Sawtooth Software Conjoint Analysis Projects
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Comparative Analysis of 3D bathroom Planner Softwares
As the project holder, I'm seeking a detailed appraisal of several 3D planner software platforms, comprised of Saninet 3D planner, MATICAD DOMUS3D, PALETTE CAD, TILE LOOK, VISOFT, and SPARK VISION. The purpose is to see how they stack up against each other in terms of pricing, functionality, and user interface. Key Project Requirements: - Pricing Comparison: We need accurate, up-to-date information about the different subscription plans offered by each platform, and any additional fees or charges they may impose. - 3D Planner Capabilities: Evaluate each software on its design tool offerings. How much customization is allowed? What kind of integration capacity does each software have with other programs? Table all information clearly and succinctly for ease of comparison. Here is the list of the competitors: - [login to view URL] - [login to view URL] - [login to view URL] - [login to view URL] - [login to view URL] our software is Saninet and we have in this analisys to show that he is the best. [login to view URL] To undertake this project, you'll need to be adept at researching and collating information, and be comfortable with understanding and comparing different software capabilities and prices. We prefer someone with a background in software evaluation or 3D planning software specifically, giving them an understanding of the requirements specific to the bathroom industry. Please bid accordingly.
4 days ago7 proposalsRemote20 PAGE ONPAGE SEO OPTIMIZATION KEYWORD
Hello, Straight forward project as i do not have the paid tools such as SEMRUSH / AHREFS / SCREAMING FROG / MOZ / LINKWHISPER / OTHERS 20 url. Need everything from site audit/analysis/ competitor SPYFU/keyword planning/content seo and technical seo. Excel file for job requirements. https://docs.google.com/spreadsheets/d/1lMut4pGMJ8KAPt-sbWF5IQObPDCwMk7LXaGnvq77kYg/edit?usp=sharing For reference only. SEO audit. https://docs.google.com/document/d/13YbdtXqbqEyQlHu_RBd2D16pj1wgja-vep0K2fmy1gs/edit?usp=sharing 7 Days to complete 20 On-Page SEO. Wordpress + Rank Math Pro Please tell me what software you will use to complete these tasks.
17 days ago27 proposalsRemoteI need a research assistant
The ideal candidate will possess strong analytical skills, attention to detail, and a passion for learning. Key Responsibilities: • Assist in literature reviews and background research on relevant topics. • Screen search results in Covidence based on predefined criteria to select studies for inclusion in the review. • Extract data from selected studies using standardized forms and protocols. • Verify the accuracy and completeness of extracted data, resolving discrepancies through discussion with team members. • Summarize and synthesize findings from included studies, highlighting key results and trends. • Participate in team meetings, providing updates on progress, challenges, and insights gained during the review process. • Perform other duties as assigned by the research supervisor or principal investigator. Qualifications: • Master graduate, preferably in a relevant field such as public health, health economics, or a related discipline. • Strong academic record with coursework in research methods, statistics, and quantitative data analysis preferred with SAS or STATA • Excellent written and verbal communication skills. • Proficiency in Microsoft Office Suite (Word, Excel, PowerPoint) and research software/tools. • Ability to work independently and collaboratively in a fast-paced environment. • Detail-oriented with strong organizational and time management skills. • Prior research experience in systematic reviews and meta-analysis and manuscript publication is a plus Duration and Compensation: • This is a part-time position, between 10 and 20 hours per month. Compensation will be commensurate with experience and qualifications. Application Process: Interested candidates should indicate their interest in the position and relevant experience. Deadline: Applications will be reviewed on a rolling basis until the position is filled. Early applications are encouraged.
