Stock price prediction using machine learning jobs

I'm looking for a seasoned UI/UX designer to create intuitive and functional admin and supplier dashboards for my e-commerce application. Admin Dashboard: - Sales Analytics: I need visually appealing and insightful integration that can facilitate the comprehension of sales trends. - Inventory Management: Permit easy tracking of in-stock products, ones to be restocked, and comprehend current trade flows. - User Management: The dashboard should provide mechanisms for managing customer and employee accounts seamlessly. Supplier Dashboard: - Product Management: Suppliers should be capable of adding, editing, or removing their products effortlessly. - Order Management: An efficient way for managing orders, cancellations, returns, and exchanges. - Payment Tracking: A feature to t...

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I need a Python code that can detect and count objects on the ground. Key requirements include: - Detecting and counting objects on the ground, concept similar to crowd counting. - Providing a reliable count in, as well as evaluation. Deep learning based counting would be helpful. Ideal freelancer for this project should have: - Proficiency in Python - Experience with object detection algorithms - Knowledge of crowd-based counting systems

I need an experienced data scraper to extract specific financial information from the NASDAQ and HKEX stock markets. Your task will be to focus on: - Stock prices - Company financials - Last 5 Years ROE - Last 5 Years EPS - NAV - P/E Ratio - P/B Ratio -Net Cash Flow Other economic indicators(US & HK) -Interest rate -Unemployment rate -Inflation rate The ideal freelancer for this job should have experience in data scraping and familiarity with financial data. The requirements involve pulling data from the past five years. All data should be delivered in a CSV file format. The ability to achieve high-accuracy and precision in data extraction is critical for this role.

I am a beginning Go High Level user in need of an expert to guide me in Automation setup, Sales funnel design, and CRM management th...design within the platform, including the sequencing and layout, to enhance user experience and drive conversions. - Enhance my skill in CRM management using Go High Level, such as effective lead tracking, customer interaction, and data management to maximize the platform's capabilities. Ideal candidates will have: - Demonstrable expertise and experience using Go High Level, ideally in a teaching or mentoring capacity. - Strong communication skills to effectively convey complex concepts and instructions remotely. - A methodical and patient approach to teaching, ensuring I can grasp the nuances of the platform's features. Looking fo...

...English learning platform using Moodle, and while the foundation is solid, there's significant room for enhancement to create a seamless learning experience. We're seeking a skilled freelancer to customize and optimize our platform to leverage its full potential and provide an enriching learning environment for students, teachers, and administrators alike. Project Objectives: 1. Visual and Functional Customization: - Customize the platform's template for enhanced visual appeal and intuitive navigation. - Ensure seamless usability for administrators, teachers, and students. 2. Online Testing Integration: - Implement online testing functionalities to accurately assess learners' current English proficiency levels. 3. Course and T...

I'm looking to set up a minimalist and simple WP Easycart for my e-...the following features: - Product Catalog: I have about 20 products that need to be migrated to the new Easycart. - Shopping Cart Functionality: The system should have a seamless shopping cart experience for users. - Payment Gateway Integration: I need assistance with integrating a payment gateway to ensure secure and efficient transactions. I plan to manage the inventory by manually updating stock levels. Ideal skills and experience for this job include: - Proficiency in WordPress and WP Easycart setup. - Experience in designing minimalist and simple e-commerce stores. - Prior experience in integrating payment gateways. - Good communication skills to understand my requirements and deliver a solution that...

I am in need of a skilled Python expert to transform a raw excel report into a final template version of excel. The project requires two main tasks: Formatting and re-arranging of columns along with calculation updates for one column. Key Points; - Need 3 open reports to pull the information and split the reports at the end. - Formatting Changes: The report needs specific columns to have pre-defined blank values for certain columns: Col B, E, J, R, W, AB, AE, AJ, AV, BG, BI, BJ, BQ, BU, BV, BW, BX, BY, BZ. - Calculation Updates: The calculation layer within the excel report needs to be updated and finalized. The ideal freelancer for this project should have a profound understanding of Python and extensive experience in manipulating and formatting excel reports. I am looking for someone ...

