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    2,000 data analysis outsourcing jobs found, pricing in USD

    We are seeking a skilled Data Scientist to join our innovative team on the Irrigation Audit App project, a cutting-edge application designed to revolutionize irrigation management in golf courses. This role focuses on developing advanced algorithms for creating heatmaps and designing API endpoints to support data analysis and visualization. The ideal candidate will possess a strong background in data science, experience with geospatial analysis, and proficiency in API development. Responsibilities: Develop and implement algorithms for calculating Distribution Uniformity (DU) and generating heatmaps based on irrigation data. Design and construct API endpoints for efficient data retrieval, manipulation, and storage, facilitating seamless inte...

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    ...professional to work with numeric data and perform some basic mathematical operations on it. The final output should be in the form of excel sheets. Key tasks would include: - Data operation: Efficiently manage large amounts of numeric data - Calculation: Perform basic mathematical operations on the data - Data formatting: The final output should be well-organized excel sheets An ideal candidate for this project will have proven experience in data management and Excel spreadsheet functions. Attention to detail and accuracy in conducting calculations is crucial. Familiarity with basic mathematical operations is a must. A background in data analysis or related field would be a plus. This project requires technical skills in Ex...

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    I am in need of an experienced cybersecurity professional to perform a comprehensive latest bugs vulnerability analysis on word press as mentioned in the CVE website for 2024. The focus will be exploiting the potential security threats and devising detailed strategies to mitigate the risks. Here's what I'm looking for: Ideal Skills: - Proficient in web application security protocols - Experience with vulnerability testing and risk analysis - Strong knowledge of mitigation strategy development Requirements: - Conduct thorough vulnerability analysis with source code without any scanner tools ( Need to dig deep into the code and find bugs and fixes). - Identify weaknesses, focusing primarily on web application security. - Develop detailed plans to address and ...

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    ...Posting Schedule Community Engagement and Interaction User Generated Content Influencer Collaborations Engine Optimization (SEO): On-Page and Off-Page SEO Optimization Keyword Research and Implementation Monitoring and Reporting of SEO Performance Advertising: Targeted Ad Campaigns (Google Ads, Social Media Ads) Ad Copywriting and Visual Design Regular Monitoring and Performance Analysis Marketing: Building and Managing an Email Subscriber List Designing Eye-Catching Email Campaigns Tracking and Analyzing Email Engagement : Product Barcodes Packaging Ideal Skills and Experience: - Portfolio showcasing diverse logo designs - Strong understanding of branding principles - Creative flair and originality - Strong visual communication skills While there is no

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    ...As these platforms form the core of our operation, it is essential that any alterations enhance our outlay without disrupting the existing structure. Key Aspects of the Project: - AI Implementation: Even though I haven't specified the exact AI features to integrate, I'm interested in potential focus areas such as speech recognition and transcription, natural language processing, or sentiment analysis. Proposals that offer comprehensive strategies addressing these or other AI fields will be highly considered. - Dual Integration: The AI features must be incorporated into both Vicidial and Asterisk, aligning and harmonizing their performances. - Efficiency Goal: The main objective is to enhance customer service efficiency. Proposals should detail how AI implementation w...

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    ...that will allow the user—a savvy investor in the stock market-to screen stocks based on simple financial models. In creating those models you must use earnings per share and sales per share as the key underlying variables. Furthermore, you must build the spreadsheet so that the user can enter information for up to a minimum of 5 stocks. You should populate the input section of the spreadsheet with data from at least five stocks from a sector of your choosing. Ideal Skills and Experiences: - Extensive financial modelling experience - Knowledge of stock markets and investment - Familiarity with current market trends Application Requirements: - To stand out as a candidate, detailed past work within this specific field is necessary. Show me practical examples where you devel...

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    **Project Description:** We are seeking a highly skilled and certified professional to evaluate and create a comprehensive data pack for the purpose of selling a group operating in the transportation sector. This group consists of a parent company based in Italy and its subsidiary located in Romania. The subsidiary primarily serves as a supplier to the parent company, contributing to 98% of its revenues. **Available Data:** - Financial Statements for the years 2021, 2022, and 2023 in Italian with Euro currency for the parent company. - Financial Statements for the years 2021, 2022, and 2023 in Romanian with local currency (RON) for the subsidiary. - It's important to note that we do not possess a forecast business plan. **Project Objectives:** The professional will ...