21 days ago33 proposalsRemoteSenior Accountant - International Operations
Job Title: Senior Accountant - International Operations Location: Remote About Us: We are a leading group in the luxury food industry, encompassing Exmoor Caviar, Shah Caviar, and Caviar Biotec. Our mission is to deliver unparalleled quality and sustainability in caviar production and distribution. With offices in the UK, US, and The Netherlands, and a customer base spanning the UK, EU, South Korea, Australia, and the US, we are dedicated to excellence and innovation in our field. Job Summary: As a Senior Accountant for International Operations, you will play a critical role in managing and integrating the accounting functions across our brands. This role demands a high level of proficiency in cost accounting, financial planning, and forecasting to support our dynamic and growing business. The ideal candidate will be a strategic thinker with a keen eye for detail and a passion for driving financial efficiency and effectiveness in a global setting. Key Responsibilities: Develop and maintain comprehensive cost accounting systems and practices to ensure accurate costing of products across all brands and locations. Lead financial planning and forecasting processes, including budget development, variance analysis, and financial modeling to support strategic decision-making. Ensure compliance with local, state, and international financial and tax regulations across all operating locations. Coordinate and prepare internal and external financial statements in accordance with GAAP and other applicable standards. Implement and oversee financial controls and processes to mitigate risk and enhance the accuracy of the company's reported financial results. Collaborate with cross-functional teams to support and drive business initiatives, providing financial insights and analysis to facilitate informed decisions. Manage and support the accounting team, fostering an environment of continuous improvement and professional development. Liaise with external auditors, tax advisors, and financial institutions as required to support financial operations and compliance. Keep abreast of industry trends, developments in accounting standards, and best practices to ensure the company's accounting practices remain current and competitive. Requirements: Bachelor's degree in Accounting, Finance, or related field. CPA or equivalent qualification preferred. Minimum of 5 years of experience in accounting, with a strong focus on cost accounting, financial planning, and forecasting, preferably in the food industry or FMCG sector. Demonstrated experience in managing accounting functions across multiple countries and dealing with international tax and financial regulations. Proficient in ERP systems and accounting software, with advanced Excel skills. Exceptional analytical, organizational, and project management skills. Excellent communication and interpersonal skills, with the ability to work collaboratively in a remote, multicultural environment. Fluent in English, with proficiency in additional languages considered an asset. What We Offer: A remote and flexible working environment. Competitive salary and benefits package. Opportunities for professional growth and development within a dynamic international company. A supportive and inclusive culture focused on innovation, quality, and sustainability. How to Apply: If you are passionate about making a difference in the luxury food industry and meet the above criteria, please submit your resume and a cover letter detailing your experience and why you are the ideal candidate for this role to [insert application email or platform]. We thank all applicants for their interest, but only those selected for an interview will be contacted.
18 days ago15 proposalsRemote
Past "Sawtooth-software-conjoint-analysis" Projects
I need help setting up demand forecasting and order generation
Hi, I need to work with someone who has experience setting up demand forecasting and order generation for a retail business that sells hard goods. The business sells products and we need help setting up reports or methods of ordering the correct amounts of products so we don't run out of stock. We currently use lightspeed point of sale and the online store is on shopify where products are purchased as well. I was considering setting up a tool for data analysis called databox. And somehow setting up reports there to monitor stock levels and provide predictive reports on how much product we should have. If you have experience setting up advanced purchase orders please contact me. I am open to suggestions on other software if you have experience or recommend a different software to use other than databox. I am going to sleep now but I will be back on here at 10am cst to begin talking about this task. Thank you.
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Does FOB change management?