I'm in need of an engaging and interactive discussion board presentation that lasts around 10 minutes. This has to be suitable for a group of adult learners. Key Requirements: - The content should be educational in nature. You'...nature. You'll be sharing valuable information that's both interesting and enlightening. - The presentation format I'm looking for is interactive workshops. This means that you'll need to include elements that encourage participation and discussion from the audience. Ideal Skills and Experience: - Prior experience in creating and delivering educational content. - Strong understanding of adult learning principles. - Proficiency in designing and executing interactive workshops. - Excellent communication skills and ability to pr...

I have a aws cdk build project and need to set it up with Jenkins build so it should be deployed with Jenkins CI/CD build pipeline. so you need to guide me steps where to put cdk build project (i.e cdk deploy ) in stages

I'm looking for a competent web developer who is experienced with Odoo website builder to help me create 20 informational websites for various products. The main aim of these websites is to provide detailed information about each product. Key Requirements: - Development of 20 informational websites using Odoo website builder - Each website should be visually appealing and easy to navigate - The sites should be optimized for SEO to ensure they rank well in search engines - Integration of any necessary plugins or modules to enhance functionality - The completion of the project within a month Ideal candidate: - Extensive experience working with Odoo and its website builder - Proven track record of delivering high-quality, professional websites - Strong understanding of SEO best ...

I'm in need of a skilled individual to help me with the installation of MongoDB on my Windows machine. Key Requirements: - Experience with MongoDB installation on Windows - Installing MongoDB for both development and production use - Comfortable with integrating MongoDB with web and mobile applications - Ability to provide guidance for optimal performance and security Your expertise and guidance will help ensure that the installation is done correctly and efficiently.

I'm looking for an experienced developer to create an e-commerce platform using Spring Boot. Key Requirements: - Full-featured user registration and login functionality - Intuitive product listing and search capabilities - Robust shopping cart and secure checkout process - Development of both the frontend and backend The target audience for the platform is retail customers. Therefore, the design and user interface should be consumer-friendly and engaging. Additionally, the project involves managing IoT devices. This requires a strong understanding of IoT protocols and integration within the platform. Ideal skills and experience include: - Proficiency in Java Spring Boot for backend development - Strong understanding of e-commerce website development - Experience with IoT de...

I need an expert to create a Video for a Facebook ad for an English learning Website. The video will be in Spanish language since the target audience will be Spanish speakers in South America who wish to learn English. I therefore need someone who is a native Spanish speaker (from South America) but who is also proficient in English. I prefer someone currently living in South America. The target platform will be primarily mobile and secondarily laptop users. The video should be a sketch/testimonial of sorts highlighting the effectiveness of the language learning approach taken by the website (see below). Creative, performance, acting, and video producing/editing skills are required. About the website's language learning approach: In order to acquire a new langua...

I'm looking for a social media manager who can dynamically manage my Instagram and Youtube accounts. The principal goal is to drive more website traffic. Key Responsibilities: - Curating and posting a diverse range of content, including promotional posts, industry news, user-generated, blog posts, and courses. - Implement strategies to stimulate...while increasing website traffic. - Monitoring and engaging with followers through the comments or direct messages. Ideal Candidate: - Proven track record of managing Instagram and Youtube profiles. - Excellent skills in creating engaging, promotional and education-focused content. - An innate understanding of User-Generated Content and industry news. - Profound knowledge about the blogging and e-learning industry will be a signifi...