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    ...and Requirements The position: part-time South Asia Relations researcher, regardless of nationality, gender or age. The requirements: • Rich political and economic related professional knowledge and research and analysis ability. • Participated in research or work in related fields, able to quickly adapt to work. • Strong sense of teamwork, good at communication and coordination. • In good physical condition. Main responsibilities • Assisted in carrying out short-term or long-term research projects online or offline, actively proposed research topics, collected relevant research data, and formed research results. • Actively follow and understand hot news about the current political and economic situation in South Asia. • Participate in ...

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    As an employer, I'm in search for a qualified individual to fill a part-time position in the field of Information Technology, with a focus on Data Analysis. Key Responsibilities and Skills Required: - Analyzing and interpreting complex data sets - Providing accurate insights to drive business decision-making Ideal Skills & Experience: - Experience in data analysis and interpretation - Strong understanding of IT and modern computing technologies - Ability to work part-time and adhere to a consistent schedule The ideal candidate will have past experience in information technology, specifically in data analysis, and should be comfortable working independently and managing their own time. This is a part-time position, so a degree of...

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    ...Title: Call Center Data Collection Agent Location: Remote (US, UK, Australia) Job Type: Contract Company Description: We are a leading provider of data collection services for call centre analytics. Our mission is to gather high-quality, diverse call centre data to facilitate sentiment analysis and behaviour identification for our clients in various industries including healthcare, banking, automobile, insurance, telecom, brokerage, and finance. Job Description: We are seeking native English speakers from the US, UK, and Australia to join our team as Call Center Data Collection Agents. As a Call Center Data Collection Agent, you will be responsible for engaging in natural conversations over the phone on a wide range of topics to help us coll...

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    I am on the hunt for a seasoned data analytics expert who is competent in Descriptive, Predictive, and Prescriptive analysis. We are seeking a talented Python Data Scientist with expertise in strategy backtesting for this task. The ideal candidate will be proficient in Python programming and possess strong data science skills to analyze and backtest trading strategies effectively. As a Strategy Backtesting Specialist, you will be responsible for designing, implementing, and evaluating quantitative trading strategies using historical market data. Your role will involve developing robust algorithms, conducting thorough data analysis, and generating actionable insights to optimize trading performance. If you have a passion for financial marke...

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    As an entrepreneur stepping into the grocery business, I am in the process of creating a detailed business plan for my store. It will primarily focus on offering grocery items, with special emphasis on organic and natural foods, international and ethnic foods, as well as local and sustainable products. The key demographics I'm targeting are families with young children...dollars. - Comprehensive knowledge about the Canadian grocery market and the targeted key demographic. - Strong ability to forecast business realities like competitiveness and potential risks. Deliverables: - A complete business plan that can be presented to investors. - A marketing strategy targeting the stated demographic. - A financial plan ranging from 100,000 to 200,000 CAD. - Competitive analysis and r...

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    I am seeking a Python developer with a wide range of expertise that includes web scraping, data analysis, and automation scripting. Despite the tasks not being clearly defined, rest assured that your skills will be fully utilized. Upon application, I urge you to provide details about your past work, experience, and present an elaborate project proposal that will instill confidence in me to entrust the project to you. Regardless of your proficiency level in Python, I ask that you embrace the challenge and showcase your talents.

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    I am looking for an individual highly skilled in healthcare studies to delve into a detailed analysis of public health initiatives in a specific city/region. The successful freelancer will: - Have deep knowledge of health systems and policies - Be experienced in critical analysis of healthcare initiatives - Have excellent research and writing skills Ideally, you have experience executing case studies in the healthcare industry and a strong understanding of public health. I expect you to provide a comprehensive view, evaluating effectiveness and impact of the specific public health measures taken in the region under study. Remember, we're not just seeking for a simple report here, but a meaningful case study that can offer valuable insights into the public health initi...

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    I'm in need of a finance content creator who can proficiently discuss topics like stock market analysis, investment strategies, and personal finance tips. Here's a rundown on what's required: Content Format: - Concisely written blog articles that are packed with valuable insights. - Eye-catching infographics that visually represent information. - Comprehensive video tutorials that provide step-by-step guidelines. Target Audience: - Beginner investors who require basic knowledge in stocks and investing. - Experienced traders needing advanced strategies to profit in the stock market. - Small business owners seeking personal finance tips to manage business expenditures efficiently. Skills and experience preferred: - Proven experience in financial writing, investment ...

