Statistics Projects
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Statistical Analysis
Introduction: For a qualitative study, the data of a questionnaire has to be analyzed and correlations/regressions have to be identified. The questionaire has 120 questions with numberic answers each (1,2,3,4,5; with 5 being the best) over 3 years. The questionnaire was sent to two groups: (1) Academia, (2) business. Max 50 answers in total. Each answer is available in a separate excel sheet. Additionally, every questionnaire has 5 custom fields on financial performance. Hypthesis: Ethically operating companies are financially more successful. We measure ethical operations along 120 questions with a scale of 1-5 over 3 years. Financial performance is determined by 5 KPIs that are also measured the the same years. What we ideally see is that the 120 questions' score is higher in a particular year when the financial performance is better in the same year. Research question: 1. Along two groups (academia and companies), can we prove the hypothes? 2. Which of the 120 questions impact the which of the financial KPIs? To which extend? Tasks (not exclusive): 1. Load all data into a statistical tool (like JASP) and provide access. There will be multiple people working on the same dataset. Note that not all questions or KPIs must be filled out in each and every questionnaire. 2. check every questionnaire and harmonize the financial custom fields to capture year-over-year changes in percent rather than absolut values. Note that some questionnaires dont have full financial data due to confidentiallity reasons. 3. Perform correlation / regression analysis to prove the research question. 4. Have 1-2 checkpoints with me to review ideas and preliminary findings. Ideally via phone or online. 5. Document the findings for further academic use. Make sure findings are traceable.
11 days ago26 proposalsRemoteData Extraction - Comparative Analysis - Data Visualization
Job Description Summary: The role involves comprehensive data analysis using SAS. Responsibilities include cleaning and preparing datasets, performing descriptive statistical analyses to summarize findings in a detailed table, and conducting correlation analysis to explore variable relationships. The candidate will develop and test hypotheses using statistical methods such as T-tests, ANOVA, non-parametric tests, and regression analysis, providing insights through visualizations and detailed interpretations. Expertise in SAS procedures like PROC CORR, PROC TTEST, PROC ANOVA, PROC GLM, and others is essential.
7 days ago19 proposalsRemotepre-funded
Research Work on Cause of Death (Bangladesh)
Fill in the attached Cause of Death XL Sheet using the below-mentioned sources and any other credible online sources : https://ourworldindata.org/country/bangladesh#search=death-rate https://www.statista.com/statistics/579865/death-rate-in-bangladesh/ https://data.who.int/countries/050 https://data.worldbank.org/indicator/SH.DTH.INJR.ZS?locations=BD Research Requirements Source of research – Secondary sources must be cited appropriately at the endnote of the research. 1. Source must be saved in print PDF format 2. Link of the source must be tested and saved 3. Date & time of collecting source must be kept\ 4. All data sources must be post-2020 period. If no data is found for the recent period then it should mention clearly the data is out-of-date.
13 days ago32 proposalsRemoteExcel Queue management of moulds
A manufacturing company requires an automated queue management system to efficiently allocate moulds for their production process. Currently, the company uses a basic spreadsheet to plan finished product orders by customer. However, there is no functionality to optimize mould utilization across jobs. The proposed project aims to develop a supplementary worksheet within the existing spreadsheet template. This new sheet should provide dynamic visualization of moulds currently in use, as well as a prioritized waiting list for upcoming productions. Mould assignments must be automatically updated in real-time as jobs are completed, to seamlessly transition resources to the next highest priority order. Key requirements for the queue include reversible allocation of moulds to open job slots based on priority rules. Statistical data on mould lifecycles and typical process durations can help estimate theoretical throughput. Conditional formatting should highlight moulds approaching replacement thresholds or impending bottlenecks. Well-designed interfaces will facilitate intuitive management of the schedule by production planners. By centralizing mould queue logic within their existing production planning framework, the company hopes to minimize disruptions from unpredictable tooling failures. Transparent scheduling aims to reduce overtime costs and expedite customer deliveries through optimized resource utilization across all manufacturing jobs.
