Review of financial statement analysis jobs

I'm in need of a proficient Data Analyst to tackle several tasks on a small dataset (<10,000 records) that consists of categorical information. Your role will encompass: - Cleaning and preprocessing the data to ensure it’s analysis-ready. - Creating intuitive visualizations and comprehensive reports to summarize data findings. - Performing accurate statistical analysis on the preprocessed data for deeper insights. The ideal candidate for this job should have impeccable experience handling categorical data, performing data cleaning, visualization and reporting as well as statistical analysis. Your ability to communicate complex data in a clear, concise manner will be paramount. I look forward to receiving detailed and informed proposals fro...

I'm in need of an experienced professional to critically assess and review the design and user interface of my product. The review needs to be delivered in a timely manner, within a month from the beginning of the project. Key Responsibilities: - Thoroughly evaluate the product's design and user interface - Identify areas for improvement - Provide specific, actionable recommendations Ideal Candidate: - Previous experience and a strong portfolio in product design and user interface assessment - Excellent analytical skills to identify problems and suggest solutions - Strong communication skills to clearly present findings Please note that the review will need to be actionable and help improve the product's user experience.

...experience for both employees and management. Key Requirements: - Contact Management: The CRM/ERP should allow the easy storage and management of all our business contacts. - Sales Pipeline: We need a comprehensive sales pipeline integrated into the system to effectively track and manage our sales processes. - Purchase Orders: The system should allow for the easy creation and tracking of purchase orders. - Live Chat: There should be a live chat feature for internal communication within the company. - Financial Management: The system must be perfect for managing payments and expenses, providing an efficient way to monitor and control the financial health of the business. - Reporting System: A complete report system is essential. This should be designe...

I'm in need of a creative designer to help me put together a striking End of Financial Year flyer. The main aim of this flyer is to promote special discounts. Key requirements and expectations: - The flyer should be designed for digital distribution, in PDF and JPEG formats. - It should have a perfect blend of specific product images and generic thematic visuals to create an engaging and appealing design. Ideal Skills: - Proficiency in graphic design - Experience in creating engaging and effective promotional materials - Ability to balance product imagery with thematic, brand-appropriate visuals Your task will be to create a design that not only catches the eye but also effectively communicates our end of financial year discoun...

...details are typed into the email address field. Create and configure email templates for common communications. Contact Management: Import and manage a large contact list (approx. [specify number]) within ClickUp. Ensure synchronization of the contact list with external sources if needed. Checklists and Task Management: Organize and automate around 20-25 checklists with varying numbers of tasks. Set up dependencies and automate the flow of tasks within these checklists, ensuring that changes in due dates propagate through related tasks. Workflow Optimization: Review and improve existing workflows or create new workflows from scratch. Implement preferred workflow management methodologies (e.g., Agile, Kanban). Invoicing Automation: Set up and configure a link ...

I'm seeking an experienced architect with a passion for modern design to construct a two-story home with three bedrooms. One unique aspect of this project is the inclusion of a home office. Key Requirements: - Expertise in modern home design - Experience with two-story residential architecture - Can implement a functional and aesthetically pleasing home office The perfect candidate for this job of mine will be someone with a creative touch who appreciates modern aesthetics and can bring my vision to life. Your bid should include the total costs for designs. Please have a portfolio of your past modern-design projects ready for review. Looking forward to seeing some amazing concepts!

I'm in need of a skilled developer who can create a sophisticated SERP analysis tool specifically for Google. - Your main task will be to develop a tool that can accurately analyze Google's search engine results pages (SERPs). - I'm looking for someone who has experience in developing software that can parse and interpret SERP data effectively. - While I'm not looking for a full suite of features, ensuring that the tool can provide a comprehensive SERP analysis is crucial. - The tool should be user-friendly, intuitive, and capable of generating clear and concise reports based on the analysis conducted. Given the nature of the project, expertise in web scraping and data analysis would be highly beneficial. Fa...