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    ...based on the two papers. 2. The two papers were published almost 15 years ago. With the rapid growth of AI / machine learning techniques for supporting data analysis, are there any important changes on the insights of visualization and visual analytics? Make an argument for this. If there are, describe what the key changes are. If there are not, discuss your reasons. You should use examples or evidence of prior work from class or elsewhere (for which you should give the reference) to support your argument. You can find the two papers in the attachment. Development & Analysis: Given the car dataset in the attachment, you need to do a visual analysis of clustering these cars. 1. You should pick at least four columns for clustering the cars. You are free t...

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    I'm seeking a proven developer capa...predictive machine learning model using Streamlit. Key tasks include: - Machine learning model deployment on Streamlit: this is the prime requirement and thus calls for solid understanding and application of this innovative data science framework. - Working with predictive model: your fluency in designing and deploying predictive models will be needed. - Familiarity with Numerical and Categorical data: experience in training machine learning models on Numerical & Categorical data is required. Those with a concrete background in machine learning, data analysis, and previous exposure using Streamlit are highly encouraged to apply. Delivering high-quality code on time is key, as we value our time-to-mark...

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    I'm seeking a qualified individual to deliver assignments for an advanced diploma in civil construction design, precisely in the area of structural engineering. Your role will involve crafting well-researched, original, and detail-intensive solutions to structural engineering tasks. Key Responsibilities: - Deliver assignments with basic structural analysis - Present solutions in a Word document format Ideal Skills and Experiences: - Advanced knowledge in Structural and Civil Engineering - Skilled in Civil Construction Design - Proficient with writing detailed and accurate reports - Reliable with deadlines - Experienced with academic work or tutoring services. The ideal candidate will be someone with a solid foundation in structural engineering, a knack for delivering ...

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    ...Title: Call Center Data Collection Agent Location: Remote (US, UK, Australia) Job Type: Contract Company Description: We are a leading provider of data collection services for call centre analytics. Our mission is to gather high-quality, diverse call centre data to facilitate sentiment analysis and behaviour identification for our clients in various industries including healthcare, banking, automobile, insurance, telecom, brokerage, and finance. Job Description: We are seeking native English speakers from the US, UK, and Australia to join our team as Call Center Data Collection Agents. As a Call Center Data Collection Agent, you will be responsible for engaging in natural conversations over the phone on a wide range of topics to help us coll...

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    I am urgently seeking a keen-eyed professional to undertake a comprehensive market analysis for my product. This research should be completed within 3 days. Here's what I need you to focus on: - Competitor Analysis: Who are our main competitors? What strategies are they employing to capture market share? - Target Market Analysis: Define our ideal customer base. What demographic and psychographic characteristics define them? - Industry Trends Analysis: What current and anticipated trends are shaping the sector? The goal of this research is threefold: 1. Understanding Market Opportunities: What are the gaps or areas of need that our product can meet in the market? 2. Identifying Potential Customers: Who are the people or organizations most likely to purch...

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    ...contribute to the final details of the system design. - Implement, test, and maintain various components of the system. - Ensure the system operates in line with high standards of security and performance. **Key Skills:** - Strong programming skills, preferably in Python or Java. - Experience with database and spreadsheet management and data analysis. - Knowledge of API integration. - Excellent problem-solving abilities and attention to detail. - Mathematical and/ or Data Science background. While knowledge of financial trading and exchanges is not required, the successful candidate will need to learn about this subject area as part of the project. A specific strategy and broad design will be provided, but the engineer will be expected to contribute to the final...

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    take existing model and sketches and show drawings for a safety fence and surrounds. drawings , no analysis

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    I'm in need of a proficient ANSYS specialist who can aid in improving and optimizing the performance of a specific product design. The task at hand doesn't necessitate any specific analysis type, it's rather comprehensive and includes various analysis aspects. Skills and Experience: - Expansive knowledge and experience with ANYSYS software - Proven record of successful product design improvement - Experience in product performance optimization - Strong understanding of structural, thermal, and fluid analysis even though a specific one is not singled out. Your contribution will play a major role in refining and enhancing the design and function of our product.