Purpose of the study. Does FOB change management. Data: XLS file coded. a) Sheet 2 has full data set b) Coding: has the codes (how coded) 1. Data Preparation Handling Missing Values: Decide on a strategy for missing values. 2. Descriptive Statistics 3. Inferential Statistics Comparing Parameters: For each parameter, perform a statistical test to compare the two groups. Correction for Multiple Comparisons: If you're testing multiple parameters, consider correcting for multiple comparisons using methods like Bonferroni or False Discovery Rate (FDR) to control the Type I error rate. 4. Logistic Regression Analysis Model Building: Perform logistic regression with "Changed management" as the dependent variable and significant parameters as independent variables. Use a stepwise selection method to identify the most significant predictors. Model Output: Obtain odds ratios (OR), 95% confidence intervals (CI), and p-values for each predictor. 5. Writing the Analysis Methodology: Describe the data preparation steps, including how missing values were handled. Statistical Methods: Detail the statistical tests used, including any corrections for multiple comparisons, and the logistic regression analysis. Software: Mention the statistical software or programming languages and libraries used for the analysis. 6. Time Frame The time frame for this analysis
Seamless Copper Extrusion FEA Analysis
Project Description: We are seeking a skilled freelancer with expertise in Finite Element Analysis (FEA) to assist us in analyzing the extrusion process of copper billets. The project involves performing FEA simulations to understand the effects and optimize the seamless extrusion of copper from a billet heated to 650°C through a reducer and mandrel. Project Objectives: FEA Simulation: Utilize the provided CAD model of the extrusion setup to perform Finite Element Analysis simulations. Effects Analysis: Investigate and analyze the effects occurring during the extrusion process, such as temperature distribution, stress concentrations, material flow, and deformation. Optimization: Identify areas for improvement and optimization within the extrusion process to enhance efficiency and product quality. Recommendations: Provide detailed recommendations based on FEA results to mitigate potential issues and improve the overall extrusion process. Deliverables: FEA Simulation Results Report: A comprehensive report detailing the findings of the FEA simulations, including temperature profiles, stress analysis, material flow patterns, and deformation characteristics. Optimization Recommendations: Detailed recommendations for optimizing the extrusion process based on the FEA results, including suggestions for adjusting parameters such as temperature, speed, and die geometry. CAD Model Verification: Validation of the CAD model against FEA results to ensure accuracy and reliability. Skills Required: Proficiency in Finite Element Analysis (FEA) software such as ANSYS, Abaqus, or similar. Strong understanding of material behavior, especially copper, at elevated temperatures. Experience in CAD modeling and simulation. Ability to interpret and communicate complex engineering data effectively. Timeline: The project timeline is flexible, but we anticipate completion within [insert timeframe]. We are open to discussing specific deadlines based on the freelancer's availability and proposed schedule. Budget: The budget for this project is negotiable based on the freelancer's expertise, experience, and proposed approach. Please provide your estimated quote along with your proposal. How to Bid: Interested freelancers are invited to submit their proposals detailing their relevant experience, approach to the project, estimated timeline, and budget. Additionally, please include any previous work samples or case studies demonstrating your proficiency in FEA analysis and simulation. We look forward to collaborating with a talented freelancer to optimize our copper extrusion process and achieve superior results. If you have any questions or need further clarification, please don't hesitate to reach out. Thank you for considering this opportunity.
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Financial Model for Optimal Product Bundling Strategy
Description: We are a dynamic start-up set to redefine the beverage industry with our innovative product. As we chart our course for success, we recognize the need for a sophisticated financial model to guide our product bundling strategy, ensuring profitability and market competitiveness. Project Overview: We are seeking an experienced financial modeler to craft a comprehensive financial model that will aid in determining the most profitable quantity sizes for our direct-to-consumer sales and wholesale distribution. The primary focus will be on creating optimal bundle packages for different consumer segments. Key Deliverables: 1. Consumer Bundle Packages: Develop a dynamic model to analyse and optimize bundle packages for direct-to-consumer sales. Evaluate profitability and market demand for various quantities, such as packs of 4, 20, 50, and 100. 2. Wholesale Quantity Analysis: Model the ideal quantities for wholesale distribution, considering factors such as packaging, transport logistics, and the preferences of wholesale partners. 3. Profitability Scenarios: Conduct scenario analysis to assess the profitability of different bundle configurations under varying market conditions and sales volumes. 4. User-Friendly Interface: Design the financial model with a user-friendly interface, allowing us to manipulate variables for ongoing analysis and strategic decision-making. Requirements: • Proven expertise in developing financial models, specifically for product bundling and pricing strategies would be ideal. • In-depth understanding of the beverage industry, including production costs, market trends, and distribution dynamics would be ideal. • Proficient in spreadsheet software (e.g., Microsoft Excel, Google Sheets). • Ability to integrate key business assumptions into the model and provide insights for strategic decision-making. Confirmation of Assumptions Required for the Exercise: • Detailed production costs for each product size. • Market research data on consumer preferences for bundle sizes. • Transportation and packaging costs for different quantities. • Wholesale partner requirements and preferences. CANDIDATES WILL BE REQUIRED TO HAVE AN INTIAL CALL TO DISCUSS PROJECT, PLEASE ENSURE YOU HAVE THE CORRECT MEANS OF COMMUNICATION AS THIS PROJECT WILL REQUIRE CONTINUIOUS INPUT AND FEEDBACK. UK BASED CANDIDATES ARE PREFERED HOWEVER ALL OTHER LOCATION WILL BE CONSIDERED.