9 days ago24 proposalsRemoteopportunity
We need data scientist for our app CIRCLES by DISEO
We are looking for a data scientist to join our team and help us analyze data and improve our app. The ideal candidate should have experience with data analysis, machine learning, and data visualization. They should also be able to work independently and as part of a team. This is full time role 160 hours per month /remote job/. Responsibilities: Analyze data to identify trends and patterns Develop machine learning models to predict user behavior Visualize data using charts and graphs Work with developers to implement machine learning models into the app Collaborate with other team members to improve the app's functionality Requirements: Bachelor's degree in Computer Science, Statistics, or a related field Experience with data analysis, machine learning, and data visualization Strong programming skills in Python, R, or SQL Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-Learn Experience with data visualization tools such as Tableau, PowerBI, or D3.js Excellent communication and problem-solving skills Ability to work independently and as part of a team If you are interested in this position, please submit your resume and cover letter. We look forward to hearing from you!
17 days ago16 proposalsRemoteRedesign a ministerial presentation
We seek a skilled designer to refresh a presentation for a government ministry. The goal is to modernize the look and feel while maintaining an appropriate style. Infographics should be incorporated judiciously to simplify complex topics for audiences. The redesigned presentation will feature upgraded visual elements that impart key messages and statistics in an easy-to-understand manner. Pie charts, flow charts, timelines and comparisons graphs can help non-expert viewers follow along effortlessly. Imagery must be professionally sourced or original artwork respecting all copyrights. Care should be taken to achieve an aesthetic that reflects the dignity and gravity of the subject matter in a tasteful way. Embellishments or animations if used at all must emphasize clarity over flash. Font styles and sizes have to optimize legibility while slides employ ample white space for relaxation. Transition effects should be seamless and unobtrusive. The final product will modernize out of date presentation methods to better engage modern crowds without compromising the gravitas or propriety required of governmental communications. Creativity and visual interest and can help the important issues resonate more powerfully if applied judiciously with empathy for all members of the public including seniors or people with disabilities. Experience redesigning materials for ministries or related institutions would be highly valued.
15 days ago37 proposalsRemoteReproduce Knack project in Laravel for subscription model
OBJECTIVE I have built a system using no code tool Knack.com to manage bookings for my event business. I am now looking to move this over to a Laravel build to manage my business - and allow similar businesses to use the same sort of system to manage their bookings, charging them to do so via a subscription model. I want to make sure that this can be developed as rapidly as possible using Laravel tools. HOSTING I would like this set up to be hosted via a Digital Ocean droplet. I already have a DO account. LARAVEL STACK I am open to suggestions but believe Laravel Spark for its subscriptions functionality with team billing and ability to add plans and bill via Stripe, with a per-seat billing options will work well, combined with Jetstream and Tailwind for the front end. Again, happy to discuss the best route. Having different permissions is essential too, so the team model and user management would fit. KEY FUNCTIONALITY OVERVIEW BOOKINGS - Where all bookings are managed, including customer details, address, dates and notes. Then break it down with products, with users able to add their own inputs and options for each product to save against the booking. Also wanting to make sure that there is an availability checker for products on dates. TEAM - Where staffing is managed. Linked in with users functionality of Laravel. Users can be assigned against a booking, can record their hours, update details and volunteer for available shifts. BILLING - To manage all the billing for customers and where we are with invoices. Potentially with some integration for Quickbooks and Xero. GUIDES - Simple section for documentation and training. ANALYTICS - A breakdown of statistics for business performance, primarily driven by data for invoicing/revenue but also some product based information. ADMIN SECTION - To manage various settings for each company in relation to products and bookings. This is an ongoing project but I would be happy to break it into sections. The first thing I would like to complete is get the initial project set up in Laravel on a Digital Ocean Droplet with the subscription models mapped. I would also like to have someone help set the project up for me to assist and see the coding. REQUIREMENTS - Looking for immediate start - Experience and demonstrable portfolio preferred of making business CMS - Good feedback essential on profile - Thorough understanding of Laravel Spark and Jetstream
23 days ago23 proposalsRemoteJob Data Collection System Python (scraping)
Project Overview We are seeking an experienced Python developer to optimize and enhance our job data collection system. The current Selenium-based approach needs to be replaced with a more efficient API-driven solution, incorporating sophisticated data management and robust error handling. Key Requirements - Strong Python programming skills with API integration experience - Database design and implementation (PostgreSQL preferred) - Experience with data versioning and delta tracking - Familiarity with VPN handling for IP rotation - Linux server deployment experience (Ubuntu) Technical Specifications Core Functionalities 1. API Integration - Implement API-based job ID collection to replace current Selenium approach - Design intelligent filtering system to manage data retrieval within API limitations - Develop dynamic filter adjustment for optimal data collection 2. Database Design & Implementation - Design and implement a PostgreSQL database structure - Key data points to track: - Job IDs and metadata - First addition and update dates - Full job details (JSON format) - Update tracking and versioning - Job availability status 3. Data Management - Implement delta versioning for historical tracking - Design system to handle regular job listing updates - Ensure no data loss during updates 4. System Features - Flexible time period selection for data retrieval - Automatic filter optimization to work within API limitations - IP rotation mechanism using NordVPN Additional Requirements - Comprehensive logging system - Email notification system for errors and results - Daily statistics tracking and reporting - Server deployment on Ubuntu VPS Technical Considerations - System must handle large volumes of data efficiently - Solution should be scalable and maintainable - Must work within API rate limits and restrictions Deliverables 1. Complete Python codebase 2. Database schema and implementation 3. Import of existing data 4. Deployment documentation 5. System documentation including error handling procedures Skills Required - Advanced Python programming - API integration expertise - Database design and optimization - Linux server administration - Network handling (VPN integration) This is a complex project requiring a developer with strong system design skills and attention to detail. The ideal candidate will have experience with large-scale data collection and management systems.