I'm seeking a skilled professional to create a comprehensive loan statement on an Excel spreadsheet. Key Project Details: - I need all transactions included in the statement, ensuring the document is fully up-to-date. - The statement should not only present the transactions but should also include complex calculations such as interests, balances, etc. - As I'm looking for this as a one-time service, the statement should be designed to be updated annually. Ideal Skills: - Proficiency in Excel is a must; the ability to handle complex calculations is highly preferred. - Previous experience in creating and maintaining financial spreadsheets, particularly loan statements, is a significant advantage. - Attention to detail is crucial to ensure all t...

take the previous job frame , add the new components, adapt for them to be supported. show any new parts on drawing pages and different colour. do analysis to proove the layout is ok. load safety factor x 1.5

Hi , i have created a draft for a capability statement for the company. Can you please create a design document with our colour scheme and make it look good for us please

The objective of this project is to address issues related to Facebook login functionality within our iOS mobile application. Currently, users are experiencing difficulties logging in via Facebook authentication. The project involves diagnosing the root cause of the problem and implementing necessary fixes to ensure seamless and reliable Facebook login experience for users. Key Tasks: Diagnosis of Existing Issues: Conduct thorough testing and analysis to identify the specific issues causing the Facebook login failure on the iOS app. Review Facebook SDK Integration: Evaluate the integration of Facebook SDK within the iOS app to ensure compliance with the latest SDK version and best practices. Address Authentication Errors: Implement necessary ...

...proficient Java coder who can design and implement a code that will graphically visualize the Critical Path Method (CPM) and Program Evaluation and Review Technique (PERT) networks in project management. Requested to implement a program in Java programming language and graphically visualize the network/graph generated as a result of executing the Critical Path Method (CPM) and Program Evaluation and Review Technique (PERT) in Project Management. Key functionalities include: - Generating CPM network - Generating PERT network - Graphically visualizing CPM network - Graphically visualizing PERT network The code should be designed to take input of project tasks, duration and their dependencies, creating a detailed and clear diagrammatic network. Skills and...

As an academic working on philosophy, I'm currently in need of assistance with content review and organization. The ideal person for this role should be proficient in: - Writing and editing: Strong competency in effectively conveying complex philosophy concepts is essential. Familiarity with academic writing and the ability to provide clear, concise feedback are critical. - Content review and organization: Ability to assess existing work for clarity, cohesiveness, and logical flow. Must be efficient in identifying gaps, inconsistencies, or redundancies and providing strategies to rectify them. Your expertise in philosophy would be highly appreciated, particularly when it comes to reviewing and organizing content to ensure it presents well-reasoned arguments and...

I am in need of a skilled professional who can perform a wobble broaching analysis for a specific rectangular object. The primary purpose of this task is to calculate the change in area and volume for this object. Key Requirements: - Expertise in wobble broaching analysis - Proficiency in calculating changes in area and volume - Experience with analyzing rectangular objects Your main task will be to assess the rectangular object and provide a detailed report on the changes in its area and volume. The analysis should be accurate and precise, providing insights that can inform our manufacturing processes and product quality going forward.

I'm seeking a proficient digital marketing specialist focusing ...purchases - Monitoring campaign performance and making data-driven adjustments to optimize results - Demonstrating a proven track record of successfully boosting product sales through digital and email marketing Ideal candidates will have: - Extensive experience in B2C digital marketing - Proven expertise in creating effective email marketing campaigns - A strong background in data analysis and campaign optimization - Excellent communication skills to convey the product's unique selling points to the target audience - Ability to work independently and drive results in a deadline-driven environment If you're a digital marketing expert with a successful history of driving product sales in ...

I'm seeking a professional who can assist me with populating a Google Sheets spreadsheet with text data from existing databases. This is for the purpose of conducting detailed data analysis. Key Responsibilities: - Locate and extract image links from existing databases - Ensure accurate and error-free input into the Google Sheets - Paste the image links into the right product row Ideal Skills and Experience: - Proficient in using Google Sheets and extracting data from databases - Strong attention to detail to ensure data accuracy - Familiarity with data analysis techniques is a plus - Ability to organize and structure data effectively for analytical purposes I'm looking for someone who can work efficiently and provide high-quality results.

