellent communication skills to understa...

Seeking a highly skilled Tikz and Latex programmer to create a variety of graphics and tables for my research paper. Types of Graphics: The project will require the creation of: - Diagrams - Plots - 3D Representations - Tables Role of Graphics: The graphics and tables produced will serve to: - Illustrictate complex concepts - Visualize data - Compare and contrast research results Required Skills: The ideal candidate for this project should be proficient in: - Tikz - Latex Your contribution will play a crucial role in enhancing the visual appeal and readability of my research paper. Prior experience in similar projects would be advantageous. Let's make science more understandable and engaging!

...help me transcribe and code my interviews. Key requirements: - Transcription: I need you to transcribe 1-5 interviews with a high level of detail. You'll be coding, editing, and cleaning up the transcription for clarity. - Thematic Analysis: You're expected to assist in coding the data in a way that captures the essence of the responses in line with the descriptive nature of the study. Ideal Skills and Experience: - Prior experience with thematic analysis in descriptive research is a must. - Proficiency in transcribing and coding qualitative data. - Excellent attention to detail to ensure the transcription is accurate and the coding reflects the nuances of the responses. - Good communication skills to keep me informed throughout th...

I'm in urgent need of a skilled Pine Script developer who can code an invite only indicator that reads market tops and bottoms. Your tasks will include: * Understanding my current invite only Pine Script indicator and how it works * Writing necessary code to match the levels that identify market tops and bottoms exactly as in mine Ideal Skills and Experience: * In-depth knowledge of Pine Script * Proven experience in financial market's technical analysis * Understanding of market indicators: Moving Average, Bollinger Bands, RSI etc. * Ability to communicate effectively to understand the exact requirements Application Requirements: * Please include examples of past work using Pine Script. Your past work would greatly help me understand if...

I need assistance to validate the load bearing capacity of an rubber and aluminium bearer through finite element analysis. I will provide necessary files of the item once confirmed. Key Project Details: - The bearer is made of aluminium and rubber. - Must withstand a weight over 10000kg. Mandatory Skills: - Proficiency in structural engineering and finite element analysis - Deep understanding of materials science and structural dynamics.

...graphic designer to create a combination logo for my business. Being part of the beauty/medspa industry, it's essential for our logo to embody the following: - Sophistication: The logo should exude a refined and cultured aesthetic, portraying us as a premier establishment. - Comfort: Alongside sophistication, the logo must also give off a reassuring and calming impression, reflecting the comforting environment that we provide to our clientele. Ideal skills and experience: - You have a strong understanding of logo design, preferably with prior experience in combination logos. - You have designed for the beauty/medspa industry or similar before, and understand the importance of visual representation in these types of businesses. - You can creativ...

As a small business in the service industry, I need help figuring out how ...areas would be: - Marketing Strategy: Optimizing our current marketing approach and helping us to identify new opportunities for customer acquisition and business growth. - Financial Analysis: Taking a deep dive into our financial performance and identifying areas for improvement, potential risks, and strategic opportunities. - Operations Management: Reviewing and streamlining our operations to ensure maximum efficiency and profitability. Ideal candidates will have previous experience working with small businesses, particularly within the service sector. Fluency in marketing strategy, financial analysis, and operation management is crucial. Looking forward to boosting our business performance wit...

I'm seeking a UK-based freelancer who is familiar with the electronics market in the country. As I venture into the dropshipping industry, your expertise will help guide o...with the electronics market in the country. As I venture into the dropshipping industry, your expertise will help guide our operations and ensure we target the right products to the right audience. Key Tasks: - Market analysis to identify potential electronics products for dropship - Provide insights into the competitive landscape in the UK electronics market Ideal Skills: - Detailed knowledge and understanding of the UK market - Familiarity with the electronics industry - Previous experience in dropshipping or eCommerce is a plus but not strictly necessary. Your knowledge of the UK marke...

...startups. We aim for a steady flow of qualified leads with in-depth information like Name, Email, Title, Company Size, Industry, Revenue Range, and Social Media presence. These leads will be nurtured through targeted email marketing campaigns and social media outreach. Ideal Candidate: We're looking for a freelancer with at least 3 years of B2B lead generation experience within the FinTech industry. You'll be a master of cold email outreach, social media prospecting techniques, and data analysis. Familiarity with lead generation tools like ZoomInfo, Leadfeeder, or Sales Navigator is a plus. Excellent communication and negotiation skills are essential, as you'll be liaising with potential clients. Why Join Us? Your work will be crucial in sh...