a month ago10 proposalsRemoteopportunity
Kitchen Android App - Bluetooth temperature sensors feed in
The app monitors temperatures of fridges and freezers in restaurants using Bluetooth sensors. The temperature range that is an acceptable is set in the app. If the temperature goes outside this range an alarm is actioned and an alert sent to the owner by text message and email. Website admin side & login will be required to set all settings and parameters. Tablet > Bluetooth Gateway > Temperature Sensors. The information will need to be stored in a cloud server which is accessible by a admin website login. This system is for various clients so the system will need to be designed to give each client a login and save details separately on cloud server. The system has an opening and closing checklist of tasks for the kitchen to action every day. This has time requirements also and if not completed by a set time an alarm is actioned and notification text and email to the owner. The app will have to store all temperature, checklist logs, incidents for every day in the cloud. And will require additional pages in the app on areas such as staff training, allergy information and daily incident log. The Bluetooth sensor supplier have supplied their MSensosr app with SDK access to use the code to save time with connect sensors to app / temperature monitoring etc. There may be some API programming required. Its important Restaurants have access to a back office where they can easily print off the PDF reports of each days checklists and temperature logs. How it will work: 1. Temperature and Humidity Sensors: ○ These sensors are installed in fridges and freezers in the kitchen. ○ They continuously monitor temperature and humidity levels within the appliances. 2. DataTransmissiontoGatewayDevice: ○ The sensors transmit the collected data to one or more gateway devices. ○ The gateway devices act as intermediate points for collecting and forwarding the sensor data. 3. StorageinAWSCloud: ○ The gateway device send the collected data to a cloud service. ○ This ensures that the data is securely stored on cloud. 4. DataAggregationbyBackendServer: ○ A backend server fetch and aggregates the data from cloud and send it to frontend apps. ○ With socket it will display real-time sensors reading. 5. FrontendDisplay Tablet: ○ The processed data from backend is then made available for display on the frontend tablet. ○ Users can access the temperature and humidity statistics through various interfaces, such as desktop applications or mobile apps. 6. UserInteraction: ○ Users can monitor real-time and historical temperature and humidity trends. ○ Alerts or noti cations can be implemented to inform users of any abnormal conditions, ensuring timely response. 7. Maintenance and Calibration: ○ Regular maintenance and calibration of sensors and devices are crucial to ensure accurate readings. ○ The system may include features for automated alerts when maintenance is required. Cloud services used: 1. AWS IoT Core: ○ View Pricing 2. AWSDynamoDB/TimeStream: 3. AWSLambda: THE APP – DETAILS AND SCREENSHOTS HOME / DASHBOARD Opening Checks – click to complete Closing checks – click to complete Incidents – Click to complete DASHBOARD OF FRIDGE / FREEZER TEMPS WEEK Showing all tasks actioned by day TEMPERATURES Temperatures from Bluetooth sensors feed information into the app. A safe temperature range needs to be set – Fridge 4-6’c / alarm alrt if over 7c Freezer – below -18’c – alarm if above -4’c ALARM SENT TO APP / EMAIL ADDRESS IF ALERT ACTIONED ALL TEMPERATURES CONSTANTLY RECORD AND RECORDS CAN BE VIEWED HOME / DASHBOARD Opening Checks – click to complete Closing checks – click to complete Incidents – Click to complete DASHBOARD OF FRIDGE / FREEZER TEMPS WEEK Showing all tasks actioned by day TEMPERATURES Temperatures from Bluetooth sensors feed information into the app. A safe temperature range needs to be set – Fridge 4-6’c / alarm alrt if over 7c Freezer – below -18’c – alarm if above -4’c ALARM SENT TO APP / EMAIL ADDRESS IF ALERT ACTIONED ALL TEMPERATURES CONSTANTLY RECORD AND RECORDS CAN BE VIEWED HOME OPENING CHECKS CLOSING CHECKS TEMPERATURES TEAM INCIDENTS RECORDS ALLERGY CHECK SETUP
a month ago38 proposalsRemote
Past "Statistics" Projects
Mathematics and statistics simple problem and explanation
