<p>The Technology Data Analyst will turn raw system, application, and infrastructure data into clear, actionable insights that drive reliability, performance, and scalability. You will partner closely with engineering, DevOps, SRE, and product teams to monitor, troubleshoot, and optimize our technical platforms.</p><p> </p><p>Key Responsibilities:</p><ul><li>Collect, clean, and analyze large datasets from logs, metrics, traces, and business systems (ELK, Prometheus, Grafana, Datadog, Snowflake, BigQuery, etc.)</li><li>Build and maintain interactive dashboards, automated reports, and real-time visualizations (Looker, Tableau, Metabase, Superset, Power BI, or custom Streamlit/Dash apps)</li><li>Identify trends, anomalies, and performance bottlenecks in infrastructure, applications, and user-facing systems</li><li>Perform root-cause analysis for incidents, outages, and latency spikes using data-driven methods</li><li>Support capacity planning, cost optimization, and scaling decisions with accurate forecasting and usage modeling</li><li>Collaborate with developers, SREs, and product managers to define KPIs, instrumentation needs, and data requirements</li><li>Ensure data quality, consistency, and integrity across monitoring, logging, and analytics platforms</li><li>Contribute to lightweight predictive modeling, alerting rules, and automation initiatives (anomaly detection, forecasting, auto-scaling triggers)</li><li>Document methodologies, findings, and recommendations in clear, executive-ready formats</li></ul><p> </p><p>Required Qualifications:</p><ul><li>Bachelor’s degree in Data Analytics, Computer Science, Statistics, or equivalent experience</li><li>3–6+ years of hands-on data analysis experience in a technology/infrastructure environment</li><li>Advanced SQL (window functions, CTEs, performance tuning) and proficiency in Python (pandas, numpy) or R for data manipulation</li><li>Proven experience building dashboards and reports with at least one major BI tool (Looker, Tableau, Power BI, Metabase)</li><li>Strong grasp of systems metrics: CPU/memory/disk/network, request latency, error rates, saturation (USE/RED method, Golden Signals)</li><li>Familiarity with modern observability stacks (Prometheus + Grafana, Datadog, New Relic, OpenTelemetry, Jaeger)</li><li>Experience with log analysis (ELK/EFK, Loki, Splunk) and time-series databases (InfluxDB, TimescaleDB)</li><li>Excellent communication skills – ability to translate complex technical data into clear insights for both engineers and leadership</li></ul><p><br></p>
<p>The Database Engineer will design, develop, and maintain database solutions that meet the needs of our business and clients. You will be responsible for ensuring the performance, availability, and security of our database systems while collaborating with software engineers, data analysts, and IT teams.</p><p> </p><p><strong>Key Responsibilities:</strong></p><ul><li>Design, implement, and maintain highly available and scalable database systems (e.g., SQL, NoSQL).</li><li>Optimize database performance through indexing, query optimization, and capacity planning.</li><li>Create and manage database schemas, tables, stored procedures, and triggers.</li><li>Develop and maintain ETL (Extract, Transform, Load) processes for data integration.</li><li>Ensure data integrity and consistency across distributed systems.</li><li>Monitor database performance and troubleshoot issues to ensure minimal downtime.</li><li>Collaborate with software development teams to design database architectures that align with application requirements.</li><li>Implement data security best practices, including encryption, backups, and access controls.</li><li>Stay updated on emerging database technologies and recommend solutions to enhance efficiency.</li><li>Document database configurations, processes, and best practices for internal knowledge sharing.</li></ul><p><br></p>
<p><strong>Junior Financial Analyst</strong></p><p><br></p><p>We are seeking a motivated and analytical <strong>Junior Financial Analyst</strong> to support financial reporting, budgeting, and data analysis activities. This role is ideal for someone early in their finance career who is eager to build strong analytical skills and gain exposure to financial planning and analysis.</p><p><br></p><ul><li>Assist with financial reporting, forecasting, and budgeting</li><li>Analyze financial data and prepare reports and summaries</li><li>Support variance analysis and track key performance indicators</li><li>Maintain and update financial models and spreadsheets</li><li>Assist with month-end close and financial reconciliations</li><li>Work closely with accounting and operations teams</li><li>Support ad hoc financial analysis and special project</li></ul><p><br></p>
<p>• Participates in all daily operations of the accounts payable department, including managing workflows, and ensuring accuracy and timeliness of payments.</p><p>• Maintain relationships with vendors and resolve queries or disputes.</p><p>• Monitor and analyze accounts payable processes and recommend improvements to increase efficiency and accuracy.</p><p>• Prepare and analyze accounts payable reports, including vendor performance metrics base on EAM reporting.</p><p>• Posting in SAP the workers compensation report with the calculation of payment at the end of the month.</p><p>• Prepare the pre closing report for all the vendors to by updated in the system.</p><p>• Participates in the closing with credit cards reconciliations, fuel data reconciliations, workers compensation reconciliations and rental equipment reconciliations. </p><p>• Managing the information from managers about the ship list provided in the schedule for the week.</p><p>• Ensure accurate and timely month-end and year-end close processes for accounts payable.</p><p>• Assist with audits and provide documentation and support as needed.</p><p>• Review employee expense claims and payment runs.</p><p>• Undertaking project tasks as required.</p>