...California, is looking to offload high-ticket sales of our custom music production service offerings (to serious artists looking to take their careers to the next level) to an experienced individual or team of high-ticket closers. Because their business does not solely focus on a single revenue stream, they cannot adapt the traditional sales funnel model from their homepage. Instead, their main website () segments the appropriate content based on the audience type. ___________________________________________ Their website visitor profiles are as follows: (1) Artists / Vocalists / Singer-Songwriters looking for exclusive licensing of high-quality custom instrumentals (either for an Single track, EP of 5 - 7 tracks, or LP of 10 - 14 tracks). This ...

...each subscription corresponds to a single school with its own set of locations, teachers, and resources. Role-based access control: Admin Role: Full access to manage the school, including locations, teachers, classes, and schedules. Manager Role: Limited access to manage specific aspects of the school (e.g., only certain locations or only scheduling). Teacher Management Teacher Data Upload: Module to add and update teacher information, including: First and last name Email Phone number Subjects taught (both theoretical and practical) Hourly and daily availability Locations where the teacher is available to teach Intuitive interface for quick data entry with the ability to import data from CSV or Excel files. Tabular view of teachers with search and filter functional...

I'm looking for a sales expert that can generate leads and sell an online course on money-making strategies. The course is designed for 18-35 year olds aspiring to achieve financial independence. Key Responsibilities: - Develop a comprehensive sales strategy to effectively market the online course - Utilize your expertise to reach and engage with the target audience - Maximize sales Ideal Skills: - Proven track record in sales, preferably in the online course industry - Familiarity with the target audience and their online behavior - Strong communication and persuasion skills - Understanding of online marketing tools and techniques - Ability to work independently You will be provided with personal discount codes, so that you can persuade customers to purchase this p...

I'm seeking a dependable freelancer for a weekly web data extraction task. The primary purpose of this extraction is for market research analysis. Key Responsibilities: - Conduct weekly web data extraction for market research purposes - Deliver the extracted data in an Excel spreadsheet format Ideal Skills and Experience: - Proficiency in web scraping and data extraction - Previous experience with market research data - Strong attention to detail and reliable turnaround time

...itinerary designed to maximize your travel experience. This will include a mix of relaxation and adventure, tailored to your preferences. 2. Destination Research and Analysis: • Comprehensive research on potential destinations, evaluating factors such as cost, tourist density, safety, and unique attractions. My goal is to recommend places that offer a perfect balance of relaxation and discovery. 3. Accommodation and Dining Recommendations: • Curated suggestions for accommodations ranging from luxury resorts to cozy boutique hotels, ensuring comfort and quality. Additionally, I will provide a list of recommended restaurants that offer a taste of local cuisine and culture. 4. Activity Suggestions: • A diverse selection of acti...

I'm in need of an experienced mechanical engineer with expertise in Finite Element Analysis (FEA) to perform structural analysis on frames and plates made of metals. This is specifically on 3D Models of Material Handling Attachments such as pallet forks and lifting jibs etc. Lifting Attachments must be engineered and approved before proceeding into manufacturing. Key requirements and tasks: - Conducting in-depth structural analysis on metal frames and plates to ensure durability and safety in my design. - Using FEA software to simulate stress distribution, deformation, and other relevant factors. - Providing detailed reports on the analysis results, including insights and recommendations for potential design improvements. Ideal skill...

I need a professional to create financial statements for my website in real-time. This should be presented in an interactive web dashboard. The ideal candidate should have experience in: - Financial statement preparation - Web development (dashboard creation) - Data visualization and incorporation of bar charts.

Please Sign Up or Login to see details.

I need an iOS educational application developed. The core objective of this app is to facilitate better learning and task management. Key requirements and experience needed: Key Requirements: - Strong proficiency in iOS development - Prior experience in educational apps is preferred - Task management functionality within the app - Intuitive UI/UX design that caters to all age groups - Must follow Apple's App Store review guidelines Ideal Experience: - iOS app development - Integrated task management system - Building educational apps - Expertise in UI/UX design Creating a seamless and impactful learning experience is the ultimate goal of this project. The goal of the app is to bring small business together with investors to see how investors can improve...

...amount of survey data, all neatly organized in a spreadsheet. I am looking for a professional with experience in descriptive statistical analysis to help me make sense of it. Key requirements are as follows: - Expertise in descriptive statistical analysis: You should be able to generate valuable insights from the data and present it in a clear and comprehensive manner. - Proficiency in working with survey data: You will be dealing with survey data, so experience in this particular field is highly preferred. - Familiarity with spreadsheet software: The data is in a spreadsheet format, so proficiency in software like Excel or Google Sheets is a must. Your primary objective will be to provide a detailed description of the data which includes calculati...

