We are on the search for a Software Engineer to join our team located in Oyster Bay, New York. The role encompasses processing customer applications, maintaining customer records, and resolving customer inquiries. The Software Engineer will also monitor customer accounts and take suitable action.<br><br>Responsibilities<br>• Develop and test software using VB or Objective C<br>• Implement systems design and software development<br>• Conduct unit testing and integrated system testing<br>• Develop databases using Oracle and/or SQL<br>• Work collaboratively within a team or independently as required<br>• Handle customer inquiries and resolve them efficiently<br>• Process customer credit applications with accuracy<br>• Maintain customer credit records meticulously<br>• Monitor customer accounts and take necessary action<br>• Gain knowledge of Inventory and Manufacturing-related systems
We are looking for an experienced Senior Fullstack Developer to drive the development of cutting-edge features and APIs for our proprietary Content Management System platform. This role offers the opportunity to work with modern technologies and contribute to scalable, high-performance software solutions that enhance the delivery and monetization of media content in live events, stadiums, and broadcasts. Collaboration with cross-functional teams will be a key aspect of this position, ensuring impactful and efficient software development.<br><br>Responsibilities:<br>• Design and develop innovative features and RESTful APIs for the company’s Content Management System platform.<br>• Maintain and improve the existing codebase built with React, Node.js, Java, Python, and PostgreSQL.<br>• Optimize application performance, scalability, and reliability to support high-demand environments.<br>• Work closely with product managers, designers, and engineers to translate business requirements into technical solutions.<br>• Conduct code reviews, participate in architecture discussions, and contribute to technical planning.<br>• Ensure adherence to best practices in software development, testing, and deployment processes.<br>• Troubleshoot and resolve production issues promptly to minimize disruptions.<br>• Provide guidance to less experienced developers and foster a culture of collaboration and continuous improvement within the team.
Job Overview We are seeking a highly skilled Full Stack Developer with expertise in Perl to join our team. The ideal candidate will be responsible for developing and maintaining a registration-based portal with a multi-tenant database structure. This application is hosted on AWS, using PostgreSQL as the primary database. This role involves full-stack development, including both back-end logic and front-end implementation. The position requires working within a Waterfall development environment, ensuring clear documentation, structured processes, and rigorous testing. Key Responsibilities Develop & Maintain: Design, develop, and maintain robust full-stack applications using Perl for backend logic. Database Management: Work with PostgreSQL, designing and optimizing database queries, ensuring efficiency in a multi-tenant architecture. AWS Hosting: Manage and optimize application hosting on AWS (EC2, S3, RDS, etc.). Front-End Development: Implement front-end interfaces and workflows, ensuring usability and performance. Code Review & Testing: Conduct thorough code reviews and ensure high-quality releases following Waterfall methodology. Collaboration: Work closely with business analysts, project managers, and QA teams to define requirements and deliver solutions. Security & Compliance: Implement security best practices, ensuring compliance with relevant industry standards.
We are looking for a skilled IBM i Infrastructure Systems Administrator to join our team in Dayton, New Jersey. In this role, you will be responsible for maintaining and optimizing Linux and IBM i environments, ensuring system reliability, security, and seamless integration with business applications. The ideal candidate will bring deep expertise in legacy systems and modern technologies, along with a proactive approach to troubleshooting and system enhancements.<br><br>Responsibilities:<br>• Manage and support Linux and IBM i system environments, ensuring their reliability and performance.<br>• Diagnose and resolve issues in legacy systems, including performing repairs and tuning for optimal performance.<br>• Coordinate hardware installations, upgrades, and migrations to maintain system efficiency.<br>• Develop and implement security protocols to safeguard systems and ensure compliance with data protection standards.<br>• Configure and optimize network connectivity, protocols, and performance for IBM i and AS/400 platforms.<br>• Design and deploy custom integrations between legacy systems and modern applications or infrastructure.<br>• Provide technical expertise for system integration, security enhancements, and legacy application support.<br>• Document processes, security measures, and workflows to ensure operational consistency.<br>• Monitor system performance and recommend improvements to enhance efficiency and security.<br>• Collaborate with cross-functional teams to align technology solutions with business needs.