CRM WebApp Project: We need CRM with Wordpress can be Elementor and theme, please see the links, read well, before you bide, make your best offer, I will choose the best offer price and deadline video: Client page: If we enter email or a phone that already exists it show immediately the number of CRM and the lead us to the CRM number CRMxxx We have many Tasks by numbers: T1 …….. To T35 For each task we can set up date, hour and the way to be done, in main page and by email we will receive alert for task that need to be done with number of task, number of CRM (client number) and the way that need to be done (W, Emai, SMS, Tel, Phone call, …). When we set up the task we can see it as the task is SET UP Some of the task must be

I'm looking for a skilled developer to create Python-based modeling and simulation tools for UAV Swarms. Ideal candidates should have experience in Python and Machine Learning, as well as a solid understanding of industrial processes and systems. The tools should ideally offer real-time simulation capabilities, data visualization, and the ability to integrate with relevant software. A formal report of the project is required with the simulation and coding work. You may need to discuss these details with me once we get started on the project.

I'm in need of a highly skilled instructor with advanced accounting knowledge to develop educational video tutorials for m...be on financial accounting topics. Key Responsibilities: - Creating engaging, informative video tutorials - Presenting complex financial accounting concepts in an easily understandable manner Given the nature of this project, it would be ideal if you have: - Advanced knowledge in accounting, specializing in financial accounting - Experience in teaching or tutoring, preferably in creating e-learning content - An ability to simplify complex concepts into digestible content - Proficiency in creating video tutorials, from scripting to presentation. Your insights and expertise will play a key role in helping my audience understand and apply financial accou...

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... - Please give a detailed project proposal outlining per word rate for the specific pair, for: -----General translation -----Technical translation ------Rush orders if there is a price difference and turn around time - Highlight your past work, particularly in legal and technical areas. - Showcase your expertise in the languages stated above. - Be able to provide virtual remote /phone interpreting for the different pairs including technical interpretations This project calls for translators who can accurately convey the meaning of the source text, keeping in mind cultural associations and nuances. ****no machine translations nor google or any other non human translations.*** ****Must be able to provide resumes of all translators that will be part of this on going job with...

I am in search of a seasoned AI developer with expertise in various AI domains. The ideal candidate should have a strong background in: - Natural Language Processing - Machine Learning - Computer Vision I'm also looking for a candidate with a proven track record of working on complex AI projects. Please provide details of your past work and experience in the AI field. A detailed project proposal would be a plus. The project will involve developing a sophisticated AI system, so it's crucial that you are well-versed in the latest AI technologies and methodologies. Feel free to share any specific programming language experience you have, although it's not a prerequisite. Looking forward to receiving your application!

I'm currently using TensorFlow for my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is to significantly impr...

Reinforcement learning (Monte Carlo and Q Learning) for Blackjack in HTML and Javascript

I need a social media expert with profound knowledge in stock market who could distribute information daily on Reddit, Facebook, and Twitter. Key tasks: - Distribute stock news, analysis, and recommendations on a daily basis on aforementioned platforms - Must be up-to-date with what’s happening in stock market and accordingly distribute relevant information - Promptly answer any comments or queries to maintain engagement Ideal freelancer: - Experience with social media management - Basic understanding of stock market terms - Excellent communication skills - Proactive, punctual, and reliable

...an individual who can help disseminate analysis and forecasts about a specific stock on Reddit, primarily targeting individual investors. The information should be legal and compliant, with an emphasis on increasing public interest. Ideal candidates possess: - A firm grasp of Reddit's investor community culture. - Ability to construct competent and engaging market analysis. - Familiarity with individual investors' main concerns and interests. - A deep understanding of legal requirements pertaining to the sharing of stock information online. - Discretion to navigate multiple platforms if Reddit has maximized its engagement. Please note that our focus is solely on analysis and forecasts; company news and stock performance are secondary. Your insight on t...

I'm in need of a detailed-oriented professional who is versed in both web development and social media management. The website is already established, but I will need a lot of further development and enhancement done. This is all surrounding financial content and working with news wire distribution partners and downstream partners. ******* Please make sure you respond with examples of sites you have done that are in this field. Due to the nature of the financial markets, it's very important to us that you have previous experience in this field ******* I will need proper posting of news to the site, preferably fed directly into the site once a news event hits the wire, and site maps that are extremely crawl-able. Quality of work, and functionality in the site's design and o...

