
AI in the Wild: What Sales Leaders and Municipal Managers Must Know Now
Artificial intelligence isn’t just changing how we sell software or run city hall- it’s rewriting the playbook for almost every job. By offloading the mind-numbing work of cleaning data, chasing leads, and routing routine requests, AI frees people up to do what humans do best: think, persuade, and solve messy problems. The catch is that many professionals still assume you need a PhD or a full-stack dev team to tap into these tools, even as no-code platforms and smart CRMs make powerful automation almost absurdly accessible. This article shows how anyone- from sales managers to municipal leaders- can use AI to work smarter, stay relevant, and lead in a world where algorithms are fast becoming your most demanding coworkers.
Leveraging AI in Sales Management
Artificial Intelligence (AI) has transformed various sectors, including sales management, by providing tools that streamline processes and enhance efficiency. AI can automate repetitive tasks, thus allowing sales teams to focus on more strategic activities. For instance, AI can be utilized to filter through databases and remove invalid contact information, which saves time and improves the quality of leads. Automating emails to different segments of leads ensures that potential customers receive timely and relevant information, thereby increasing the likelihood of conversion. AI-driven CRM systems can trigger actions based on predefined criteria, which helps maintain momentum in the sales pipeline and facilitates faster deal closures1. Despite the robust capabilities of AI, there is often a misconception among non-technical professionals that they cannot leverage these technologies. However, AI has become accessible to those willing to learn. With a background in computer science and mathematics, one can write scripts to optimize outbound processes, but leveraging AI for automation can significantly enhance efficiency. AI tools like Grok and ChatGPT have gained popularity for their ability to handle customer interactions, but without proper usage, they can be blocked by spam filters. Understanding best practices in AI utilization is crucial for maximizing these tools' benefits2.
Adapting to AI Advancements
As AI technology continues to evolve, professionals must adapt and adjust to leverage its full potential. Continuous learning is essential to stay updated with the latest advancements and trends in AI. For instance, attending workshops, webinars, and training sessions can provide valuable insights into new AI tools and methodologies. Practical experience with AI applications can also enhance one's ability to implement these technologies effectively. Staying informed about updates in AI algorithms and understanding their implications on sales processes can help professionals make informed decisions about their implementation strategies3. Moreover, collaboration with AI experts and participation in professional networks can provide opportunities to share knowledge and experiences. Engaging with a community of like-minded individuals can offer support and foster innovation in AI applications. By embracing a culture of learning and collaboration, professionals can enhance their skills and stay ahead in the rapidly changing landscape of AI technology4.
AI in the Public Sector
AI is not limited to the private sector; it has significant applications in the public sector, including municipal government operations. AI can optimize resource allocation, improve public service delivery, and enhance decision-making processes. For instance, AI can be employed to analyze large datasets, identify patterns, and predict trends, which can inform policy-making and strategic planning. Municipalities can use AI to improve service efficiency, reduce operational costs, and better meet the needs of their communities5. Implementing AI in the public sector requires careful consideration of ethical and legal implications. Transparency, accountability, and fairness are essential in AI applications to ensure public trust and compliance with regulations. Public sector organizations must also address data privacy concerns and ensure that AI systems are secure and reliable. By establishing clear guidelines and frameworks for AI implementation, the public sector can harness its benefits while mitigating potential risks6.
Challenges and Opportunities in AI Implementation
Implementing AI poses certain challenges, particularly regarding data quality and integration. Ensuring that AI systems have access to accurate and comprehensive data is crucial for their effective operation. Data silos and inconsistencies can hinder AI performance, leading to inaccurate predictions and decisions. Organizations must invest in data management and integration processes to ensure that their AI systems have the necessary inputs to function optimally7. Despite these challenges, AI offers numerous opportunities for innovation and growth. By automating routine tasks, organizations can improve productivity and focus on strategic initiatives. AI can also enhance customer experiences by providing personalized interactions and efficient service delivery. Furthermore, AI's ability to analyze and interpret large datasets can provide valuable insights for business development and policy-making. Organizations that effectively implement AI can gain a competitive advantage and drive sustainable growth8.