...within the healthcare field. The ideal candidate will assist in the preparation, review, and submission of research manuscripts to peer-reviewed journals. This role requires a deep understanding of healthcare research methodologies, publication standards, and the overall publication process. Responsibilities: Assist in the drafting and editing of research manuscripts Ensure manuscripts meet the submission guidelines of targeted journals Conduct thorough literature reviews and reference management Collaborate with researchers to enhance the quality and clarity of manuscripts Manage the submission process, including addressing reviewers' comments and making necessary revisions Maintain up-to-date knowledge of publication trends and s...

...looking for a comprehensive analysis of the influence of Mongols on Anatolian trade. The project will require a keen focus on the following areas: - **Trade Routes:** I seek a detailed exploration of how Mongol rule affected the established trade routes in Anatolia, specifically focusing on the Silk Road, Mediterranean trade, and the local markets. - **Trade Volume:** I'm interested in understanding how the Mongols influenced the volume of trade in Anatolia. This analysis should be supported by evidence and data. - **Karavansaray Development:** Investigate how the establishment of Karavansarays (inns for travelers) under Mongol rule impacted the trading networks in Anatolia. - **Black Sea Trade Expansion:** Delve into the effec...

I'm seeking an experienced financial analyst to conduct a detailed comparison of the long-term wealth accumulation of purchasing a home with a mortgage vs continuing to rent. Key Components: - Assess potential financial outcomes of both renting and purchasing a home - Focus on long-term wealth accumulation - Take into account anticipated changes in property value over time Ideal skills and experience: - Proven experience in financial analysis, specifically around real estate - Familiarity with property market variables and predictions - Ability to present data in a comprehensive yet understandable manner.

Russian Recording Project Note : We need Native Russian speakers for long term project. We have a project, that needs Native Russian speakers, we will give you the text, and you need to record 626 Short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place wit...626 Short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place without loud background noise. and without echo. 2. Each person is $14 dollar for 626 sentences record. If you are interested please let me know sure.I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of...

I need a very comprehensive method statement for a 155m2 construction project. I'll provide a sample, and you need to make sure the statement is detailed and well-structured. Key Requirements: - The method statement should be in a Word Document format. - It needs to cover all aspects of the project, with particular focus on the Excavation, Structural, and Finishing phases. Ideal Experience and Skills: - Previous experience in creating detailed method statements for construction projects. - Strong understanding of construction processes and terminology. - Proficiency in writing comprehensive content in a clear and structured manner. - Attention to detail is critical to ensure no steps are overlooked. Contact me for more details

I'm in need of a skilled engineer specialized in load structural calculations and wind assessment. The project involves a rural single-family home in the US. Key Responsibilities: - Conducting load structural calculations for a single-family home in a rural area - Carrying out a comprehensive wind analysis specific to the location of the project Ideal Candidate: - Professional engineer with expertise in structural engineering - Proficient in performing load calculations for residential structures - Capable of conducting wind assessments for rural settings - Previous experience with similar residential projects in the US is a plus Your work will be crucial for ensuring the safety, stability, and resilience of the single-family home. A keen eye for...

...developer to create a game review website. This platform is intended to cater to two distinct user roles: moderators (who also function as admins) and regular users. Moderator/Admin User Features: - User Management: Ability to manage the users on the platform - Review Management: The capability to oversee and moderate game reviews - Dashboard: An intuitive, easy-to-use dashboard to help keep track of the website's activity and health Normal User Features: - Post Reviews: Simple, user-friendly functionality for posting reviews of games - Read Reviews: Easy access to other users' reviews of various games - User Profile: An individual profile for each user, where they can manage their reviews, profile information, and settings Game Review...