<p>We are seeking a <strong>GIS Analyst</strong> to collect, manage, and analyze geospatial data to support business operations, planning, and decision-making. This role combines <strong>technical GIS expertise</strong> with strong <strong>analytical and visualization skills</strong> to deliver actionable insights from spatial data. The ideal candidate has hands-on experience with <strong>GIS software</strong>, <strong>data analysis</strong>, and <strong>mapping solutions</strong>.</p><p><br></p><p>Key Responsibilities</p><ul><li>Collect, process, and maintain <strong>geospatial and spatial datasets</strong> from multiple sources</li><li>Perform <strong>spatial analysis, modeling, and mapping</strong> to support projects and business decisions</li><li>Develop and maintain <strong>GIS databases, layers, and geospatial assets</strong></li><li>Create and update <strong>maps, dashboards, and visualizations</strong> for internal and external stakeholders</li><li>Support <strong>data integration and GIS workflows</strong> with other systems and platforms (ERP, CRM, CAD)</li><li>Collaborate with business units, planners, engineers, or environmental teams to understand GIS requirements</li><li>Apply <strong>data quality standards</strong> and ensure accuracy and consistency of geospatial information</li><li>Prepare <strong>technical reports, documentation, and presentations</strong> for stakeholders</li><li>Stay current on <strong>GIS technology trends, best practices, and software updates</strong></li></ul><p><br></p>
<p><strong>Key Responsibilities</strong></p><p>The duties listed below represent the general scope of this role. Other tasks may be assigned as </p><p>necessary to meet the needs of the position.</p><p>• Operates the Geographic Information System (GIS) and acts as a technical lead for </p><p>various GIS-related projects.</p><p>• Conducts GIS programming and system configuration as required.</p><p>• Manages GIS projects, ensuring they align with project goals and timelines.</p><p>• Organizes project meetings, sets schedules, and maintains progress reports.</p><p>• Develops, updates, and manages GIS databases, including creating and editing data, </p><p>performing quality control, and establishing digital standards for citywide GIS databases.</p><p>• Converts data between GIS and other formats and produces various GIS products such as </p><p>layers, shapefiles, custom maps, and web applications.</p><p>• Uses handheld GPS devices for data collection and assists with GIS services during </p><p>emergency activations at the Emergency Operations Center (EOC).</p><p>• Provides training and support for GIS users and educates stakeholders on GIS </p><p>capabilities.</p><p>• Researches emerging GIS technologies and recommends new software or hardware </p><p>purchases.</p><p>• Prepares and processes forms, reports, charts, spreadsheets, project schedules, and other </p><p>necessary documentation.</p><p>• Communicates with internal departments, consultants, external agencies, and the public </p><p>to exchange information and coordinate GIS-related activities.</p><p>• Operates computers and other office equipment, utilizing GIS software and office </p><p>productivity tools such as Microsoft Office.</p><p>• Attends meetings and stays informed about trends and advancements in GIS.</p><p>• Drives to various locations as needed to conduct work-related activities.</p><p>• Assists with general clerical tasks, including printing maps, managing department </p><p>schedules, and processing data requests.</p><p><strong>Communication Skills</strong></p><p>• Effectively interacts with supervisors, colleagues, stakeholders, and the public to </p><p>facilitate project goals and resolve issues.</p><p>• Delivers accurate and timely communication through verbal and written means.</p><p>• Understands and follows complex instructions with minimal supervision.</p><p>• Maintains professional relationships with coworkers, city officials, and external partners</p>
We are looking for a skilled Senior Financial Analyst to join our team in Hialeah, Florida. This role combines financial analysis and accounting expertise, requiring equal proficiency in both areas. The ideal candidate will excel in leveraging technology and AI tools to optimize workflows and enhance decision-making processes.<br><br>Responsibilities:<br>• Conduct detailed financial analyses, including forecasting, modeling, and variance analysis, to support strategic decision-making.<br>• Develop and maintain complex financial models that drive insights and identify trends.<br>• Perform accounting tasks to ensure accurate financial reporting and compliance with regulations.<br>• Utilize AI tools and advanced technologies to automate financial processes and improve efficiency.<br>• Analyze large datasets using data mining techniques to extract actionable insights.<br>• Prepare ad hoc financial reports and analyses tailored to specific business needs.<br>• Collaborate with cross-functional teams to provide financial guidance and support.<br>• Monitor key performance indicators (KPIs) and recommend actionable strategies for improvement.<br>• Ensure the accuracy and integrity of financial data across systems and platforms.<br>• Review and enhance existing financial processes to streamline operations.
