messages=[HumanMessage(content="\nAs a seasoned HR expert, your task is to identify and outline the key skills and requirements necessary for the position of this job. Use the provided job description as input to extract all relevant information. This will involve conducting a thorough analysis of the job's responsibilities and the industry standards. You should consider both the technical and soft skills needed to excel in this role. Additionally, specify any educational qualifications, certifications, or experiences that are essential. Your analysis should also reflect on the evolving nature of this role, considering future trends and how they might affect the required competencies.\n\nRules:\nRemove boilerplate text\nInclude only relevant information to match the job description against the resume\n\n# Analysis Requirements\nYour analysis should include the following sections:\nTechnical Skills: List all the specific technical skills required for the role based on the responsibilities described in the job description.\nSoft Skills: Identify the necessary soft skills, such as communication abilities, problem-solving, time management, etc.\nEducational Qualifications and Certifications: Specify the essential educational qualifications and certifications for the role.\nProfessional Experience: Describe the relevant work experiences that are required or preferred.\nRole Evolution: Analyze how the role might evolve in the future, considering industry trends and how these might influence the required skills.\n\n# Final Result:\nYour analysis should be structured in a clear and organized document with distinct sections for each of the points listed above. Each section should contain:\nThis comprehensive overview will serve as a guideline for the recruitment process, ensuring the identification of the most qualified candidates.\n\n# Job Description:\n```\nAbout the job\nTheMathCompany or MathCo® is a global Enterprise AI and Analytics company trusted for data-driven decision-making by leading Fortune 500 and Global 2000 enterprises.\nFounded in 2016, MathCo builds custom AI and advanced analytics solutions focused on enterprise problem-solving through its innovative hybrid model. NucliOS, MathCo’s proprietary platform with pre-built workflows and reusable plug-and-play modules, enables the vision of connected intelligence at a lower TCO.\n\nFor our employees, we foster an open, transparent, and collaborative culture with no barriers, making MathCo a great place to work. We provide exciting growth opportunities, value capabilities, and attitude over experience, enabling the Mathemagicians to ‘Leave a Mark’.\n\nJob Responsibilities\nParticipate in the entire SDLC from conception to deployment.\nDevelop backend systems and APIs using Python, Flask, and Fast API.\nDesign, develop, and engineer RESTful APIs and services using Flask and Fast API\nBuild high-quality, scalable, and maintainable code.\nImplement design patterns and best practices.\nDevelop and optimize server-side applications for performance and stability.\nWork with cloud-based web stacks, troubleshoot issues, and integrate cloud services (AWS, Azure, GCP).\nImplement security measures and data protection.\nDocument APIs using Swagger or Open API specifications.\nConduct unit testing of backend code and APIs using PyUnit.\nActively contribute to Agile development teams to deliver solutions.\nDesign and develop API authorization layers using industry best practices.\nPrepare low-level design and technical specifications for application components.\nDevelop authentication and authorization layers in backend systems.\nConduct unit testing of backend code and APIs using PyUnit.\nActively contribute to Agile development teams to deliver solutions.\nDesign and develop API authorization layers using industry best practices.\nPrepare low-level design and technical specifications for application components.\n\nRequired Tech/Non-Tech Stack\nHands-on experience in development restful APIs using Flask and/or Fast API.\nSolid Understanding and experience on developing application using Object Oriented Principles.\nStrong Knowledge and familiarity with databases like MSSQL or PostgrSQL.\nStrong knowledge and experience in creating scalable and re-usable unit tests using Pyunit framework.\nDevelop authentication and authorization layers in backend systems.\nExceptional analytical, problem solving and numerical skills.\nAbility to design and develop using Object Oriented design principles and software design patterns to attain high reusability and maintainability.\nAbility to build complex, robust, and highly scalable production applications.\nStrong problem-solving skills with the ability to work independently to resolve complex issues in a timely manner.\nAbility to determine user needs by analyzing technical requirements.\n\nBeing a Mathemagician\nUnderstand & embody MathCo’s culture and way of working.\nDemonstrate an ownership mindset to drive results, striving for excellence.\nEngage actively and contribute to initiatives fostering company growth.\nSupport diversity and understand different perspectives.\n\nPreferred Educational Qualifications & Years of Experience\nB.E/B.Tech or equivalent degree\n2-4 years of experience as a Backend Engineer\n\nAs a testament to our growth, we have been,\nPositioned as a Leader in Top Generative AI Service Providers – PeMa Quadrant 2023 by AIMResearch Recognized among the Inspiring Workplaces in North America, 2023\nAccredited for Inclusive Practices by Great Place to Work Institute, India\nRecognized among India’s Best Workplaces™ for Diversity, Equity, Inclusion &\nBelonging 2023 by Great Place To Work® India\n```\n\n---\n\n# Job Description Summary")]