I want a python script that will check the balance of my four wallets inj1.... (injective blockchain), cosmos1.... (cosmos blockchain), osmo1.... (osmo blockchain) and juno1.... (juno blockchain) every 5 seconds. And in case the INJ balance increases, ATOM. OSMO or JUNO, then the entire balance will be transferred fully automatically to another wallet inj1...., cosmos1...., osmo1.... and juno1.....

FEATURES /FUNCTIONALITY Web responsive and no app should be required. Site should display correctly on all mobile devices. • Use PH7 Builder, free opensource dating-site software, but only if that makes the project less expensive to develop. I will not be using all available features, but you can see the capabilities and features here: • Implement my custom Algorithm to calculate matches based on selected filters • Require Chat messaging • Modify software to allow user to record audio and send as message or leave as bio • Profile pic can only come from user camera, not gallery or pasting • Require Match alert notifications • User should be able to exclude matches based

I'm eagerly seeking an online tutor with prolific expertise in the NDIVA Omniverse ACE, to guide me, a complete beginner. This task involves: - Developing an easy-to-follow tutorial that is comprehendible for someone without prior knowledge. The tutor should adapt their teaching methods to suit my level of understanding. - The focus will be on N...knowledge and experience in working with NDIVA Omniverse ACE. - Proven experience in online tutoring. - A great communicator, proficient at explaining even the most intricate ideas with simplicity and clarity. - Patient, adaptive and innovative in their teaching methods. I look forward to having comprehensive, interactive lessons orchestrated in a patient and understanding manner. Let's make learning NDIVA Omniverse ACE intere...

I'm looking for a seasoned Excel expert to create a set of macros that can automate my data extraction process. Here's what I need: - Automate data extraction: The primary purpose of these macros is to enable automated data extraction from local files. The data in question is stock market data. The ideal candidate for this project would have: - Proficiency in Excel: You should have a strong grasp of Excel, particularly in designing and implementing macros. - Experience in data extraction: You should have a track record of successfully automating data extraction processes. Looking forward to hearing from you.

I'm seeking a skilled machine learning expert who can train a Convolutional Neural Network (CNN) for object detection, specifically tennis balls. I have my own dataset. This dataset is poor so I will need a skilled expert. I need detections on at least 50% of the frames. Key Responsibilities: - Train the CNN model on object (tennis ball) detection - Fine-tune the model for higher accuracy - Provide the trained CNN Model's code and implementation details

Using PowerPoint or Google Slides, you are to create a presentation appropriate for use with other educators or parents. In this presentation you are to do the following: Identify each student and the issue he or she is facing. You must use the four student profiles provided below. Please DO NOT copy and paste the descriptions provided. Rather, you should explain what you feel are the core issues each face after reading the description. Identify the developmental impact of each issue. How is the issue impacting the student in the classroom? What does the teacher see that is interfering with learning? You will need to include the research that is directly related to the issues and aligned to the developmental goals for the students. For example, you might include a stat...

I'm looking for an experienced inventory associate to help me manage my retail inventory. The system needs to focus on stock level tracking and product categorization, as we have less than 100 products in our inventory. Key Responsibilities: - Develop an efficient inventory management system - Ensure real-time and accurate stock level tracking - Organize products effectively through categorization Ideal Skills: - Proficiency in inventory management software - Strong understanding of stock control methods - Experience in product categorization - Attention to detail and accuracy is crucial, considering the relatively small number of products The project is crucial to our business operations, so I'm looking for someone who can deliver a system that's rel...