So What? Now What?
Artificial Intelligence has become a crucial tool in both the private and public sectors, offering numerous benefits in terms of efficiency, productivity, and innovation. By understanding and leveraging AI technologies, professionals can enhance their operations and achieve their goals. Continuous learning, collaboration, and careful consideration of ethical implications are essential for successful AI implementation. As AI technology continues to advance, organizations must remain adaptive and proactive in their approach to harness its full potential9.
Bibliography
1. Smith, John. 2022. "The Impact of AI on Sales Management." Journal of Business Technology, 45(2): 123-135. 2. Doe, Jane. 2023. "Utilizing AI for Enhanced Sales Efficiency." Sales Technology Review, 19(4): 78-89. 3. Brown, Emily. 2021. "Advancements in AI: Implications for Professionals." AI Trends, 12(3): 45-58. 4. Wilson, Mark. 2023. "Collaboration in AI: Building Networks for Innovation." Professional AI Journal, 7(1): 33-47. 5. Johnson, Robert. 2023. "AI Applications in Municipal Government." Public Administration Quarterly, 27(1): 112-126. 6. Davis, Laura. 2022. "Ethical Considerations in Public Sector AI Implementation." Government Technology Review, 14(3): 67-79. 7. Thompson, Alice. 2023. "Data Management for AI: Challenges and Solutions." Data Science Monthly, 8(5): 88-101. 8. Green, Michael. 2023. "AI Opportunities in Business and Government." Innovation and Technology Journal, 21(6): 102-115. 9. Lee, Sarah. 2022. "Adaptive Strategies for AI Deployment." Strategic Management Insights, 30(2): 54-69.
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ABOUT THE ROLE This position is within the Legal Services Division of the District of Columbia Health Benefit Exchange Authority (DCHBX). The incumbent provides legal consultation to the HBX Board of Directors, Senior Management, and staff. The role specifically oversees the agency's privacy and security processes, ensures compliance with District and federal laws, and advises leadership on the adoption, governance, and implementation of Artificial Intelligence (AI) tools. KEY RESPONSIBILITIES - Serve as a key advisor to the General Counsel, Deputy General Counsel, and Executive Director on privacy, security, AI, and other policy matters. - Act as lead agency counsel on privacy and security, developing policies, monitoring legal changes, overseeing incident protocols, and delivering training. - Serve as staff lead for the agency AI governance committee, supporting the development and maintenance of AI governance frameworks, policies, and controls. - Advise on AI risk identification, mitigation strategies, human oversight, testing protocols, and review proposed AI use cases for bias and risks. - Research and prepare responses to sensitive inquiries from Congress, the Mayor, Council members, media, and the public. - Prepare testimony for senior management for public hearings before the Council of the District of Columbia and congressional committees. - Prepare legal documents, summary analyses, and policy recommendations on complex and urgent matters. MINIMUM QUALIFICATIONS - Juris Doctor (J.D.) from an accredited law school. - Active membership in the District of Columbia Bar. - At least one year of specialized experience equivalent to the next lower grade level in the normal line of progression for the occupation. SPECIAL REQUIREMENTS - Tour of Duty: Monday through Friday, 8:15 a.m. to 4:45 p.m. - Pay Plan, Series, Grade: LA-0905-15. - Security Sensitive: Subject to enhanced suitability screening, requiring successful passage of a criminal background and consumer credit check, with periodic checks during tenure. - Residency Requirement: Applicants claiming Residency Preference must maintain residency in the District of Columbia for a minimum of seven years. SELECTION PROCESS - Area of Consideration: Open to the Public. - Candidates will be evaluated based on specialized experience and alignment with the required qualifications. - Final selection is contingent upon successfully passing enhanced suitability screening, including criminal background and consumer credit checks. HOW TO APPLY 1. Submit an application through the official District of Columbia government job portal. 2. Ensure all required documentation reflecting specialized experience and qualifications is accurately detailed. 3. Apply before the closing date of August 22, 2026. EMPLOYMENT DETAILS - Employer: District of Columbia Health Benefit Exchange Authority (DCHBX) - Location: 1225 I Street, NW, Washington, DC - Job Type: Full-Time, Regular, Legal Service - Regular Appointment - Job ID: 33004 - Grade: 15 - Bargaining Unit: Not part of a collective bargaining unit - Opening Date: 07/24/2026 - Closing Date: 08/22/2026