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    I'm seeking a freelancer to generate organic and positive comments on specific posts from real and aged Reddit accounts. The comments will not be specific in number, fostering a more natural engagement pattern. Relevant experience in Reddit marketing and understanding sentiment analysis is crucial for this project. Here's what I need: - Comments promoting a friendly, positive sentiment - Comments coming from authentic, mature Reddit accounts - Specific subreddits will be targeted, details to be shared upon hiring - High level of discretion and professionalism The perfect candidate will have a thorough understanding of Reddit and its community guidelines. If you have prior experience in providing similar services, do mention in your proposal.

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    I need a proficient freelancer to help develop an Access project primarily focused on data management. My current system is Microsoft Access. This project will encompass managing different types of data, including customer information, inventory data, and sales records. Ideal Skills & Experience: - Expertise in Microsoft Access - A deep understanding of data management principles - Proven experience in handling customer, sales, and inventory data in Access - Ability to design and optimize data marts for reporting and analysis

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    I'm looking for seasoned statisticians to explore a data set with profound numeric attributes. The objective is to reveal patterns or trends in the data not immediately obvious. Candidates should have: • Proficiency in numeric data analysis • Ability to identify hidden patterns or trends • Understand concepts of descriptive, inferential and time series statistics Though not necessary, previous experience in handling large numerical datasets is valued. Descriptive and inferential statistics skills are advantageous, but not required. THE QUESTION THAT I NEED YOU TO ANSWER BEFORE YOU REPLY: If you have a column named "target" and two other columns named "1" and "2," you can calculate the correlation between th...

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    I'm seeking a freelancer who likes gambling that go through 200 Twitter posts for me from on this account I want following info: 1. match description 2. odds 3. result Then update the spreadsheet with this info here.

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    ...project is to develop a robust understanding of our current practice's effectiveness, identify weaknesses, and discover potential opportunities for improvement. Key Responsibilities: - Analysis of current marketing strategies - Evaluation of advertising and promotional campaigns - In-depth study of our Digital marketing and SEO approach - Identification of potential growth opportunities and weaknesses The final deliverables would be a thorough written summary and presentation on the audit, preferably over Zoom meetings. Ideal Skills: - Extensive knowledge and experience in marketing analysis - Profound understanding of both traditional and digital marketing - Experience with SEO and advertising audits - Excellent writing and presentation skill...

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    I've got an engaging projec...should be able to facilitate two major functionalities: 1. Automated Content Generation: This is primarily targeted towards generating articles. It is anticipated that these auto-generated articles can drive traffic, foster engagement, and cultivate stronger brand loyalty. 2. Data Analysis and Reporting: I need the model to analyze the performance of the articles and provide comprehensive reports. The suitable candidate already has an active OpenAI API subscription, and vast experience in machine learning, data analysis and reporting, and article generation. They should be innovative and proactive, utilizing the dynamic power of artificial intelligence to not just meet, but surpass expectations. I'm excited to see how ...

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    I am looking for a seasoned SEO professional who can help generate more leads for my travel company website. This role would entail not ...ideal candidate should have experience working in the travel industry and have a sound understanding of optimizing SEO for travel tickets, cruises, and travel insurance-specific keywords. Key tasks are, but not limited to: - Developing and implementing effective keywords strategy - Performing comprehensive SEO audits - Creating and editing optimized website content - Consistent monitoring and analysis of search performance Experience with SEO tools such as SEMrush, Moz, Google AdWords, and Google Analytics are greatly beneficial for this role. Knowledge in SEO best practices, particularly for the travel industry, will be key to success in thi...

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    I'm looking for an expert in Excel to design and develop a sophisticated program dedicated to data analysis, financial calculations, and data organization. Key Requirements: - The program needs to be condensed into a single sheet or tab. - It will be standalone with no necessity for integration with external software or apps. - Should be flexible and user-friendly to allow modifications if needed. Ideal Candidate: - Proficiency in the use of Excel is paramount. - Experience in creating similar complex spreadsheets. - A keen eye for detail and a strong understanding of financial calculations and data structuring.

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    EXAMPLES OF WHAT I NEED ATTACHED I'm urgently seeking a qualified individual for a comprehensive electrical project. This entails creating a panel schedule, load analysis, and line diagram for a commercial project. The ideal candidate should possess the following: - Proficiency in creating panel schedules, load analysis, and line diagrams - In-depth knowledge of electrical components such as lighting fixtures, receptacles, and HVAC equipment. The project requires an immediate start and as such, a swift completion of the job is needed. Please be aware: - Initial estimations for the total load for the lighting fixtures are not yet available, leaving room for your professional contribution. Remember it's a commercial area, so proficiency in this area is preferred....