<p><strong>About the Role:</strong></p><p>We are seeking a versatile and forward-thinking Full Stack Developer to join our dynamic team. The ideal candidate will be proficient across multiple programming languages and frameworks, with a strong foundation in AI integration, testing, and performance optimization. This role requires a developer who thrives in a fast-paced environment and is passionate about building secure, scalable, and innovative web applications.</p><p><br></p><p><strong>Key Responsibilities:</strong></p><ul><li>Design, develop, and maintain full stack applications using Ruby, Ruby on Rails, Python, Django, HTML, CSS, and JavaScript.</li><li>Integrate AI frameworks, APIs, and plugins to enhance application capabilities.</li><li>Conduct thorough debugging, unit testing, and regression testing to ensure code quality.</li><li>Ensure applications meet security and compliance standards, including US and EU regulations.</li><li>Implement and manage payment systems integration.</li><li>Perform load testing to validate performance under high traffic conditions.</li><li>Collaborate with cross-functional teams to define and implement web architecture (preferred but not required).</li></ul><p><br></p><p><br></p>
<p>We are looking for an experienced Software Developer to lead the design, implementation, and delivery of cutting-edge enterprise technology solutions. This role requires a strong grasp of architectural principles, modern development practices, and emerging technologies. Based in New Jersey, this position offers an exciting opportunity to work on transformative projects that align technology with business strategies.</p><p><br></p><p>Responsibilities:</p><p>• Design and implement enterprise technology solutions, ensuring scalability, security, and performance.</p><p>• Develop and document architectural patterns across various levels, including logical, physical, and operational design.</p><p>• Lead technical evaluations and create proofs of concept for new tools, frameworks, and technologies.</p><p>• Collaborate with cross-functional IT teams to ensure alignment with enterprise-wide goals and objectives.</p><p>• Stay updated on emerging technologies and incorporate them into scalable, innovative solutions.</p><p>• Promote best practices in software design, including object-oriented programming and design patterns.</p><p>• Manage the integration of APIs, messaging frameworks, and third-party services into enterprise systems.</p><p>• Provide hands-on leadership for large-scale projects and strategic initiatives.</p><p>• Engage with vendors and partners to ensure SLA commitments and accelerate project timelines.</p><p>• Participate in architecture reviews and ensure alignment with long-term business strategies.</p>
<p>We are looking for an experienced Sr. Software Engineer to join our team in New Jersey. This role requires a highly skilled Python developer who thrives in collaborative environments and is passionate about building reliable and efficient software solutions. The position is primarily onsite, offering an opportunity to work closely with a dynamic team in a fast-paced setting.</p><p><br></p><p>Responsibilities:</p><p>• Develop, test, and maintain software applications using Python to address business needs.</p><p>• Implement APIs and ensure seamless integration with external systems.</p><p>• Collaborate with cross-functional teams to design scalable backend solutions.</p><p>• Manage and optimize NoSQL databases to ensure data integrity and performance.</p><p>• Utilize version control systems such as Git to track development progress and manage code repositories.</p><p>• Troubleshoot and resolve software issues in a Linux-based environment.</p><p>• Participate in Agile Scrum practices to deliver projects efficiently and on schedule.</p><p>• Contribute to the continuous improvement of CI/CD pipelines to streamline deployment processes.</p><p>• Perform comprehensive testing and debugging to ensure high-quality software.</p><p>• Stay updated on emerging technologies and incorporate them into development processes when applicable.</p>
<p>We are on the lookout for a Data Engineer in New Jersey. (1-2 days a week on-site*) In this role, you will be required to develop and maintain business intelligence and analytics solutions, integrating complex data sources for decision support systems. You will also be expected to have a hands-on approach towards application development, particularly with the Microsoft Azure suite.</p><p><br></p><p>Responsibilities:</p><p><br></p><p>• Develop and maintain advanced analytics solutions using tools such as Apache Kafka, Apache Pig, Apache Spark, and AWS Technologies.</p><p>• Work extensively with Microsoft Azure suite for application development.</p><p>• Implement algorithms and develop APIs.</p><p>• Handle integration of complex data sources for decision support systems in the enterprise data warehouse.</p><p>• Utilize Cloud Technologies and Data Visualization tools to enhance business intelligence.</p><p>• Work with various types of data including Clinical Trials Data, Genomics and Bio Marker Data, Real World Data, and Discovery Data.</p><p>• Maintain familiarity with key industry best practices in a regulated “GXP” environment.</p><p>• Work with commercial pharmaceutical/business information, Supply Chain, Finance, and HR data.</p><p>• Leverage Apache Hadoop for handling large datasets.</p>