Digital Marketing Specialist
Seeking a skilled Digital Marketing Specialist (focusing on LinkedIn) to help define a successful ad campaign framework. Our goal is to generate a minimum of two qualified leads monthly for initial consultations on our software consulting services. Your role is critical in shaping and executing the ad strategy. Responsibilities * Work closely with us to develop a comprehensive LinkedIn ad campaign strategy for lead generation. Validate our desired target audience segments for the ad. * Suggest the overarching advertising concept and overall messaging strategy. * Recommend the budget allocation for the LinkedIn ad campaign, ensuring a cost-effective approach while meeting lead generation goals. * Research the most relevant keywords and audience targeting options to maximize campaign effectiveness. * Review and refine proposed ad concepts to ensure they align with our goals and resonate with our target audience. Make data-driven recommendations for improvements. * Provide insights and suggestions for improving lead quality. * Make recommendations for key performance indicators to track. Qualifications * Proven experience in creating and managing successful LinkedIn ad campaigns focusing on lead generation. * A strong understanding of LinkedIn Ads Manager and its features. * Demonstrated ability to set and achieve lead generation targets within defined budgets. * Proficiency in data analysis and ability to make data-driven decisions. * Strong communication and collaboration skills. * Previous experience in software or technology-related advertising is a plus. If you're a results-driven LinkedIn Ads Specialist eager to contribute to our lead generation goals, we invite you to apply. Submit your resume, a cover letter detailing your experience, and any relevant portfolio or successful LinkedIn ad campaign case studies. We look forward to working with a dedicated specialist who can help us drive qualified leads for our software consulting services through LinkedIn advertising.
Freelancer Needed for Data Analysis Using NVivo Software
Hello There, I am currently seeking a skilled freelancer to assist with the data analysis phase of my research project. I have collected survey and semi-structured interview data related to Exploring Challenges in Launching a Perfume Brand in Dubai. The collected data is already organized and ready for analysis. I specifically need support in conducting a thorough analysis using NVivo software. As this is a time-sensitive project, I am looking for someone who can start immediately and complete the analysis promptly. Key Details: Data Type: Survey and semi-structured interviews Software: NVivo Analysis Requirements: Thematic analysis, coding, and categorization Report Writing: Not required, as I will handle the report writing aspect If you have experience with NVivo and a strong background in qualitative data analysis, I would love to discuss this opportunity further. Please let me know your availability, rates, and any relevant experience you have with similar projects. Feel free to ask any questions or request additional details. Looking forward to your prompt response.