I need a skilled professional to enhance my perfume product images with different backgrounds, stock images, and infographics. This will include adding some ingredients the perfume contains to the images and also just change of backgrounds for some images. Key Requirements: - Incorporating different backgrounds and infographics into product images - Adding stock images and ingredient images (fruits, vegetables, and herbs) to the product images - Representing floral, citrus, and woody fragrances in the images Ideal Skills and Experience: - Proficient in Photoshop or other image editing software - Experience with product image enhancement and manipulation - Creative eye for detail and ability to bring out the essence of the product The project requires a freelancer who can n...

I'm seeking an experienced Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data. Key Responsibilities and Requirements: - Enhance existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual wh...

I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

...insights ⚡ Fast, expert research & delivery Order now & unlock cybersecurity knowledge! Tags: cybersecurity, research, CIA, IEEE, analysis, comparison - Identifying potential vulnerabilities in multiple IoT in smart city systems - Analyzing existing cybersecurity measures - Proposing enhanced security solutions The ideal candidate will understand Security Challenges and Privacy Concerns while using IoT in smart cities, their potential vulnerabilities, and possible solutions. Your role would also involve aiding in comparison and assessment of different cybersecurity measures. specific area of IoT: Applications of Internet of Things (IoT) , Guest_Editorial_Special_Issue_on_Empowering_the_Future_Generation_Systems_Opportunities_by_the_Co, Internet of Things (IoT) for Nex...

I am in need of a skilled machine learning specialist to help me with a project involving water clarity. The primary goal is to both track and predict water clarity. This requires a combination of machine learning expertise and the use of optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development...

...or image files into HTML, using the image/PDF as a background. If able to populate the fields with datalabels corresponding to program (OscarEMR) is a bonus. documentation eform generator being used, I would like to automate the process to not have to use the manual generator: Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that need automating are relatively straightforward, including basic types such as text and checkboxes. Ideal Skills: - Proficiency in HTML, Python - Ai/Machine learning - Previous work in automating

I'm in need of an experienced PHP and Wordpress developer to assist with ecommerce website, theme customization, plugin development, and additional tasks relating to Inventory management and Sales tracking. We are embarking on an exciting project to develop an ecommerce website for health products using WordPress, and we need a proficient PHP and WordPress developer who can take on a range of tasks for our ecommerce project. Responsibilities will include: Mastering PHP Coding: Proficiency in PHP coding is essential for customizing and extending WordPress functionality to meet our specific requirements. Customizing WordPress Themes: We require expertise in customizing WordPress themes to ensure they align with our branding and design preferences while maintaining responsive...

I am seeking a competent developer with experience in algorithmic trading. The main aim of this project is to connect a broker API for algo trading in the stock market using Python. The broker API to be used is not specified yet, hence, you should be adaptable and skilled with several common trading platforms such as E-Trade, TD Ameritrade, or Interactive Brokers. The task at hand involves connecting the broker API in order to carry out trading with our proprietary strategy. Ideal Skills and Experience: - Proficiency in Python - Deep understanding and experience with algorithmic trading - Familiarity with various trading platform APIs for algo trading Please include in your application a detailed proposal outlining the plan, tools, and methodologies you intend to employ...

I'm looking for a PyG expert to help me predict links in my e-commerce heterogeneous graphs...for understanding and predicting customer behavior in my online store, which is crucial for improving services and increasing sales. Ideal skills and experience for the job include: - Expert proficiency in PyG (PyTorch Geometric) - Prior experience with link prediction on heterogeneous graphs - Strong understanding of e-commerce data and its characteristics Your role in the project will involve working closely with the e-commerce data, understanding the underlying patterns and relationships, and building a robust link prediction model that can be utilized to make informed business decisions. I'm looking for a freelancer who can deliver high-quality, accurate results wit...