<p>We’re looking for a SQL developer, responsible for solving complex data and workflow challenges and building tools that directly impact production, fulfillment, and reporting systems. You’ll work closely with cross-functional teams to design, develop, and support custom software solutions that drive operational efficiency and scalability.</p><p><br></p><p><strong>Top Responsibilities</strong></p><ol><li>Design & Develop Custom Solutions: Build and maintain Windows-based and web applications that integrate with production systems, inventory tools, and third-party platforms.</li><li>Data Engineering & Automation: Create data workflows using SQL Server, SSIS, and other tools to automate print production, reporting, and invoicing processes.</li><li>System Integration: Develop interfaces with devices and systems such as barcode scanners, shipping tools, and ERP platforms.</li><li>Project Collaboration: Partner with technical leads and account managers to define project goals, test solutions, and ensure successful deployment.</li><li>Mentorship & Support: Guide junior developers and provide ongoing support for deployed applications, including training and documentation.</li></ol>
Position Summary We’re seeking a Full Stack Senior Software Engineer to help design, build, and deliver modern, scalable applications that power our firm’s next generation of digital products. This is a hands-on, full-stack engineering role working across front-end, back-end, cloud, and API integrations. You’ll collaborate with cross-functional teams to create secure, high-performing software that drives real business impact. <br> Key Responsibilities Application Development Design, develop, test, and deploy software solutions using React, AWS, and modern scripting languages. Translate business and functional requirements into elegant, scalable technical solutions. Contribute to architectural decisions that improve reliability, maintainability, and performance. Cloud Engineering Build and optimize applications leveraging AWS services (Lambda, DynamoDB, Redshift, etc.). Ensure cloud applications are cost-efficient, secure, and highly available. Implement security best practices across all AWS-based components. API Design & Integration Develop and manage REST, GraphQL, and WSO2-based APIs for seamless system integration. Maintain consistency, scalability, and performance across all API endpoints. Scripting & Automation Use TypeScript, JavaScript, and Python to develop robust, cross-platform solutions. Automate repetitive tasks and enhance system reliability through scripting and process improvements. Data & SQL Development Design and optimize SQL queries and database structures to support business applications. Ensure data integrity, accuracy, and high performance in all database interactions. Collaboration & Leadership Partner with Software Engineering Leads, Business Solution Engineers, QA, and stakeholders to deliver quality results. Mentor peers, share knowledge, and foster a culture of innovation and technical excellence. Communicate technical concepts clearly to non-technical audiences.
We are looking for a skilled Senior Software Engineer to design and implement innovative software solutions. This role involves creating scalable systems, optimizing performance, and contributing to cutting-edge technologies, including machine learning and vector databases. Join our team in New York, New York, and help shape the future of software development.<br><br>Responsibilities:<br>• Design and develop scalable software solutions using Python and modern architectural patterns.<br>• Build and maintain distributed systems with a focus on multi-threaded programming.<br>• Develop and integrate RESTful APIs to ensure seamless communication between applications.<br>• Optimize data storage and retrieval using MongoDB and Redis.<br>• Explore and implement vector databases such as pgvector and timescale.<br>• Collaborate on machine learning initiatives, including the application of large language models (LLMs).<br>• Utilize cloud platforms like Amazon Web Services (AWS) to enhance system performance and scalability.<br>• Conduct thorough testing and debugging to ensure high-quality software delivery.<br>• Stay updated on emerging technologies to drive innovation within the team.
We are looking for a talented Software Developer to join our dynamic team in New York, New York. In this role, you will use your expertise in C++ to develop high-performance systems that support critical trading and research operations. This position offers an exciting opportunity to work on innovative technology in a fast-paced environment.<br><br>Responsibilities:<br>• Develop efficient, low-latency C++ applications that support order management, exchange connectivity, and real-time market data systems.<br>• Enhance the scalability and performance of existing trading infrastructure to meet the demands of high-frequency trading.<br>• Collaborate with team members to design and implement distributed systems that align with business requirements.<br>• Conduct performance monitoring and optimization for Linux-based systems to ensure reliability and efficiency.<br>• Troubleshoot and resolve software bugs using tools such as Atlassian Jira and GitHub.<br>• Participate in Agile Scrum processes to ensure timely delivery of projects and features.<br>• Integrate APIs and develop backend solutions to enhance system functionality.<br>• Stay updated on emerging technologies and propose innovative solutions to improve the trading platform.<br>• Work closely with researchers and traders to understand technical requirements and deliver tailored solutions.