CFD analysis of a car
I would need to perform several CFD analysis of a car. I have the closed car model. I am looking to obtain the CFD report with the vehicle drag coefficient, downforce, pressure distribution map, etc. Can you support this project? If so what would your cost estimates per each CFD run? Please also provide the information on the accuracy and what software do you use. Best, Michal
RSS Feed Aggregation and Categorization Web Application
Objective: To develop a web application that captures RSS feeds from multiple sources, extracts comprehensive data including title, article body, images, source, author, etc., categorizes the content, and generates its own RSS feed based on these categories. Functional Requirements: RSS Feed Capture: The application shall integrate with various sources to capture RSS feeds. Upon capturing, the application shall retrieve complete data from the feed, including title, article body, images, source, author, and any additional relevant information. Data Extraction: The captured RSS feeds shall undergo parsing to extract relevant information from each feed entry. Information extracted shall include but not limited to: Title of the article. Body of the article. Images associated with the article. Source of the article (URL or name). Author(s) of the article. Publication date/time. Any other metadata provided by the feed. Categorization: The application shall categorize the extracted content into various predefined or dynamically generated categories based on content analysis. Categories may include but are not limited to: News, Technology, Sports, Finance, Entertainment, etc. The categorization process should utilize techniques such as keyword analysis, machine learning algorithms, or user-defined rules to assign content to appropriate categories. RSS Feed Generation: Once the content is categorized, the application shall create its own RSS feed(s) for each category. The generated RSS feeds shall include the categorized content along with relevant metadata. Each RSS feed should conform to standard RSS specifications and be accessible via a unique URL. Non-Functional Requirements: Performance: The application shall handle a large volume of RSS feeds efficiently, ensuring minimal latency in capturing, processing, and categorizing the content. Response time for user interactions shall be optimized to provide a seamless browsing experience. Scalability: The architecture of the application should be designed to scale horizontally to accommodate increasing numbers of RSS feeds and users. Load balancing mechanisms should be implemented to distribute incoming traffic across multiple servers. Reliability: The application shall be robust and resilient to failures, ensuring continuous operation even in the event of hardware or software failures. Data integrity measures shall be in place to prevent data loss or corruption. Security: The application shall implement authentication and authorization mechanisms to control access to sensitive functionalities and data. Data transmission and storage shall be encrypted to protect against unauthorized access or tampering. Assumptions: The RSS feeds from various sources are accessible via standard HTTP protocols. The application will not alter the original content of the RSS feeds, but rather create its own feeds based on categorized content.
Exercice + free topic (in SAS "Statistical Analysis Software")
the tasks description and the files are in this folder: https://drive.google.com/drive/folders/1JIN1ItM_EwRIYERofNpLbJF45GkxlP_Q?usp=sharing
Logo designed for new luxury transfer company
We seek a talented graphic designer to conceive and create a new logo that will represent our luxury transport business. As a start-up service catering exclusively to high-profile clients in the film, music and advertising sectors, we aim to project an image of sophistication, discretion and exceptional quality of service. Our goal is to become the premier choice for discreet and comfortable transportation of A-list celebrities and other distinguished patrons. The logo will be the public face of our brand and must exude elegance, prestige and refinement through its visual elements and stylistic execution. It is imperative that the design communicates our commitment to unparalleled standards of customer service, comfort and privacy. Color palette and imagery should complement our target demographic and objective of being viewed as the epitome of luxurious transportation. The finished logo must reproduce cleanly and distinctly at various small sizes for use on our website and promotional collateral as well as on our fleet of high-end vehicles. Applicants should submit 2-3 conceptual logo designs along with a brief analysis of how each option aligns with and supports our brand vision. Proficiency with major design software programs is expected. Intellectual property rights will be retained by our company upon completion. We welcome fresh, innovative perspectives reflecting our distinctive service model catering exclusively to an elite clientele. This is an opportunity to design an iconic brand identity for an upscale start-