I need someone to calculate and then explain a very simple (in terms of rules), but who know with things like maths, gameshow type situation. In terms of the likelihood of outcome of multiple repeated (though altered events). Also to explain the maths briefly, so I can use it myself going forward with different values or number of sets etc. It’s much clearer if I just explain the game; It’s a game show, or casino game etc, however you like to visualise it. There are to start 9 envelopes on a pin board, hidden inside 8 of them is the value £1. Inside the 9th is the value £25. The £25 is considered the winning prize. The £1 is considered a lose. The envelopes are arranged randomly and no one knows where the prize is. A single person, pays an entry fee of £X. I get to keep that entry fee. They then choose an envelope freely. If they pick the prize envelope then they keep the £25, (but I still have their £X), and the game is over. It can then be reset in the exact same way as it was before, but with a new random envelope containing the prize. A complete restart of all parameters, no information carries forward. However, if the first person picks an envelope with £1 in, (I keep their £X, as is always the case), they get to keep their £1 prize. BUT as they chose a losing envelope, the envelope they chose is removed leaving the same 8 envelopes on the pin board that were there before. Another person can now pay their £X (it is always the same entry fee), and choose from the remaining 8 envelopes. The same rules apply, if they choose the winning prize, they keep the prize, and the game is over, or if the chosen a lossing envelope they get their £1, their envelope is removed, in this case leaving 7 and another player can have a turn. This is always repeated until the prize is found at which point the game is over. Obviously the game could end on round 1, and I’d have £X, but the player would have £25. Or it could run until the 9th envelope in which case I’d have (£X x9) and would have paid (£25 + £1x8) in prizes. Or it could end in any round in between with the appropriate fees paid and prizes paid etc. The question is; How much should X be set at to ensure a profit over multiple instances of running the game. And over how many instances of the game would you need to run to realistically to be able to avoid a crazy run of luck making you lose just from a string of flukes. My assumption is this will fall under some kind of distribution curve as in theory all results are possible, ie winning envelope chosen first time every time for ever, but it gets less likely of course, so although guarantees can be made I guess, ther must be a point where likely holds hold up enough for real life situations, as casinos have that same risk surely, and they seem to do pretty well? I’m perhaps going to code this into excel or something once I get the mathematics of it confirmed and explained. Hopefully I would then understand it enough to calculate it with different values for the prizes, and entry fees and number of envelopes. And perhaps even for say prizes in two envelopes with the game running until both are found. Also, I know I posted this in computing, but there was no section for mathematics. I don’t need anything building, just a min explanation of the maths above. Also, this is a fun project, not a business, the budget here is low I’m afraid, but equally all I really want is a well worded, complete explanation etc, if this stuff is your jam then that may only be a few minutes if work. I don’t expect more than I pay for. Thanks Richard
pre-funded
Statistical Analysis of one dataset in R
Greetings, I am looking for a Data Analyst with proficiency in R for a project with the following research question: "How does the use of AI-supported tools such as ChatGPT and Copilot influence the job satisfaction of employees in companies?" The task is to analyze a dataset (from executed interviews) and provide compact answers to a list of questions regarding descriptive statistics. This includes the phrasing of 2 null hypothesis and one alternative hypothesis + evaluation regarding the research question above. The dataset consists of one .xlsx-file with 200 - 250 rows and 15 columns. The visualization is preferred in ggplot2, but essentially at your own discretion. The deliverable is the R code as well as a Word document with the comments and answers. You'll find the details in the attachments, as well as a sample screenshot. Thank you for your interest in this project and best regards
SAS - Analysis Types - T-Tests/ANOVA
NEEDED: SAS Programming & Data Preparation: Utilize SAS Studio to upload and run provided SAS programs to create 2 small datasets for analysis. Data Analysis & Correlation Conduct correlation analysis to determine variance of two variables Interpret correlation coefficients, evaluate statistical significance, and provide insights on the relationship of some data points T-Test Analysis: Analyze and compare the effectiveness of two items using paired t-tests. Generate and interpret descriptive statistics for each of the two items, compare means, and check assumptions to validate the testing method. One-Way ANOVA Analysis: Use one-way ANOVA test to make data determinations. Ensure statistical assumptions are met before conducting analyses, submit code, and interpret results. Qualifications: Proficiency in SAS programming and SAS Studio. Strong understanding of statistical analyses, including correlation studies, t-tests, and ANOVA. Ability to interpret and communicate data findings Attention to detail and strong problem-solving skills. Preferred Skills Knowledge of statistical assumptions and methodologies for various analyses. **** DEPENDING ON QUALITY OF WORK AND TIMELINESS, ADDITIONAL JOBS WILL BE OFFERED.