We are offering an exciting opportunity for a Full Stack Developer to join our team in the Financial Services industry, based in Princeton, New Jersey. In this role, you will be deeply involved in the design, development, and implementation of systems that support various complex operational functions. You will also have a direct collaboration with business users, providing hands-on application development and ensuring high-quality and efficient web applications.<br><br>Responsibilities:<br>• Collaborate directly with business users for the analysis and assessment of business and system requirements across various functional disciplines.<br>• Design, develop and implement systems that support trading, help desk, surveillance, clearing, business intelligence, finance, and other complex middle and back office operational systems.<br>• Participate in hands-on application development, demonstrating a strong desire to be in-the-code.<br>• Define the back-end REST APIs for the features of the services being built.<br>• Employ your expertise in core Java and JEE technologies, and your in-depth knowledge of one or more application frameworks such as Spring Boot.<br>• Utilize your skills in web development tools and languages such as Angular, HTML5, CSS, and Javascript.<br>• Work on complex database design and SQL tasks.<br>• Handle Linux and shell scripting tasks.<br>• Work with the team to define test cases, and write unit, integration, and end-to-end tests.<br>• Adhere to industry-standard architecture design methodologies and processes.<br>• Display strong written and oral communication skills, being self-directed and motivated to work in a fast-paced team-oriented environment.
We are looking for a skilled Software Engineer to join our team in Brooklyn, New York. In this long-term contract role, you will have the opportunity to design, develop, and implement innovative software solutions while collaborating with multidisciplinary teams. This position is ideal for someone who is passionate about technology and thrives in a dynamic and collaborative environment.<br><br>Responsibilities:<br>• Design and create electronic circuits, including schematics and layouts using tools such as KiCad and Altium.<br>• Develop low-power embedded circuits and power systems to ensure efficiency and reliability.<br>• Perform soldering, assembly, and rework tasks on circuit boards using Surface Mount and Thru-Hole components.<br>• Collaborate closely with teams across mechanical, software, and industrial design disciplines to achieve project goals.<br>• Utilize programming languages like C#, JavaScript, and frameworks such as .NET and React.js to develop high-quality software solutions.<br>• Maintain and enhance existing code while identifying opportunities for optimization.<br>• Troubleshoot and debug complex software and hardware issues to ensure seamless functionality.<br>• Stay updated with emerging technologies and incorporate them into development practices.<br>• Ensure all designs and software meet industry standards and compliance requirements.
We are looking for a skilled Fullstack Engineer to join our dynamic team in New York, New York. In this role, you will contribute to building innovative solutions that enhance the car-buying process by collaborating across multiple teams and technology stacks. This opportunity is perfect for a developer with a passion for creating user-centric features and working in a fast-paced, startup environment.<br><br>Responsibilities:<br>• Develop and implement new features from concept to deployment, ensuring they meet user needs and business goals.<br>• Navigate various repositories and tech stacks, acting as a versatile contributor across the codebase.<br>• Design scalable and high-performing systems that simplify the car-buying experience.<br>• Collaborate with stakeholders, including car manufacturers, dealers, and buyers, to create impactful solutions.<br>• Partner with designers, product managers, and other engineers to enhance the platform's functionality and user experience.<br>• Participate in architectural discussions and decisions to drive technical innovation.<br>• Ensure timely delivery of high-quality code while adhering to best practices.<br>• Utilize cloud platforms to develop and maintain robust and reliable systems.<br>• Troubleshoot and resolve technical issues, ensuring smooth system operation.