Content Developer for Arabic Fashion
Content on Snapchat, Instagram, and TikTok We are looking to hire a freelance content developer who specializes in creating engaging and unique fashion content in Arabic for Snapchat, Instagram, and TikTok platforms. The content developer will be responsible for providing weekly fashion ideas, inspiration, and showcasing the latest looks of the season. Responsibilities: - Research and stay up-to-date with the latest fashion trends, styles, and looks in the industry. - Create compelling and visually appealing fashion content in Arabic for Snapchat, Instagram, and TikTok. - Develop creative concepts and storylines to engage the target audience. - Collaborate with the marketing team to align content with brand guidelines and marketing objectives. - Provide weekly content plans and deliverables based on the agreed-upon schedule. - Ensure that all content is high-quality, consistent, and aligned with the brand's tone and style. - Monitor and analyze the performance of the content to optimize engagement and reach. Requirements: - Strong passion for fashion and a deep understanding of Arabic fashion trends and styles. - Proven experience in creating engaging fashion content for social media platforms, specifically Snapchat, Instagram, and TikTok. - Excellent knowledge of the Arabic language, including proper grammar and spelling. - Proficiency in using relevant design and video editing tools/software. - Ability to work independently and meet tight deadlines. - Strong communication and collaboration skills. - Familiarity with social media analytics tools is a plus. Deliverables: - Weekly fashion content plans and schedules. - Engaging and visually appealing fashion content in Arabic for Snapchat, Instagram, and TikTok. - Performance reports and analysis on the content's engagement and reach. Timeline: This project will require weekly deliverables, and the initial contract will be for a period of three months. The freelance content developer will be expected to submit content on a consistent basis according to the agreed-upon schedule. Budget: 100$ per monthly If you are interested in this project, please provide a brief overview of your experience in creating fashion content for social media platforms and your proposed budget. We look forward to hearing from you!
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Detailed billing reconciliation with time sheets
I am seeking a skilled freelancer with a good standard of written English to assist me in reconciling our billing records by creating time sheets. The project involves two parts and the estimated time is 36 hours based on the time it will take if I did this myself- Part 1 - Going through the whole file and giving a detailed summary analysis in tabularand narrative format of ITEM IDENTIFICATION i.e. Email (ADDRESSEE & ADDRESSOR) - Letter (ADDRESSEE & ADDRESSOR) - Document Type e.g. Contract; Claim Form; Particulars of Claim, Application Notice, Witness Statement - ESTIMATED TIME SPENT BASED ON CONTENT i.e. short emails 10-15 mins; long emails 30 mins to 1 hour; short letters 4 lines long 10-15 mins long letters 5 lines to several pages 1 hour to 4 hours; Contracts, Claim Form; Particulars of Claim, Application Notices, Witness Statements minimum 5 to 10 hours per item - ITEM CONTENT SUMMARY i.e. a short description of what the item contains - only long emails, letters and documents need to have this section completed - HOURLY RATE CHARGED i.e. there were two hourly rates charged in the matter £375 and £500 please see engagement letters and invoices to see which rate applies. Part 2 - Reviewing and matching invoice amounts to corresponding timesheet entries using my time recording software Harvest, ensuring accuracy and completeness. The ideal candidate should have strong attention to detail, excellent analytical skills, and experience in legal cost reconciliation. Part 1 must be completed by this Saturday 17/02/2024 and there is no room for delay Part 2 must be completed by 05/03/2024 The budget price is for Part 1 and 2 Responsibilities: Create a detailed cost summary in tabular format (I have attached what a detailed assessment costs bill looks like to assist you with the task) Review and match invoice amounts to created timesheets Identify and resolve any discrepancies between the two Ensure that all billable hours are accurately recorded Please submit your proposal, including your availability, for consideration.