opportunity
I have 22 articles on my website that need updating
I am looking for a skilled freelancer to update 22 existing review articles about companies in a specific industry. These articles were originally written 2 to 3 years ago and need to be updated to ensure they remain factually correct and relevant. Each article is around 1,500 words. Scope of Work Research: Conduct manual research on each company to gather up-to-date information. Verify all details in the articles, including any factual claims, company statistics, or references to services/products. Editing: Update the content where necessary to reflect current information. All updates will need to be made directly on the Wordpress site Maintain the existing structure and tone of each article. Ensure all updates are seamlessly integrated without rewriting the entire article. Quality Assurance: Confirm the articles are factually accurate and professionally written. No AI-generated content should be used at any stage. Requirements: Manual research and writing only; AI tools cannot be used. Familiarity with fact-checking and sourcing credible information. Familiarity with WordPress Excellent attention to detail to ensure the articles remain polished and professional. Deliverables: Updated versions of the 22 articles, ready for publication.
Powerpoint - Animations (gifs?) Advice
Hello I have a client who I am working with on a Powerpoint Presentation. I will want to add some form of animation in for statistics - stats like "Over 500 Data Breaches every month". This is the style I have in mind: https://slideuplift.com/blog/best-animated-powerpoint-ppt-templates/ I can do basic entrance/exit effects with timings but I will require something more special/slick so I think I will need an expert. I am unsure how many I will require yet but it will be fairly short notice over the next few days. For now, please place a bid if interested and provide examples of previous work and we can agree price before we start. Thank you
opportunity
AI Search Engine for Data website
We are seeking an experienced AI developer to help build an AI-powered search engine for our football statistics website. The search engine will use OpenAI’s ChatGPT API to enable users to perform natural language queries and retrieve football-related data such as player stats, team performance, match results, and more. The ideal candidate will have experience with integrating AI models into web platforms and working with structured databases Deliverables - Fully functional AI-powered search engine integrated into our football statistics website. Search engine capable of handling natural language queries with accurate results. Ability to handle follow-up/contextual queries. Properly structured and indexed football data for optimal search performance.
Statistical Analysis of a Short Quality of Life Scale
Dear All I hope this message finds you well. I am seeking someone with expertise in statistical analysis and academic writing to assist me in analysing a short Quality of Life scale designed for people with disabilities. The scale consists of only 8 items, divided into 5 dimensions, and is aimed at measuring different aspects of quality of life for individuals with disabilities. What I require is the following: A brief write-up of the methodology section, including a description of the study tools, sample size, and the methods of analysis employed. A general descriptive analysis of the results, with the dimensions ranked from highest to lowest, including the mean score for each dimension. An examination of the impact of certain variables, such as geographical region, family income, and the gender of the disabled person, on the results. I would like to determine whether these variables have any effect on the outcomes. Additionally, it is essential to note that the use of AI tools, whether for analysis or writing, is strictly prohibited. This will be verified prior to confirming the receipt of your work. The task is not overly complex, but I have provided detailed information to ensure clarity. The final report should be between 1200-1500 words, written in British English. Please only apply for this task if you have prior experience with academic papers and publications. If you do not have this background, I kindly ask you not to proceed. I look forward to your response. Best regards,
Modern Animation Explainer on E-Commerce Case Study
Business: Social Fever Ticket Brief: Create a modern animated explainer video on a e-commerce case study we conducted in 2024 I have made a very basic presentation in Canva to breakdown the 9 months in terms of statistics and a brief description of what we did each month to achieve the revenue. I would like someone to make this a fancy explainer video that we can send to potential clients or show in meetings. Examples of Explainer Videos: https://vimeo.com/880223109 https://holdens.agency/ It would also be beneficial if you can re-design the presentation as a brochure also that can be sent as a pdf to clients. As we run a marketing agency, it needs to look extremely professional, modern and classy. Please see our website for branding and a jist on what we do: www.socialfever.uk Upload Details: MP4, MOV & PDF How to win this project: - Show me some examples you have already made in the past - Show me design examples of brochures you have made in the past -Please quote a fair amount and note we run an agency so will have continuous work for whoever wins.