<p>We are looking for a skilled Systems Administrator to join our team on a long-term contract basis in Wilton, Connecticut. In this role, you will be responsible for managing and maintaining IT systems, ensuring optimal functionality, and delivering exceptional technical support. This position offers the opportunity to work with cutting-edge technologies and collaborate with diverse teams to implement effective solutions.</p><p><br></p><p>Responsibilities:</p><p>• Deliver technical support for Microsoft core business applications, ensuring seamless operation and resolving issues promptly.</p><p>• Manage and support virtual environments utilizing Microsoft Azure Cloud, Hyper-V, and VMware technologies.</p><p>• Plan, implement, and maintain Microsoft-related systems such as Windows Server, SharePoint, Office 365, Teams, and other tools.</p><p>• Develop and execute tailored system solutions aligned with client needs, fostering enhanced operational efficiency.</p><p>• Configure and maintain disaster recovery systems to safeguard critical data and ensure business continuity.</p><p>• Provide network-level technical services, including managing connectivity, routers, firewalls, and system security.</p><p>• Set up and support remote access solutions, leveraging technologies such as Remote Desktop Services.</p><p>• Administer server environments, including Active Directory and Group Policy configurations.</p><p>• Create comprehensive system documentation, offer consulting services, and conduct system reviews with actionable recommendations.</p><p>• Communicate effectively with clients to provide updates, address concerns, and manage changes or planned outages.</p>
We are looking for an experienced Sr. Software Engineer to join our team in Cranford, New Jersey. In this role, you will contribute to the development of cutting-edge software solutions, focusing on creating user-friendly applications and scalable backend systems. This position requires a collaborative mindset and a passion for delivering high-quality results.<br><br>Responsibilities:<br>• Build dynamic and responsive front-end applications utilizing Angular frameworks.<br>• Design and maintain scalable RESTful APIs to ensure optimal performance and usability.<br>• Work closely with backend developers, data teams, and business analysts to align software solutions with organizational goals.<br>• Transform UI/UX wireframes into functional and visually appealing application components.<br>• Develop clean, reusable, and thoroughly tested code, conducting unit and integration testing.<br>• Participate actively in code reviews and design discussions to uphold best practices and design standards.<br>• Enhance application performance and resolve production issues promptly.<br>• Stay informed about the latest advancements in front-end and software development technologies.<br>• Communicate project progress, potential risks, and proposed solutions effectively to team members and management.
We are looking for a highly skilled Senior Software Engineer to join our team on a contract basis in Brooklyn, New York. This role requires a detail-oriented individual with a strong background in Linux-based systems and embedded engineering. You will play a key part in developing and supporting advanced software solutions while leveraging your expertise in C++, .NET, and related technologies.<br><br>Responsibilities:<br>• Serve as a Subject Matter Expert for Linux-based system development and deployment.<br>• Design, develop, and maintain embedded software solutions for a variety of projects.<br>• Utilize your expertise in C++ and firmware development to create high-quality applications.<br>• Collaborate with cross-functional teams to ensure seamless integration of software components.<br>• Provide technical guidance and mentorship to entry-level engineers and team members.<br>• Troubleshoot and resolve complex technical issues in Linux environments.<br>• Apply knowledge of electronics and embedded system design to enhance performance and reliability.<br>• Contribute to the development of innovative solutions using React.js and JavaScript.<br>• Ensure adherence to best practices and coding standards throughout the development process.<br>• Support projects with a focus on financial industry requirements, if applicable.
POSITION TITLE: Software Developer<br>About the Role:<br>The Software Developer role will require exposure to working on a team, managing and helping execute aspects of the development process, and ensuring strong communication across all departments.<br>Skill Sets: <br>• C# <br>• SQL <br>• HTML<br>• Java <br>Main Responsibilities:<br>• Provide a key role in accelerating the development of Web and Desktop applications<br>• Write optimal queries in Structured Query Language (SQL)<br>• Design, develop, and integrate web services (SOAP/RESTful)<br>Qualifications:<br>• Bachelor’s degree in computer science, Information Technology, or a related field required<br>• Minimum of 3 year of related experience developing web applications or Windows applications required<br>• Experience with C# is required<br>• Knowledge of relational database management systems (RDMS)<br>• Ability to create web services<br>• Ability to communicate effectively to all levels of the organization<br>• Ability to set and achieve goals, and follow up on projects until completion<br>Job Type: Full-time Onsite
<p>This leadership role is responsible for overseeing a Data Analytics & Reporting team focused on collecting, aggregating, analyzing, and trending data—primarily from pharmacy systems—to support data-driven programs and service solutions. The Director will collaborate with IT and executive leadership to implement and streamline processes, mentor team members, and ensure alignment between data insights and strategic business goals.</p><p><br></p>
We are looking for an experienced Systems Engineer to join our team in Springfield, New Jersey. In this role, you will design, implement, and support advanced Supervisory Control and Data Acquisition (SCADA) systems, contributing to the development of system standards and specifications. You will collaborate with various teams to enhance system functionality, provide technical expertise, and ensure seamless operations.<br><br>Responsibilities:<br>• Design and develop SCADA systems, ensuring functionality aligns with system standards and specifications.<br>• Generate and review Engineering Change Requests (ECRs) to evaluate technical and economic benefits.<br>• Provide technical support to marketing and sales teams for quotations and other activities.<br>• Deliver customer training sessions both onsite and in the field.<br>• Act as a technical liaison to address customer issues and perform field services when required.<br>• Conduct engineering studies to address system challenges and new requirements.<br>• Assist System Test technicians with technical project-related issues.<br>• Create detailed documentation, including parts lists, system layouts, and interconnection drawings.<br>• Develop and program RTUs, gateways, and databases for system integration.<br>• Travel as necessary to support customer needs and project requirements.