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    Dear talented professionals, I am currently i...software or app development, capable of implementing a system for matching numerical data like sale prices with inventory items. The task includes: - Developing a system that matches one-dimensional variable (sale price) to two-dimensional variables (inventory item and its properties). - Ensuring the process performs an exact match and has the ability to flag or highlight unclear data inputs. Ideal Skills: - Strong knowledge in software or app development - Experience in data analysis and matching functionalities in a system - Ability to troubleshoot and identify issues within a system - Strong understanding of numerical data matching procedures Look forward to hearing from skilled individuals passionat...

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    I am looking for an experienced web scraper to focus specifically on collecting email addresses and phone numbers . The objective is to utilize this data for comprehensive analysis to be conducted afterwards. - The task requires targeted scraping of contact information, specifically email addresses and phone numbers. - You should possess expertise in data scraping, data analysis, data capture techniques, and be proficient with scraping tools. - Compliance with GDPR and other applicable data privacy regulations is crucial. - Familiarity with web data extraction under constraints will be an advantage in this project, as safe and ethical web scraping practices need to be observed.

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    I need help with a statistics test

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    I am seeking highly skilled data professionals who are adept at using machine learning for predictive analysis on a small database of numeric data to create a reliable model. Your expertise in this service is necessary. Key requirements are: - Proven experience in machine learning - Proficiency in predictive analysis - Experience in dealing with small database sizes Ideally, you should be capable to: - Interpret numeric data accurately - Construct, validate and optimize a predictive model - Analyze patterns and trends for useful predictions Your input will influence significant business decisions, so it's utterly important that the model's predictions are highly accurate based on the data available to us.

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    I am in search of a seasoned financial modelling expert predominantly experienced with startups. The primary objective here is to generate compelling financial projections as part of a larger business plan intended to woo potential investors. I'll require the following: - A thorough Profit an...projection - A comprehensive Balance sheet -WACC - break even calculations -Investor deck presentation Prior experience in creating these documents for startups seeking investor financing is essential, as is a keen understanding of the vital role these projections play in attracting funding. You need to portray a clear and compelling financial trajectory for my business. Your proficiency in financial analysis, accounting, and strategic financial planning will be key in making this pro...

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    In this highly specialized project, I am looking for an expert in Snort Network Intrusion Detection Systems (NIDS). Required tasks involve analyzing pack files using this specific technology on a Linux operating sys...experience with Snort NIDS - Deep understanding of TCP and ICMP networking protocols - Prior experience working with Linux systems is a must - Skilled in analyzing network traffic The focus of this project will be predominately on TCP and ICMP networking protocols. The nature of the analysis (whether real-time or of captured traffic files) is yet to be determined and will be discussed once the project starts. In your proposal, please highlight your experience with Snort NIDS and network protocol analysis. Any demonstrable skills in networksecurity would be h...

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    More details: What specific aspects of your marketing activity, social media, and website would you like to be reviewed and analyzed? Website design and usability, Social media engagement and reach, Competitor analysis, Paid Marketing Analysis Are there any specific goals or objectives you have in mind for improving your marketing activities? Generate more leads, Improve conversion rates What is your target audience or customer demographic? I need this project report done within 24 to 48 hours max

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    Project Details PHASE: I – KEYWORDS AND WEBSITE ANALYSIS 1. Keywords Audit & analysis 2. Initial Analysis of the Website in a Document PHASE: II - ON-PAGE OPTIMIZATION 1. Title Tag Optimization 2. Meta description Optimization 3. Heading Tags Optimization 4. URL Optimization 5. File Optimization 6. Image Analysis and Optimization of Alt Tags on Required Images 7. Hyperlink Analysis and Optimization 8. External Links optimization 9. Audit of Broken Links 10. Quality of Page Content & Density 11. Checking of Canonicalization error 12. Website URL Redirection 13. Optimized XML Site Map Creation for Google PHASE: III – Google Webmaster OPTIMIZATION: 1. Google webmaster installation 2. Google webmaster analysis and overview 3. Cr...