Logo design
Job Description: We are an emerging direct-to-consumer (D2C) eCommerce company, As we are in the process of launching our brand, we are seeking a talented and creative graphic designer with a strong portfolio in brand identity and logo design to create a cohesive and compelling brand identity that reflects our values and mission. What We Need: The ideal candidate will be responsible for developing a complete brand identity package that resonates with our target audience and stands out in the crowded eCommerce space. This package should include but not be limited to: A unique and memorable logo design Color palette that reflects our brand’s personality and values Typography guidelines Branding elements and graphics (icons, patterns, etc.) Brand guidelines document that consolidates all brand elements Packaging design concepts (optional, but preferred) Website design elements (headers, banners, etc.; actual web development not required, but design elements should be ready for implementation) Responsibilities: Conduct a brief market and competitor analysis to ensure our brand stands out Collaborate with our team to understand our brand values, mission, and target audience Develop a unique logo and visual identity that can be consistently applied across various media Provide creative direction for our brand’s digital presence, including website and social media platforms Deliver a comprehensive brand guidelines document to ensure consistency in all future brand materials Skills and Qualifications: Proven experience in brand identity and logo design, specifically for D2C eCommerce brands A strong portfolio showcasing creative and effective branding projects Proficiency in graphic design software (e.g., Adobe Creative Suite) Excellent communication skills and the ability to work collaboratively with our team Knowledge of current design trends and an understanding of brand strategy Ability to deliver high-quality work within tight deadlines Project Deliverables: Logo design (multiple concepts and revisions) Complete brand identity package (color palette, typography, branding elements) Brand guidelines document Additional design elements for packaging and website (if applicable) Project Timeline: We are looking to have the initial concepts within 2-3 weeks, with the final brand identity package completed within a month Budget: Please provide your proposal with a breakdown of costs for the complete brand identity package. We are looking for quality and value and are willing to negotiate based on skills and experience.
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Expert Data Scientist in Unsupervised Fraud/Outlier Detection
Position: Expert Data Scientist Specialization: Unsupervised Fraud Detection/Outlier Detection Type: Part-time that may become full-time(minimum 20 hours/week) Please find here a blog that is an introductory to the challenge that we're handling with: https://medium.com/dataman-in-ai/2-features-for-healthcare-fraud-waste-and-abuse-7c262ac59859 ** The project has already commenced. The data scientist must be prepared to join our team and possess skills in rapid learning, agility, and experience. Company Overview: Our company is a cutting-edge insurtech-healthtech company that is revolutionizing the way of finding frauds and diagnosis. We are dedicated to leveraging advanced machine learning, deep learning, and artificial intelligence techniques to solve complex problems in insurtech-healthtech. As we continue to grow, we are seeking a talented and experienced ML/DL/AI Expert Data Scientist to join our team and play a pivotal role in enhancing our fraud detection and outlier detection capabilities. An example of this project can be - If we have 3 cases where Chest X-RAY (medical test) was ordered - in the first, patient has infection and fever and Chest X-RAY was ordered. In the second case, a procedure was scheduled to a patient and Chest X-RAY was ordered. In the third case, a patient came to the hospital with a broken leg, and Chest X-RAY was ordered. The third case is an outlier, because a broken leg and Chest X-RAY are not related. We need to flag on the third case, and specifically on the Chest X-RAY. About the data - structured dataset consists majorly Boolean features of medical conditions, medical history, medical test, demographics, financial. Role and Responsibilities: As an ML/DL/AI Expert Data Scientist specializing in Fraud Detection/Outlier Detection, you will be responsible for: Model Development: Design, develop, and implement models, etc. for fraud detection and outlier detection. Feature Engineering: Wise Feature Engineering to add to our working pipeline, we would like to add a couple of additional features, add additional model that will cover some other angels, for example, similarity model (Spectral/Contextual Clustering), and time series analysis model, and plug them into our current processes. Learning Event Sequences: Utilize your expertise in handling learning event sequences and similarities to build models that can effectively capture and analyze sequential data patterns for fraud detection. Collaboration: Collaborate with cross-functional teams including data engineers, domain experts, and software developers to integrate the developed models into our existing systems and applications. Contribute to a cohesive team environment that fosters knowledge sharing and innovation. ** It is not anomaly detection, it is fraud detection. Qualifications: - Proven experience (at least 3 years) working on fraud detection and/or outlier detection projects, Python and Data Science. - Strong background in Feature Engineering, handling imbalanced datasets and designing solutions to address data class imbalance. - Proficiency in programming languages such as Python, ML - Experience in analyzing and interpreting complex learning event sequences for fraud detection purposes. - Exceptional ability to communicate complex technical concepts to both technical and non-technical stakeholders. - Prior experience with insurance and/or healthcare data is a significant advantage. - Strong problem-solving skills and the ability to work independently in a dynamic environment. Benefits: Opportunity to work on cutting-edge projects that have a meaningful impact on healthcare. Collaborative and innovative work culture that values learning and growth. Access to the latest tools, resources, and research in the field of ML/DL/AI. If you're a passionate and experienced ML/DL/AI Expert with a focus and experience with Fraud Detection/Outlier Detection and are excited about contributing to the growth and success of our Company, we encourage you to apply. Join us in our mission to revolutionize healthcare through advanced data science and AI techniques.