<p>FP& A Analyst</p><p>We are seeking an FP& A Analyst to support financial planning, forecasting, and performance analysis across a diversified investment portfolio. This role partners closely with senior leadership and accounting to deliver insights that inform strategy, valuation, and capital allocation.</p><p>This is a high-impact opportunity for an analytical, detail-oriented professional who enjoys working in a lean, fast-paced environment and taking ownership of core financial processes.</p><p><strong>Location:</strong> Fort Lauderdale, FL (Broward County)</p><p>Key Responsibilities</p><ul><li>Build and maintain financial models for budgeting, forecasting, and return analysis</li><li>Prepare rolling forecasts and scenario analyses to support strategic decisions</li><li>Analyze performance versus budget and forecast; identify key drivers and trends</li><li>Develop dashboards and reporting packages for senior leadership</li><li>Support valuation analysis, board materials, and lender/investor reporting</li><li>Partner cross-functionally to ensure data accuracy and aligned financial insights</li><li>Assist with special projects, process improvements, and FP& A system enhancements</li><li>Strong analytics and data skills would be a huge plus</li></ul><p>Qualifications</p><ul><li>3–8+ years of experience in FP& A, corporate finance, investment, or consulting</li><li>Strong financial modeling, forecasting, and analytical skills</li><li>Ability to translate complex data into clear, actionable insights</li><li>Highly organized, detail-oriented, and comfortable managing multiple priorities</li><li>Strong written and verbal communication skills</li><li>Self-starter who thrives in a lean, entrepreneurial environment</li><li>Experience with BI tools, SQL, Tableau or Python is a plus</li></ul><p><br></p>
We are looking for an experienced Accounts Receivable Analyst to join our team on a long-term contract basis in Miramar, Florida. This role is ideal for someone with strong analytical skills and attention to detail who can effectively manage large volumes of accounts receivable data. The position offers an excellent opportunity to collaborate with a dynamic team in the transport industry.<br><br>Responsibilities:<br>• Analyze and reconcile large datasets of accounts receivable to identify payment discrepancies and variances.<br>• Categorize variances such as pricing differences, quantity mismatches, or unapplied payments for efficient resolution.<br>• Collaborate with internal departments and external customers to address and resolve outstanding payment issues.<br>• Manage collection efforts and follow up on overdue accounts to ensure timely resolution.<br>• Maintain accurate documentation of adjustments, reconciliations, and follow-up actions within financial systems.<br>• Utilize advanced Excel functions such as pivot tables and VLOOKUP to streamline data analysis.<br>• Evaluate and improve accounts receivable processes to enhance efficiency and accuracy.<br>• Assist with cash applications, billing functions, and tracking cash activity.<br>• Leverage SAP and other financial software to support daily operations and reporting.<br>• Ensure compliance with company policies and financial regulations in all AR activities.