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    ...development experience. Ethereum developer jobs will need smart contract programming skills (Solidity). UX design and web development. At the front end, UX tools (HTML, CSS, JavaScript) will be helpful, without too much adaptation from what you’d need in other sectors. On the backend, Node.js, Go, Python, Scala and other languages will be valuable. Data analysis. The blockchain records a wealth of information, and if you have a background in data science you may be eligible for some of the top careers in cryptocurrency. Security and Cryptography. These skills will always be useful for any technical blockchain role. Experience in blockchain development, cryptography, and smart contract programming are essential. An understanding of staking mechanisms would als...

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    ...real-time data visualization trading system similar to reference chart page () within the given deadline. - Incorporate a variety of indicators and drawing tools for technical analysis. - Embed the referenced chart page within the created trading charts. Ideal Skills and Experience: - Proficient in React.js and charting libraries - Experience in creating interactive financial charts - Understanding of trading indicators and technical analysis. 50 indicators need to provide in chart analysis. Multiple indicators cam be implemented on single chart. Create trading Charts in react for technical analysis and trading activities. Technical indicators, line drawings and other tools need to be created for technical analysis. 1minute chart data...

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    I'm looking for a meticulous MS Dynamics BC Accountant who can configure MS dynamic BC for startup logistics company and manage key accounting tasks. You need to be familiar with Canadian Tax .../ multi currency / forms - Create financial reports - Configure service items and assign dimensions and proper GL. - Assisting with budgeting and forecasting - Connect MS dynamic BC to Microsoft 365 users. The ideal freelancer will have: - In-depth knowledge of MS Dynamics Business Central (BC) - Familiarity with Generally Accepted Accounting Principles (GAAP) - Excellent skills in financial analysis, budgeting, and forecasting - Proven experience in managing accounts payable and accounts receivable Accuracy, attention to detail, and the ability to work to tight deadlines are crucial...

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    I'm seeking an experienced individual who can assist in formatting my Excel spreadsheets and creating informative charts/graphs. Specific tasks include: - Organizing existing data into cohesive tables - Crafting graphs to illustrate data points in an easily digestible format The data specifics were not provided but given its complexity, your experience in organizing diverse data types would be beneficial. Proficiency in Excel with a strong understanding of data analysis is expected. Your ability to present data in clear, comprehensive ways will be extremely valuable in this project.

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    I need a ...Stamp and sign the plans, and forward to the city building department for final approval. I will also need basic calculations, generated by any Structural Analysis program. See attached full set of plans and Sample Structural calculations... Key Responsibilities: - Proper design the carport structure (there are no errors) - Use any Structural Analysis Program in reviewing the design Ideal Candidate: * Familiarity and proficiency with any Structural Analysis Program is crucial. * Knowledge of building codes and safety regulations. *WHEN RESPONING PLEASE SPECIFY 1) PROJECT READ 2) Structural Analysis program you will use 3) ANALYSIS METHOD YOU PLAN TO USE 4) Load Combination you will use. Candidate should exhibit a certain level of...

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    I'm in need of well-researched, informative articles focused on software developments within the technology sector. - Themes and Tone: The articles must be highly technical and informative - think in-depth analysis, not surface-level overviews. - Experience: Ideal candidates will have extensive knowledge of software developments, and proven experience in tech writing. The ability to break down complex topics and deliver content that's both easy to understand and thorough is key. Your writing must cater to an audience that wants to stay updated about latest advancements in software developments.

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    I'm seeking an Excel expert, who also has some familiarity with VBA, ... to assist with several tasks involving a small dataset (less than 100 rows) of sales data. Main tasks will be: - Data Analysis: To understand patterns and trends, and to derive insights from the sales data. Expertise in Excel's data analysis tools is essential. - Spreadsheet Automation: Developing an efficient, automated system for this data analysis process. Your understanding of Excel macros and VBA will be of value. - Formula Optimization: Designing and optimizing Excel formulas to enhance data analysis. Ideal freelancer for this project will possess strong analytical skills and a thorough understanding of Excel and its functional...

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    Objective: Upgrade an existing ETL process to enhance data validation, error handling, and user feedback for structured Excel files uploaded to SharePoint 2019, for subsequent transfer to a database. The solution could be also implemented via Azure Functions and Sharepoint online if deemed possible. Existing Setup: A basic ETL process developed with the Luigi library, lacking advanced validation and user feedback mechanisms. Solution uses parsing code (Pandas) for Excel files data parsing that can be utilized for the upgrade also. There are 4 different excel files, so 4 different parsers will be provided. The system should manage four unique Excel file types, each in its own SharePoint folder, requiring separate parsers for their distinct structures. An initial selection...

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