**Project Description:** Hello, I am seeking a skilled contractor to develop a website using a purchased template. The website will be based on WordPress, WooCommerce, and Elementor. The template, has already been acquired. **Project Details:** **Technology:** WordPress, WooCommerce, Elementor (template already purchased) **Theme:** Credit broking / credit counselling **Website Layout and Sub-pages:** 1. Home Page 2. Mission and Vision 3. Our Experts - Custom template for replication for experts 4. Cases from Our Clients 5. Projects - Custom post, one template for projects 6. Knowledge Base - Entry category template - Blog post template 7. Contact Us 8. Recommended

I'm in the midst of expanding my software testing skills and keen on polishing my understanding of Software Testing. My main areas of ambiguity involve Test automation, Manual testing techniques, and Bug tracking and reporting. I have a preference for live video sessions as a means of instruction. It would be invaluable to virtu...appreciated. The ideal candidate for this engagement would be someone: - With extensive knowledge and practical experience in both Test automation and Manual testing methods. - Who is a seasoned user of bug tracking and reporting processes. - Who has deep proficiency in writing UI test scenarios and cases. If you fit this description, I’d love to hear from you. I'm ready to accelerate my learning curve and am excited to work with a pr...

...application. An example: An intelligent Flickr photo browser that displays photos related to user’s interest. This can be done by fetching user’s “like” from Facebook web API, and then use this information to retrieve Flickr photos (using Flickr search) related to user’s like. (Note: A good implementation of this application would be at a pass level) In a more sophisticated implementation, an analysis of user’s Facebook posts could be done to determine user’s interest. You could implement your own analysis or use text analysis web API. You are not restricted to using Flickr and Facebook APIs. In fact, students aiming for more than just a pass grade are expected to come up with creative/innovative and new ideas and demonstrate that ...

I am seeking an experienced web developer to create a detailed Stock Options Analysis website for me. Ideally, you have a solid background in financial web projects and a keen understanding of the stock market. The site should feature: - Historical Analysis: Capabilities to assess past market trends and options performances. - Technical Analysis: Tools to facilitate an in-depth statistical study predicting future activity. - Fundamental Analysis: Feature to dissect financial statements towards determining a stock's fair value. - Option Chain Analysis: A comprehensive review of option contracts for a particular security is required. Moreover, I want the site to include the following functionalities: - Real-Time Data Updates: Keep users informed with real-time data on t...

I'm seeking a developer to bring a comprehensive voice AI project to life. Key aspects of the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design ...so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable is a beta-tested minimum ...

I need a proficient software developer to build an offline multiple-choice question (MCQ) exam software compatible with Windows operating system. The primary purpose of this software is to conduct exams for learning institutions. Key Features Required: - The software should have a score tracking feature that effectively keeps track of students' exam progress and results. Ideal Candidate: The perfect match for this job should have substantial experience in software development, particularly in developing educational tools. An extensive understanding of the Windows operating system is crucial. Proficiency in programming languages like Java, Python or C# would be beneficial. Familiarity with creating scoring algorithms and a good grasp of user-interface design are also required.

Hey, I'm looking for a virtual assistant who is fast and efficient, to help me be more productive. Specifically you will help me with content creation and translation of a website. In order for me to select the best person, here is my tiny hiring process: - Sign up at (this is the tool I'm using for my website) - Create a new website (the content can be totally random) - At the end of the website, add an FAQ section in "Classical" style and add two questions and their responses: "How much do I charge per hour", "A fun fact about me". Answer the questions with your real personal answers - Publish the website and share it with me when you apply for the project This should take you 5-10m max depending on how quickly you understand how to u...

I am looking for a skilled developer to create a trading system using Metastock. Key Requirements: - Develop a trading system on the desktop platform that supports Metastock. - The system should be efficient, reliable, and user-friendly. - Prioritizing smooth functionality and minimal latency in executing trades. Ideal Skills: - Strong understanding of Metastock and its capabilities. - Proficiency in developing desktop trading systems. - Experience in creating user-friendly interfaces. - A good grasp of the stock market and trading principles. - Effective communication skills and a proactive work approach.