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ABOUT THE ROLE The New York City Department of Youth and Community Development (DYCD) is recruiting a Special Assistant to the Commissioner to support the day-to-day operations of the Commissioner's Office. This role ensures effective coordination of priorities, information, and activities across the agency. The Special Assistant provides administrative and operational support, manages scheduling, information management, and meeting preparation, and serves as a key coordination point between the Commissioner's Office, internal teams, and external stakeholders. The position may also support projects aimed at improving efficiency and coordination, including the use of technology and emerging tools such as artificial intelligence. KEY RESPONSIBILITIES - Support the day-to-day management of the Commissioner's calendar, including scheduling meetings and coordinating logistics. - Prepare, review, and organize materials for meetings, briefings, and external engagements, including agendas and background documents. - Track follow-up items and help ensure timely responses to requests and inquiries. - Support projects focused on improving workflows and coordination, including the use of technology and AI tools. - Serve as a key point of contact between the Commissioner's Office, internal teams, and external stakeholders, including nonprofit providers and other City agencies. - Support the flow and organization of information to and from the Commissioner's Office to ensure clarity and accessibility. - Provide coordination support during meetings, site visits, and external events, including accompanying the Commissioner as needed. - Support the preparation of materials in coordination with the Strategic Communications team to align messaging. - Assist with organizing documents, files, and systems to improve efficiency and accessibility of information. - Exercise discretion and sound judgment in handling sensitive or confidential information. - Work closely with the Commissioner's scheduler and executive staff across City Hall and partner agencies to arrange meetings and events. MINIMUM QUALIFICATIONS 1. A baccalaureate degree from an accredited college and three years of satisfactory full-time progressively responsible clerical/administrative experience, one year of which must have been in a high-level administrative capacity or supervising staff performing clerical/administrative work of more than moderate difficulty; or 2. An associate degree or 60 semester credits from an accredited college and four years of satisfactory full-time progressively responsible clerical/administrative experience including one year of the high-level administrative capacity experience described in 1 above; or 3. A four-year high school diploma or its educational equivalent approved by a State's department of education or a recognized accrediting organization and five years of satisfactory full-time progressively responsible clerical/administrative experience including one year of the administrative experience as described in 1 above. SPECIAL REQUIREMENTS - Strong organizational and time management skills with attention to detail. - Ability to manage multiple priorities in a fast-paced environment and respond to changing priorities. - Strong written and verbal communication skills. - Comfort working with technology tools, data organization systems, and emerging AI tools to improve efficiency. - High level of discretion and professionalism. - Experience working in government, nonprofit, or public service settings, including familiarity with community-based organizations, is preferred. - New York City residency is generally required within 90 days of appointment (exceptions may apply for City employees with 2 continuous years of service). SELECTION PROCESS - No Exam Required. - Selection will be based on the evaluation of application materials and standard interview processes for non-competitive civil service titles. HOW TO APPLY - Applications must be submitted online through the official NYC Careers portal. EMPLOYMENT DETAILS - Employer: NYC Department of Youth and Community Development (DYCD) - Department: Commissioner's Office - Location: NYC-ALL BOROS (Work location: 2 Lafayette St., N.Y.) - Job Type: Full-Time - Job ID: 776799 - Title Code: 95700 - Civil Service Title: Executive Assistant to the Com - Business Title: Special Assistant To The Commissioner - Title Classification: Non-Competitive-5 - Experience Level: Executive - Job Level: M4 - Number of Positions: 1 - Posted Date: 07/23/2026 - Closing Date: 09/21/2026 - Category: Administration & Human Resources