<ul><li>Analyze business processes and identify opportunities for improvement</li><li>Gather, document, and communicate project requirements from stakeholders</li><li>Define technical features and prioritize development efforts</li><li>Facilitate cross-functional collaboration and stakeholder alignment</li><li>Use key metrics for data analysis and reporting to measure project success and ROI</li><li>Support change management for smooth adoption of new tools and processes</li><li>Help mitigate risk and ensure compliance with security, legal, and governance standards</li></ul><p><br></p>
<ul><li>Analyze business processes and identify opportunities for improvement</li><li>Gather, document, and communicate project requirements from stakeholders</li><li>Define technical features and prioritize development efforts</li><li>Facilitate cross-functional collaboration and stakeholder alignment</li><li>Use key metrics for data analysis and reporting to measure project success and ROI</li><li>Support change management for smooth adoption of new tools and processes</li><li>Help mitigate risk and ensure compliance with security, legal, and governance standards</li></ul><p><br></p>
<ul><li>Design, build, and maintain scalable data pipelines and architectures.</li><li>Develop processes for data collection, transformation, and storage to support analytics, reporting, and business intelligence.</li><li>Clean, organize, and validate large volumes of data from various sources.</li><li>Optimize data workflows for performance and reliability.</li><li>Collaborate with data scientists, analysts, and software engineers to meet business data needs.</li><li>Implement security, data governance, and compliance controls.</li><li>Troubleshoot data issues and ensure data consistency and quality.</li></ul><p><br></p>
<p>Our organization is seeking a Senior Software Developer with advanced expertise in at least one of the following languages: Python, Java, C, C#, C++, Go, or Kotlin. The ideal candidate will possess hands-on experience developing software solutions and integrating AI/ML technologies to deliver real business value. You will contribute to the modernization of our technical infrastructure, participate in cross-functional teams, and lead AI/ML projects.</p><p>Key Responsibilities:</p><ul><li>Design, develop, and maintain robust software applications using Python, Java, C, C#, C++, Go, or Kotlin.</li><li>Collaborate with data engineers, analysts, and business stakeholders to understand requirements and deliver effective AI/ML-powered solutions.</li><li>Build, train, and deploy machine learning models, working with algorithms relevant to our business needs.</li><li>Participate in code reviews and implement best practices for software quality, testing, and automation.</li><li>Modernize legacy codebases and contribute to technical debt reduction through refactoring and adoption of modern design patterns.</li><li>Integrate AI features into existing business software platforms and automate workflows for enhanced efficiency.</li><li>Effectively communicate technical concepts and project outcomes to nontechnical audiences.</li><li>Mentor junior developers and support cross-departmental collaboration on digital transformation projects.</li></ul><p><br></p>
<p>Our organization is seeking a Senior Software Developer with advanced expertise in at least one of the following languages: Python, Java, C, C#, C++, Go, or Kotlin. The ideal candidate will possess hands-on experience developing software solutions and integrating AI/ML technologies to deliver real business value. You will contribute to the modernization of our technical infrastructure, participate in cross-functional teams, and lead AI/ML projects.</p><p>Key Responsibilities:</p><ul><li>Design, develop, and maintain robust software applications using Python, Java, C, C#, C++, Go, or Kotlin.</li><li>Collaborate with data engineers, analysts, and business stakeholders to understand requirements and deliver effective AI/ML-powered solutions.</li><li>Build, train, and deploy machine learning models, working with algorithms relevant to our business needs.</li><li>Participate in code reviews and implement best practices for software quality, testing, and automation.</li><li>Modernize legacy codebases and contribute to technical debt reduction through refactoring and adoption of modern design patterns.</li><li>Integrate AI features into existing business software platforms and automate workflows for enhanced efficiency.</li><li>Effectively communicate technical concepts and project outcomes to nontechnical audiences.</li><li>Mentor junior developers and support cross-departmental collaboration on digital transformation projects.</li></ul><p><br></p>
<ul><li>Design, build, and maintain scalable data pipelines and architectures.</li><li>Develop processes for data collection, transformation, and storage to support analytics, reporting, and business intelligence.</li><li>Clean, organize, and validate large volumes of data from various sources.</li><li>Optimize data workflows for performance and reliability.</li><li>Collaborate with data scientists, analysts, and software engineers to meet business data needs.</li><li>Implement security, data governance, and compliance controls.</li><li>Troubleshoot data issues and ensure data consistency and quality.</li></ul><p><br></p>