...Automation and Integration Expert to join our team. Responsibilities - Manage and ensure the cleanliness of databases across various clients. - Handle API integrations and effectively connect various systems to HubSpot using tools like Zapier and Make .com. - Optimize HubSpot objects and automate processes, including form submissions that trigger deal creations and associate contacts. - Develop and manage workflows and lifecycle drip email campaigns tailored to different client needs. - Oversee the creation and analysis of custom reports for diverse clients. - Manage sales pipeline visualization and adjustments for various projects. - Train team members on advanced HubSpot functionalities for a range of scenarios. - Ensure seamless data synchronization acros...

...Due to the project specifics not being clarified, the professional should be comfortable and experienced in working with a range of battery types such as Lithium-ion, Lead-acid battery and Nickel-metal hydride batteries. Key points to consider for this project: Skills and Experience • Understanding and experience in working with various battery types • Proficiency in Matlab for creating simulations and testing • Strong analytical modeling skills Project Objectives • Provide research and suggestions on optimizing battery life, decreasing charging time and improving power output. • Develop a comprehensive Matlab model suitable for variety of scenarios. • Evaluate optimization results using different metho...

... and Oil and Gas industries. The primary aim is to research the number of reported workplace fatalities and injuries in Brazil, Egypt, Oman, Morocco and the United states of America and to analyze trends and patterns of these incidents over a significant time period. - Research Scope: This task involves not just basic data extraction and interpretation but also monitoring of patterns and trends spanning these industries. - Preferred Skills: Direct experience in health and safety research is a plus, specifically in occupational hazards. Strong analytical skills, familiarity with the industries in question and ability to succinctly summarize key trends/ patterns is necessary. - Objective: The end goal of this research is to provide a re...

...in need of an experienced structural engineer to aid in the finalization of construction documentation for a house located on the Gold Coast in Australia. Key Requirements: - The project is currently in the construction documentation phase, so I need support for this particular phase. - The primary focus of the engineering support is on the load-bearing capacity of the structure. - The house's location necessitates that the design is able to support the region's specific conditions, including its wind loads. Ideal Skills and Experience: - Proficiency in structural engineering, particularly in residential projects. - Prior experience with construction documentation for buildings. - Expertise in load-bearing analysis, and ideally experience...

I'm in need of a data analyst who can help me with a predictive modeling task. I have a large data set from our bank and I'd like to use this data to develop a predictive model for credit scoring. Key Tasks: - Develop and implement a sophisticated predictive model for credit scoring - Test and validate the model to ensure it's accurate and reliable Ideal Skills and Experience: - Proven experience in predictive modeling in the banking sector - Expertise in credit scoring - Strong knowledge of data analytics and statistics - Proficiency in relevant software for data modeling and analysis Please note that the availability of structured data will be confirmed upon hiring. If you have experience in this field and think you can help, please get in ...

The task centers a...Python programming and machine learning skills to perform data analysis. The data to be analyzed are contained in an Excel sheet, specifically focusing on customer data. The ideal freelancer for this task should exhibit the following: - Strong proficiency in Python programming. - Solid experience with machine learning. - Familiarity with data analysis, particularly descriptive analysis. - Ability to accurately interpret customer data. The task requires a reading of the Excel sheet and performing data analysis based on the customer data contained within. The chosen Python and machine learning expert will focus on descriptive analysis techniques to extract meaningful insights. Your insights should guide our strategies in terms ...

I am in need of a skilled React UI developer to build a user interface for a cryptocurrency airdrop platform. I'd like you to create a platform with a seamless user registration and login process, implementing both email/password and two-factor authentication methods. The platform should provide real-time cryptocurrency price updates. As well as this, it should have robust airdrop tracking and management capacities. It should let us record and manage participant details, including their name and email. The system should be capable of tracking airdrop distribution rewards. Also needed is a way to verify user participation. Ideal candidates will have: • Strong expertise in React UI • Solid understanding and experience with cryptocurrency platforms &bul...

I'm seeking a talented video editor to put together an adventure-themed travel video from the mix of photos and video clips I've accumulated from my journeys. The final product should be: - 8 x 30 second (approx) short videos with still images included - Reflective of a thrill-seeking, adventurous vibe Moreover, while I am certain that I want music to accompany the imagery, I am uncertain of what tracks would best suit the project, hence your expertise in soundtrack selection will be paramount. To this end, being knowledgeable in different types of music and having a strong sense of rhythm and timing would be beneficial, allowing for a more seamless integration with the varying visuals. Candidates with previous experience in travel vid...

I am seeking a ...tasked with requirement gathering and analysis of my CRM systems. The key objectives of the role include identifying customer preferences and analyzing market trends through detailed data collection. Potential candidates must have demonstrated experience in the following areas: - Solid understanding and hands-on experience with CRM systems - Proficient in requirement gathering and analysis - Excellent data gathering and interrogation skills - Able to provide insights into market trends - Must offer strategic recommendations on process improvements. Applicants with a knack for turning data findings into actionable insights would be favored. An in-depth understanding of CRM Systems, market trend analysis, and customer preferen...