I'm currently facing an issue with visible large patches of mold growing on the walls of my basement. The mold presence is indicated by distinctive characteristics like: - Large patches of mold on the walls (see attached pics) - No present musty odor or allergic symptoms The freelancer I'm seeking should ideally to: - Be able to find out the source of mold on-site - have extensive experience in mold investigation and remediation - have skills to propose effective mold removal and preventive measures Your role would include an analysis of the mold type, determination of the cause, and proposing a viable solution for complete mold remediation. Your skill in this profession will ensure the health and safety of my home enviro...

I'm in need of a Python Jupyter expert who can support me in the development of a machine learning model. Here are the specifics: - **Task**: The primary task revolves around machine learning, specifically model development. - **Current Project Stage**: The project is currently focused on model development, so we've already completed the data collection phase. - **Model Type**: The model type we're focusing on is classification. Ideal candidates should have solid experience in machine learning, particularly in classification models. Expertise with Python and Jupyter is also a must. If you have a good handle on data analysis and statistics, that would be a huge plus.

I'm seeki...system should specifically focus on collecting the business ratings of security installation services available on Google. Data Points: The key data points that need to be collected include each business's overall rating and star reviews listed on Google SERPs. for Ideal Candidate: - Proficient in Web Scraping: Experience extracting and aggregating data from websites is essential. - Familiar with Google API: Knowledge of Google's API for harvesting ratings and review stars would be a plus. - Data Analytics Skills: Ability to process and analyze large amounts of data efficiently. - Rich Results and Schema Markup Please provide examples of similar projects you've worked on, and a brief explanation of the method yo...

Spanish Recording Project We have a project, that needs Native Spanish speakers, we will give you the text, and you need to record 620 short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place without loud background noise. and without an echo. 2. Each person...loud background noise. and without an echo. 2. Each person Price is 10$ for 620 short sentences record. Every sentences is 2 word. 3. It will take time to finished 40-50 mins only. 4. Payment after recording check. It will take time to received result 1-2 weeks. If you are interested please let me know sure. I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of ...

Please note, you must be located in one of these 17 U.S. states to qualify to be hired: either AZ, AR, CO, ID, ME, MA, MN, MT, NE, NH, NJ, NM, NY, OH, OR, TX or WV. We are looking for a skilled Mobile App Teardown Expert to analyze, deconstruct and write a review of one specific mobile app in the games category. As a Teardown Expert, you (as a first time user) will be responsible for dissecting the functionality, UI/UX, features and registration/payments process of the app. This role requires being comfortable and proficient in documenting, writing about and capturing static screenshots (bonus points for video) of the app to present to a product team. Skills required: - Knowledge of the mobile app space (games category) - Excellent communicati...

...will include: - Development and management of Financial and Property performance reports on a monthly basis. - Incorporation of specifics such as Revenue and Expenses, Occupancy rates, and Maintenance costs within the reports. Ideal candidates should possess a comprehensive understanding of Financial reporting and Property Management KPIs. Prior experience with AppFolio's Report Builder and analytical proficiency is required. Demonstrated experience with the integration of Revenue and Expenses, Occupancy Rates and Maintenance costs into customizable reports is a must. Your ability to deliver such reports monthly will be a key performance indicator for this project. Your expertise will be indispensable in aiding my business to analyze it...

Russian Recording Project Note : We need Native Russian speakers for long term project. We have a project, that needs Native Russian speakers, we will give you the text, and you need to record 626 Short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place wit...626 Short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place without loud background noise. and without echo. 2. Each person is $14 dollar for 626 sentences record. If you are interested please let me know sure.I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of...

I need a comprehensive research survey designed specifically to collect data on consumer demographics, with a focus on the age and gender of the consumers. This information is vital for my forthcoming analysis. Ideal Skills & Experience: - Expertise in consumer demographic research - Proven experience in designing and implementing surveys - Proficiency in collecting, synthesizing, and interpreting demographic data - Knowledgeable about age and gender group categorization - High level of accuracy and attention to detail. Your job will be to design a survey that accurately collects this data in an efficient and non-biased manner. Your experience with demographic data and survey design will be invaluable for this project.

I am in need of a system to automate my Instagram cold outreach process. The main task to automate is finding potential leads. The system should ideally be able to identify potential leads based on the following criteria: - User interactions with specific posts - The follower count of Instagram accounts - The presence of specific hashtags or information in bio I am primarily looking for someone with extensive experience in social media automation, Instagram algorithms, and data analysis. Excellent coding skills would be beneficial. If you possess these skills and can help streamline my cold outreach process, please apply.