We are looking for an experienced and driven Sr. Software Engineer to join our team in New York, New York. As part of a dynamic financial services organization, you will play a critical role in developing and optimizing software solutions that support quantitative investment strategies. This position offers the opportunity to collaborate with a skilled global team and contribute to cutting-edge advancements in the world of automated trading.<br><br>Responsibilities:<br>• Design, develop, and maintain software systems that support quantitative trading and investment strategies.<br>• Collaborate with cross-functional teams to implement research-tested solutions into production environments.<br>• Optimize and enhance backend systems to ensure high performance and reliability.<br>• Develop APIs and integrate third-party tools to support data analysis and trading operations.<br>• Ensure the quality and accuracy of data by implementing robust validation and improvement processes.<br>• Participate in Agile Scrum workflows to deliver projects efficiently and effectively.<br>• Create comprehensive documentation for software systems and processes.<br>• Conduct performance testing and debugging to ensure system stability.<br>• Stay updated on emerging technologies and incorporate relevant innovations into development practices.<br>• Provide mentorship and guidance to less experienced team members when needed.
We are looking for a skilled Database Technology Manager to lead and oversee data management and analytics initiatives. This role requires a balance of technical expertise and leadership to drive innovation and ensure data-driven decision-making across the organization. Based in New York, New York, you will play a critical role in managing advanced database technologies and fostering collaboration between technical and business teams.<br><br>Responsibilities:<br>• Lead the development and implementation of advanced database solutions to meet organizational goals.<br>• Manage and optimize data analytics tools, including Tableau and Microsoft SQL Server, to ensure seamless operations.<br>• Collaborate with cross-functional teams to gather requirements and deliver actionable insights through data visualization.<br>• Provide mentorship and training to team members on data analytics tools and methodologies.<br>• Develop and maintain data governance standards to ensure data security and compliance.<br>• Oversee the creation of compelling visual narratives to communicate data insights effectively to stakeholders.<br>• Drive innovation by identifying opportunities for process improvements and new data solutions.<br>• Stay updated on the latest advancements in database technologies and data science to apply best practices.<br>• Support the design and maintenance of data pipelines and engineering systems.<br>• Collaborate on Agile-based projects to ensure timely and efficient delivery of data-related initiatives.
<p>In this role, you will design, develop, and maintain critical applications while ensuring optimal performance and functionality. You will collaborate closely with various teams to create innovative software solutions and provide technical expertise in troubleshooting and enhancing systems.</p><p><br></p><p>Responsibilities:</p><p><br></p><ul><li>Design, develop, and maintain core software applications to ensure high performance, reliability, and scalability.</li><li>Write, implement, and manage clean, efficient, and well-documented source code.</li><li>Partner with cross-functional teams to build and deploy prototype applications across multiple platforms.</li><li>Integrate software components and systems through function calls to ensure seamless interoperability.</li><li>Collaborate with management to analyze business processes and identify application or system requirements.</li><li>Diagnose and resolve production issues, ensuring minimal downtime and optimal functionality.</li><li>Research, evaluate, and implement new software solutions and reporting tools as needed.</li><li>Provide technical support and implement enhancements to improve system performance and user experience.</li><li>Develop and optimize database queries to support reporting and data analysis needs.</li></ul>