<p>The Business Analyst will work closely with business units, stakeholders, and technology teams to identify requirements, analyze processes, and develop solutions that align with company goals. You will be instrumental in gathering insights, preparing documentation, and ensuring seamless communication between all parties involved.</p><p> </p><p><strong>Key Responsibilities:</strong></p><ul><li>Collaborate with stakeholders to gather, analyze, and document business requirements.</li><li>Conduct gap analysis to identify areas for process improvement or system enhancement.</li><li>Create clear and concise project documentation, including business requirements documents (BRDs), functional specifications, and user stories.</li><li>Work with cross-functional teams to design and implement solutions that meet business needs.</li><li>Develop process flows, data models, and workflow diagrams to support understanding and development.</li><li>Conduct feasibility studies and prepare cost-benefit analyses for proposed solutions.</li><li>Assist in the testing and validation of systems, ensuring they meet the agreed-upon requirements.</li><li>Provide ongoing support and training to end-users and stakeholders on implemented systems.</li><li>Monitor project progress and provide regular updates to stakeholders.</li><li>Stay updated on industry trends and emerging technologies to recommend innovative solutions.</li></ul><p> </p><p><strong>Required Qualifications:</strong></p><ul><li>Bachelor’s degree in Business Administration, Information Systems, or a related field.</li><li>2-5 years of experience as a Business Analyst or similar role.</li><li>Strong analytical and problem-solving skills with attention to detail.</li><li>Proficiency in creating documentation and diagrams using tools like Visio, Lucidchart, or equivalent.</li><li>Experience with Agile or Waterfall methodologies and tools such as JIRA or Trello.</li><li>Ability to translate business needs into technical requirements and vice versa.</li><li>Strong verbal and written communication skills, with the ability to interact effectively with both technical and non-technical stakeholders.</li></ul><p><br></p>
<p>Our organization is seeking a Mid-Level Application Architect to support the design and implementation of robust, scalable enterprise application solutions. This role focuses on translating business requirements into technical designs, collaborating with cross-functional teams, and ensuring alignment with architecture standards and best practices.</p><p><strong>Key Responsibilities:</strong></p><ul><li>Collaborate with business analysts, developers, and stakeholders to gather and interpret application requirements.</li><li>Design application architecture for web, cloud, and mobile platforms, emphasizing scalability and maintainability.</li><li>Develop and document architectural solutions, including system diagrams, data flow models, and technical specifications.</li><li>Support development teams in application design decisions, code reviews, and troubleshooting technical challenges.</li><li>Integrate applications with third-party APIs, data sources, and enterprise platforms.</li><li>Assist in defining standards for application frameworks, coding, performance tuning, and deployment.</li><li>Ensure compliance with security, governance, and regulatory requirements in all application designs.</li><li>Maintain awareness of emerging technologies and recommend improvements to existing architectures.</li></ul><p><br></p><p><br></p>
<p>We are seeking a highly skilled Microsoft Dynamics ERP Implementation Engineer to lead the deployment, customization, and integration of Microsoft Dynamics ERP solutions. The ideal candidate will ensure successful implementation while aligning system capabilities with business requirements and providing a robust foundation for growth.</p><p><strong>Key Responsibilities:</strong></p><ul><li>Plan, design, and implement Microsoft Dynamics ERP solutions, including Dynamics 365 Finance, Supply Chain Management, Sales, and other modules as required.</li><li>Collaborate with stakeholders to gather business requirements and translate them into technical specifications.</li><li>Configure and customize Dynamics ERP modules to meet organizational needs, ensuring scalability and efficiency.</li><li>Manage data migration processes, including extraction, transformation, and loading (ETL) activities.</li><li>Lead system testing efforts, including unit testing, integration testing, and user acceptance testing (UAT).</li><li>Design and implement integrations with other enterprise systems using tools like Power Platform, Logic Apps, or third-party solutions.</li><li>Provide end-user training and create documentation to support system adoption.</li><li>Troubleshoot and resolve technical issues, ensuring system performance and reliability.</li><li>Stay updated on Microsoft Dynamics ERP updates, enhancements, and best practices.</li><li>Ensure that all implementations comply with project timelines, budgets, and quality standards.</li></ul><p><br></p>