I’m not sure how to send on our project but this is for the cultural analysis editing you just sent!

I'm seeking a talented Adobe Illustrator professional to craft minimalistic floor plan graphics intended for Real Estate...plan graphics intended for Real Estate listings. The ideal freelancer for this job will hold: - Experience in creating clear, easy to read floor plans - Personal command of a minimalistic aesthetic - Proficiency in Adobe Illustrator - Familiarity with Real Estate industry is a plus. Your skills will be put to use in creating functional, attractive floor plans that potential buyers can easily understand. This project will involve creating floor plans for various property types. I look forward to your innovative ideas and proposals. I'm looking for someone that can re-create the floor plan on the left to match the style of the floor plan...

...for detailed analysis. - The role requires a direct interaction with French payors. Hence, the freelancer should also possess excellent communication skills and experience in dealing with CNA and Agric-Arrco. The selected freelancer will be responsible for: - Investigating the wire transfer issue and determining the cause. - Communicating effectively with my bank in New Jersey to resolve the problem. - Providing a detailed report of the investigation and proposed solutions for the problem to ensure future payments are successfully received. Ideal Skills and Experience: - Proven track record in resolving wire transfer issues. - Excellent communication skills, particularly with financial institutions. - Attention to detail for reviewing payment transaction records. - Know...

I'm in need of a skilled professional to help me generate a comprehensive data set of manufacture part numbers instead of custom part numbers based on resell companies. The primary goal of this project is to accurately identify the sources of the products and their usage, which is in this case finding proper part numbers from the manufacturers. Key Responsibilities: - Conduct a reverse image search on a set of photographs and collect relevant details - Accurately identify the sources and usage of the component - Deliver a comprehensive data set containing the part numbers obtained I'm looking for a freelancer who has: - Proficiency in reverse image searching - Experience in data collection and management - Keen attention to det...

Being in the midst of a Shopify app project, I am seeking a competent developer to provide a clear-cut report on whether our App we hired a tech to do is actually an app or just a Laravel website and if it can actually be submitted as a Shopify app, or if it requires further development to become a legitimised app. The website works great, syncs with a Shopify store in testing, communicates through API's etc. But now we have asked the tech to submit it as the SHopify app it was supposed to be, we believe it may not really comply as a App more of a website. - Analysis of our current Laravel website. - Suggestions on finishing and subnmitting at the very least cost and effort a actual Shopify app out of our current project - it is in submission sta...

I need an experienced analyst well-versed in Palisade Decision Tools. My project involves: - Detailed data analysis - Comprehensive risk assessment - Creation and interpretation of statistical models The main goal is to identify patterns and trends in historical data. Proficiency in using Palisade Decision Tools is a major requirement, as it's my preferred software for this project. The ideal freelancer should have a deep understanding of business analytics, risk management and statistical modeling. Enhancing my capacity to grasp hidden insights and trends is vital in this project.

As a recent MBA finance graduate, I am open to new opportunities within the finance industry. I am particularly interested in roles such as Financia...Services sector. Key Requirements: - Remote work only: I'm seeking a position that allows for remote work. - MBA in Finance: Expertise in financial management and analysis. - Fresh Graduate: I am new to the industry thus looking for an entry-level position. - Verifiable Skills: I am proficient in financial analysis, risk management, and investment strategies. Ideal Skill Set: - Strong analytical and critical thinking skills. - Proficiency in financial modeling and forecasting. - Excellent communication and presentation skills. - Understanding of the latest industry trends and regulations. - Ability to work indepen...

I'm looking for a skilled web developer to create an e-commerce website. The primary purpose of this website will be to facilitate online sales. Key aspects of the project include: - Implementation of a robust, user-friendly shopping cart system - Tailored payment gateway integration for secure and seamless transactions As I've not specified the types of products to be sold, I'm open to discussing and building a suitable platform for either physical, digital, or a mix of both types of products. Ideal skills and experience include: - Proficiency in e-commerce website development - Strong understanding of shopping cart systems - Proven experience with payment gateway integration - A good eye for user experienc...

I'm in need of a competent and experienced researcher to create a case study that analyses the effectiveness of a particular military training approach. Key Deliverables: - The case study must be well-researched, objective, and focus solely on the training effectiveness. - It should engage the reader, providing valuable insights and conclusions that can be drawn from the analysis. - The audience for this case study will be military personnel, so experience in creating such content is highly advantageous. Ideal Skills and Experience: - Strong research and analytical skills, preferable in military training methodologies and practices. - Ability to craft engaging and informative content. - Prior experience with case study writing, particularly those aimed at mil...