...equipped with expertise in econometrics. The goal of the project is to prepare an in-depth mini-paper analysing the effect of Italy's government expenditure on its economic growth from 2002 to 2022. I'm attaching an example for clear understanding. The job will entail: - Data Preparation: Use R Programming to prepare tables and plots utilizing sales, customer, and inventory datasets. - Econometric Analysis: Focusing on the impact of government spending on Italy's economic progress within the stipulated time frame. - Insightful Report: Conclude with a comprehensive report discussing findings and implications within the economic outlook. Ideal Skills: - Proficiency in R Programming - Strong understanding of Econometrics - Experience in...

I'm looking for a talented Excel expert who can create a highly interactive and visually appealing budget analysis dynamic dashboard. - Highly Interactive Dashboard: Develop a dashboard that allows users to interact seamlessly with the data. This includes the ability to navigate between different views, select specific time periods, and drill down into detailed information. - Visual Appeal: Design visually appealing charts, graphs, and tables that effectively communicate key financial metrics. Utilize color schemes, fonts, and layout techniques to enhance readability and engagement. - Monthly and YTD Sheets: Incorporate tables of accounts for 12 months and year-to-date (YTD) sheets into the dashboard. Ensure that data from these sheets can be easily accessed an...

I'm in need of a 6-page catalog design that will serve as a showcase for our outdoor product line. We will change this catalog brand name to "Pacific Crest" instead of Ledge. The catalog will be distributed both in print and online, so it needs to be versatile and visually appealing in both formats. I will also need hangtag of the same information to attach Contest for initial 2 page design. Remaining catalog to be paid per hour. Please see drop box link for 1. Previous catalog for your review of style and typical layout - dropbox 2. New sleeping bag images.

I'm in need of an expert in quantitative data analysis, ideally with experience in academic research, to add discussion to interviews themes which is already generated by Nvivo program Your responsibilities will include: - add discussion to the interviews themes - discuss each theme with making argument by adding participants citation about each them - modify findings chapter accordingly if needed - modify conclusion chapter if needed Skills and experience needed: - Proficient in quantitative data analysis - Experiences in academic research - Detail-oriented and accurate in data interpretation - Converting raw data into understandable conclusion - Expert in interpretation quantitative data - familiar with Nvivo interpretation

...throughout. Scope of Work: Layout and Formatting Adjustments: Ensure uniform font type and size across the entire document. Preferred font: Times New Roman, 12 pt for text and 14 pt for headings. Adjust paragraph alignment, spacing, and indentation for a clean and professional look. Implement consistent heading styles to differentiate sections clearly (Heading 1 for section titles, Heading 2 for sub-sections, etc.). Header and Footer Configuration: Set up a dynamic header on each page using a table format to include: Section number and title. Document revision number and effective date. Ensure headers are accurately reflected and are consistent on every page. Include a footer with the page number, centered at the bottom of each page. Table of Revisions: Correct...

In this project, I am seeking a professional to inspect and review the current state of a townhome community gutters and downspouts. This inspection is primarily to: - Determine any needs for repairs or replacements. - Evaluate and propose improvements to increase water flow efficiency. Despite the gutters and downspouts appearing in excellent condition, I believe there is room for improvement to make the water drainage system work more efficiently. Here, the aim is not to maintain aesthetics, but more importantly, to ensure the overall efficiency of water flow. Currently, more than a gentle rain causes water to over-run the gutters, making front doors unusable. Ideal Experience and Skills: - Expertise in gutter and downspout inspection and maintenance. - Proficie...

I need a detailed analysis on a provided case study which includes identifying key hiring trends. Skilled data analysts who are able to analyze, interpret and glean strategic insights from such studies are welcome. What you're expected to deliver: - Detailed report on skills in demand based on the case study - Breakdown of hiring sources - Evaluation of job market competitiveness Ideal skills for this task: - Proficient in data analysis and interpretation - Experience analyzing hiring trends - Exceptional report writing and presentation - Understanding of job market competitiveness and hiring sources. Your analysis will play a critical role in informing our hiring strategy. Let me know if you have any clarifying questions.