Develop mobile app for sharing sports betting predictions.
-Mobile design is ready with Figma. ready figma design will be converted into mobile application - Development of the mobile application using Flutter. -A web admin panel is required to share forecasts manually in the mobile app and manage the app 1 User Registration and Authentication ● 2.1.1 User Registration: Allow users to register using email and password. Registration should also include optional fields for name and phone number. ● 2.1.2 User Authentication: Provide login functionality with email and password. Support for "Forgot password" and password reset should be included. Enhanced Registration Options: ● GoogleAccount Registration: Users can register and log in using their Google accounts. ● AppleAccountRegistration: Users can register and log in using their Apple accounts. Legal Agreement Acceptance: ● TermsandConditions:Users mustaccept terms and conditions during registration. 2 User Profiles ● 2.2.1 Profile Management: Users should be able to view and edit their profiles, including changing their password and updating personal information. 3. App Modules and Functionalities 3.1 General Features ● 3.1.1 Multilingual Support: The app should support approximate 3.2 Prediction Features ● 3.2.2 Prediction History: Users can view past predictions and the outcomes. The admin should be able to delete or modify predictions at any time. 4. Admin Panel 4.1 Content Management ● 4.1.1 Prediction Management: Admin can add, delete, and modify predictions. ● 4.1.2 Content Editing: Admin can edit informational content across the app. 4.2 User Management ● 4.2.1 User Overview: View a list of all registered users. ● 4.2.2 User Interaction: Admin can manage user accounts, including deletion or suspension in case of policy violations. 4.3 Reporting and Analytics ● 4.3.1 Analytics Dashboard: Provide statistics on app usage, numberofsubscriptions, and user activity. 4.4 Multilingual Content Management ● 4.4.1 Language Settings: Manage different language versions of content within the app. 5. Design Requirements ● 5.1 Responsiveness: Ensure the app is responsive and provides a seamless experience on various devices and screen sizes. 6. Compliance and Security ● 6.1 Data Protection: Implement standard security measures to protect user data and comply with relevant data protection regulations. ● 6.2PaymentSecurity: Use secure payment processing systems to handle transactions safely -Must be compatible with both IOS and android
I need an infographic
I am looking for a talented designer to create an infographic that effectively communicates statistics and quotes related to a pilot project. The infographic should be branded according to the provided guidelines and have a modern, clear, and concise design. The project has a tight deadline, with a preference for completion by the end of Friday or over the weekend. The infographic should include 5 quotes and 6 statistics, with examples of previous work being provided for reference.
opportunity
Data scientist for our company DISEO and our app CIRCLES
We seek a talented data scientist to help analyze our customer datasets. As our company continues to grow, we collect increasingly large amounts of customer data from various sources. We want to better understand customer behaviors and preferences to improve our products and services. The selected candidate will work with our analytics team to clean, organize and explore our customer datasets. You will identify patterns, trends and relationships within the data using statistical techniques and machine learning algorithms. The goals are to develop actionable insights, build predictive models and formulate recommendations. This is an opportunity to apply your data science skills to solve real business problems. You will leverage tools like Python, R and SQL to extract value from our customer data. communicating findings clearly to both technical and non-technical stakeholders. Working independently, you will design and execute your own projects from start to finish. The successful candidate should have 2+ years of work experience in data science or a related field. Expertise in statistical analysis, predictive modeling and experience with large datasets is essential. Strong programming skills in Python or R are required. Background in machine learning, data mining or marketing analytics is preferred. You should be able to think critically and strategically about capturing meaningful insights from complex customer data. This is a remote position with flexibility to work from anywhere. The company provides excellent benefits and opportunities for professional growth. If using your data science skills to help a growing company better understand customers