For this research-focused task, I am in need of someone to gather information about the parental leave policies of all Fortune 200 companies. The three key areas of consideration are: - Length of Paid Leave - Who is eligible to receive the leave - Link to backup materials The data collected must be delivered in a spreadsheet format with links to the backup material in the spreadsheet as well. This project would be a great fit for someone with: - Proven experience in research & analytics - Demonstrated understanding of HR policies, especially parental leave - Detail-oriented and data-organized approach - Proficient user of Excel, Google Sheets, or similar tools. Your end deliverable will be a comprehensive spreadsheet, summarizing the length...

**The Impact of Technology on Work and Personal Life: Benefits and Challenges** Technology has become one of the most significant factors that have drastically changed over the past few decades, revolutionizing how work is organized, communication methods, and personal lifestyles. The modern technological advancements offer a wide range of opportunities and challenges that individuals and societies, in general, must face. **Benefits:** 1. **Increased Productivity:** Modern technology enhances productivity and streamlines processes, enabling more achievements in less time. 2. **Improved Communication:** Easy access to modern communication tools like email and messaging apps enhances communication among individuals in the workplace and beyond. 3. **Time Saving:** Te...

As a food company we are seeking a creative and dynamic designer to craft a packaging design for our canned corn. We have not specified a target audience, but the design should be appealing. My brand is 'Ol'timez' (logo attached) and I have attached some photos of other brands for inspiration. Ideal skills for this job would involve a deep understanding of packaging design, with experience in various types of label packaging and an innovative mindset. Designers who can provide multiple concepts and iterations based on feedback are preferred. Initiative, creativity, and attention to detail are highly valued. Help us by creating a packaging design that stands out on the grocery store shelf and appeals to shoppers.

...analyst specializing in financial data analysis for real estate development projects. The focus will be on the financial aspects of our upcoming construction project, specifically concerning future projections for the next 10 years. Candidates should be competent in: - Creating custom excel/ google sheet template - Forecasting Capital Expenditure - Predicting Cash Flow - Delivering revenue Projections Your role will involve analyzing, interpreting, and providing insights on these aspects. Proficiency in financial modeling and forecasting is a must. Knowledge about the construction sector will be highly regarded, and prior experience in real estate development is a bonus. To make informed decisions, we're relying on accurate and in-depth analysis so your at...

I am seeking a talented lead generation expert to help attract a diverse pool of clients for my real estate agency based in Malta. The project entails generating high-quality leads from international to purchase or rent in Malta. As well I would love to find a way to generate commercial leads Key Requirements: - Target Audience: The primary focus is on attracting international investors, people interested in buying property, and those looking to rent residential and commercial spaces in Malta. The latter includes people interested in renting commercial properties such as offices, restaurants, and shops. - Marketing Channels: The ideal candidate should have expertise in using various marketing channels to attract potential clients. This includes proficiency in leveraging social me...

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...experience in using Playwright to develop a set of flexible data scraper tools. These tools will be deployed to capture data and screenshots from a variety of popularly visited websites such as e-commerce platforms, directories, social media and news sites which includes but not limited to eBay and clinicaltrials.gov. Key functionalities should include: - Capturing various data types such as product details, pricing information, ratings, reviews, and any other elements visible in a full-page screenshot. - Organizing the captured data and screenshots in a clear, easy-to-navigate folder structure. - Being adaptive enough to scrape data from a widely diverse set of websites. To be successful in this role, you should have a solid knowledge of Python a...

I require a meticulous f...banking statements, specifically transaction details and account balance records. Key Duties: - Thoroughly examine provided PDF statements - Spot missing transaction details and account balance records - Compile a comprehensive list of missing elements - Look for financial wrongdoing and money laundering and asses missing information needed to identify potential money laundering Required Skills: - Acute attention to detail - Abiltiy to spot financial wrong doing/ money laundering. - Understanding of personal banking statements - Proficiency in PDF analysis - Excellent data organization and report writing skills. No unnecessary data should be included, only missing transaction details and account balance records are needed. We are in ...

...health. The primary goal of this analysis is to provide insights on the company's performance and help in making well-informed recommendations. Key aspects to emphasize in the report: - Revenue growth: A clear picture of the company's revenue trends. - Profit margins: Analysis of the company's profitability and how it compares to industry standards. - Debt levels: Understanding the company's debt situation and its potential impact on future performance. - Valuation: A comprehensive evaluation of the company's worth. - Business summary: A concise overview of the company's operations and key strengths. - Risks: Identification and analysis of potential risks the company faces. - Industry analy...

I need a professional to scrape data from the URL provided and deliver the extracted details in a CSV format. - The specific data elements required are the agent name and phone number. The scraping process does not require any filters or search criteria as it's a one-time extraction. The data should be organised and easily readable in a CSV document for further analysis. Ideal skills for this project would include: - Proficient in web scraping with experience in extracting data from similar websites - Strong expertise in delivering data in structured formats (CSV, Excel) - Attention to detail to ensure accuracy in the extracted data