<p>Our organization is seeking a Mid-Level Application Architect to support the design and implementation of robust, scalable enterprise application solutions. This role focuses on translating business requirements into technical designs, collaborating with cross-functional teams, and ensuring alignment with architecture standards and best practices.</p><p><strong>Key Responsibilities:</strong></p><ul><li>Collaborate with business analysts, developers, and stakeholders to gather and interpret application requirements.</li><li>Design application architecture for web, cloud, and mobile platforms, emphasizing scalability and maintainability.</li><li>Develop and document architectural solutions, including system diagrams, data flow models, and technical specifications.</li><li>Support development teams in application design decisions, code reviews, and troubleshooting technical challenges.</li><li>Integrate applications with third-party APIs, data sources, and enterprise platforms.</li><li>Assist in defining standards for application frameworks, coding, performance tuning, and deployment.</li><li>Ensure compliance with security, governance, and regulatory requirements in all application designs.</li><li>Maintain awareness of emerging technologies and recommend improvements to existing architectures.</li></ul><p><br></p>
<p>A Help Desk Analyst with IT Asset Management (ITAM) is responsible for providing first-line technical support to end users while ensuring the effective tracking, inventory, deployment, and lifecycle management of IT assets within the organization. This dual-role position demands a strong focus on customer service, technical troubleshooting, and systematic asset oversight.</p><p><strong>Key Responsibilities:</strong></p><ul><li>Provide Tier 1 (and potentially Tier 2) technical support to end users via phone, email, chat, or ticketing system, resolving hardware, software, and connectivity issues.</li><li>Document, categorize, and resolve incidents and service requests in a timely manner according to established SLAs.</li><li>Maintain and update asset records within the ITAM system, tracking all hardware and software throughout their lifecycle (procurement, deployment, relocation, maintenance, and decommissioning).</li><li>Support on-boarding and off-boarding processes by provisioning and reclaiming equipment/software licenses.</li><li>Collaborate with procurement and IT teams to facilitate hardware/software acquisition, deployment, and disposal processes in compliance with organizational policies.</li><li>Perform periodic audits and physical inventories of IT assets to ensure data accuracy and regulatory compliance.</li><li>Generate reports on asset utilization, inventory status, and incidents as required.</li><li>Educate and assist end users on IT policies, software installations, and best practices for security and compliance.</li><li>Escalate complex technical issues to higher-level support or specialized teams as needed.</li></ul><p><br></p>
<p>The IT Project Manager will own delivery of large-scale, complex technology projects (application development, cloud migrations, platform modernizations, enterprise integrations) from inception through production rollout. You will drive clarity, alignment, and execution across engineering, product, security, and business teams while keeping scope, budget, and timelines under control.</p><p> </p><p>Key Responsibilities:</p><ul><li>Lead planning and execution of large, multi-quarter IT projects or concurrent complex initiatives</li><li>Define and lock project scope, objectives, milestones, deliverables, and success criteria in collaboration with stakeholders</li><li>Build and maintain detailed project schedules, resource plans, and RAID (risks, actions, issues, decisions) logs</li><li>Facilitate cross-functional alignment: run stand-ups, steering committees, and workshops with developers, architects, analysts, security, QA, and business sponsors</li><li>Proactively identify, mitigate, and escalate risks and dependencies</li><li>Own project financials: create budgets, track spend, manage POs/change orders, and deliver within approved funding</li><li>Implement and tailor project management frameworks (Agile, Scrum, Kanban, or hybrid) to fit team and project needs</li><li>Produce clear status reporting (executive dashboards, burndowns, milestone reviews) for leadership and stakeholders</li><li>Drive retrospectives and continuous improvement of delivery processes</li><li>Ensure compliance, security, and governance gates are met without slowing velocity</li></ul><p> </p><p>Required Qualifications:</p><ul><li>Bachelor’s degree in Business, Computer Science, or equivalent experience</li><li>5–10+ years of IT project management experience delivering complex software/development projects</li><li>Proven track record managing budgets ≥ $1M and teams of 15+ (developers, analysts, QA, DevOps)</li><li>Expert with project management tools (Jira, Jira Align, MS Project, Asana, Smartsheet, Monday.com)</li><li>Strong facilitation and conflict-resolution skills across technical and non-technical audiences</li><li>Solid understanding of software development life cycles (SDLC), Agile ceremonies, and modern delivery practices</li><li>Experience managing scope creep, change requests, and stakeholder expectations</li><li>Formal certification: PMP, PMI-ACP, Scrum Master (CSM/PSM), or equivalent</li></ul><p><br></p>