Zero Day Dwell Time - Threat Analysis in 2023
Project Title: Analysis of Zero-Day Threats in 2023: Discovery, Response, and Patch Implementation Abstract: Zero-day threats represent a significant challenge in cybersecurity, exploiting unknown vulnerabilities in software or hardware before vendors/developers are aware of the vulnerability and can issue a patch. This research aims to provide a comprehensive report on zero-day threats identified in 2023, focusing on three critical areas: 1. The number of zero-day vulnerabilities discovered in 2023 overall, 2. The duration these vulnerabilities remained active before they were discovered (essentially, the DWELL TIME afforded to the attackers before the exploits/vulnerabilities being used were known to the wider industry) 3. How long from their discovery by industry was it until patches were developed, and what was the average time organizations took to implement these patches? By leveraging data from cybersecurity databases, industry reports, and direct responses from organizations, this paper seeks to offer valuable insights into the current state of cybersecurity readiness and the effectiveness of response strategies against zero-day threats. Rationale: Understanding the lifecycle of zero-day threats from when they were first exploited by attackers (ZERO DAY DWELL TIME) to vendor/developer discovery of those vulnerabilities and then to patch implementation will be a key piece of industry research to better serve risk management outcomes and board level decisions in this field. Objectives: 1. Quantify the number of zero-day threats identified in 2023. 2. Analyze the timeline from when those zero days were being exploited to the vendor/developer discovery of the zero-day vulnerabilities to the development and release of patches by vendors/developers. Extrapolate the averages from all data gathered. 3. Evaluate the patch adoption rate for those zero-day exploit patches among organizations. Methodology: Data Collection: Utilize open-source intelligence (OSINT), cybersecurity databases (e.g., CVE databases, Mandiant, etc.), and surveys targeting IT security professionals to gather data. Analysis: Employ quantitative methods to assess zero-day threats' frequency and response times. Statistical tools will be used to analyze the data, identifying patterns and trends. Industry Consultation: Engage with cybersecurity reports and OSINT to validate findings. Expected Findings: A detailed enumeration of zero-day threats discovered in 2023, categorized by industry, software, and severity. Insights into the average duration vulnerabilities were likely exploited before their discovery and then the length of time they remained unpatched, highlighting areas of concern and sectors most at risk. Significance: This research should offer valuable benchmarks for cybersecurity professionals and organizations, facilitating a better understanding of current zero-day threat statistics and presenting detection and response efficiencies. It aims to contribute to strategic planning, resource allocation, and the development of policies that enhance organisations' cybersecurity posture against zero-day threats. Conclusion: The study will conclude with averages for all data found in each key area. It will also suggest areas for further research, potentially paving the way for more resilient cybersecurity frameworks.
CCTV data analysis with facial recognition
Hi, I am looking for a freelancer who can design the complete software for analysis of CCTV data. Using facial recognition we should be able to find out when the person has entered or left. In case he is in the office/ factory, where the person is currently. If he is supposed to sit on a machine and do work and leaves the places, then where he is. All such alerts along with video links need to go the the phone numbers .