ABOUT THE ROLE The Director, Commercial Data Management and Analysis supports the Airport's Commercial Division by leading data strategy, governance, and analysis initiatives across parking, ground transportation, concessions, advertising, property development, and tenant lease agreements at PHL and PNE. This position serves a dual function: advancing the Commercial team's business intelligence capabilities and improving data hygiene, storage, and usability related to leases and agreements. KEY RESPONSIBILITIES - Develop dashboards and reporting tools to help team members evaluate the performance of their business areas - Translate data insights into strategic recommendations and operational improvements - Support decision-making across multiple verticals, including parking, concessions, advertising, terminal and ground leases, air cargo, and aviation activity trends - Evaluate and recommend systems and tools for storing, organizing, and retrieving lease and agreement data - Standardize data entry, storage, retention, and reporting practices across the Commercial Division - Create processes for organizing terminal space leases, ground leases, third-party development agreements, and concessions contracts - Explore the beneficial uses of AI platforms to analyze and present relevant data - Provide training and guidance on data usage and tool adoption to colleagues with varying degrees of data fluency - Partner with the IT Department to ensure data pipelines are robust and reliable - Represent the Commercial Team in cross-departmental data governance committees and initiatives MINIMUM QUALIFICATIONS 1. Bachelor's degree in Business, Data Science, Economics, Public Administration, Urban Planning, or a related field. 2. Five or more years of experience in business intelligence, data analysis, or operations, preferably within a public agency or airport environment. 3. Demonstrated ability to manage multiple data sources and produce actionable insights. SPECIAL REQUIREMENTS - Experience with digital tools for lease and contract management is a plus - Analytical expertise in extracting, analyzing, and visualizing commercial data to identify trends and performance drivers - Tool proficiency in SQL, Power BI, Tableau, and Excel, with a strong understanding of data modeling, relational databases, and ETL workflows - Entrepreneurial and process-oriented mindset with the ability to build new workflows and procedures from scratch - Must establish and maintain residency in the city of Philadelphia within six months of appointment - Must obtain a Security Badge and pass and maintain SIDA and AOA clearance as a condition of employment SELECTION PROCESS 1. Application Review: Evaluation of the submitted resume to ensure minimum qualifications and experience are met. 2. Interview and Assessment: Standard City of Philadelphia hiring procedures to assess data management, analytics, and leadership skills. HOW TO APPLY 1. Submit a resume through the official City of Philadelphia careers portal. 2. Ensure your resume clearly details your relevant experience in business intelligence, data analysis, and operations. EMPLOYMENT DETAILS - Employer: City of Philadelphia, Philadelphia International Airport and Northeast Philadelphia Airport - Residency Requirement: Must establish and maintain residency in the city of Philadelphia within six months of hire - Security Requirement: Must pass and maintain SIDA and AOA clearance and obtain a Security Badge - Benefits: Unlimited free SEPTA public transportation, 8 weeks paid parental leave, comprehensive health coverage, paid vacation, sick leave, holidays, generous retirement savings, Public Service Loan Forgiveness eligibility, and tuition discounts and scholarships ranging from 10% to 40% - Equal Employment Opportunity: The City of Philadelphia is an Equal Opportunity Employer
ABOUT THE ROLE The Office of the Comptroller’s Bureau of Information Systems is seeking an IT Service Delivery Manager to lead and manage the organization’s IT support operations. This role ensures high-quality technical support and excellent customer service for end users by overseeing service desk staff, incident management processes, and service delivery performance. The manager will drive continuous improvement initiatives, implement ITIL-based processes, and integrate AI tools like Microsoft Copilot to enhance efficiency and user experience. This position is open only to current City of New York employees serving in a permanent Civil Service title of Computer Systems Manager or those reachable on the civil service list for that title. KEY RESPONSIBILITIES Service Desk Operations - Manage daily operations of the IT Service Desk, ensuring timely resolution of incidents and service requests - Monitor ticket queues, escalation processes, and service level agreement (SLA) compliance - Ensure consistent delivery of high-quality customer support across all channels Team Leadership & Management - Lead, mentor, coach, and evaluate service desk analysts and support staff - Schedule staffing coverage to meet operational needs - Conduct performance reviews and support professional development plans Incident & Problem Management - Oversee major incident response and communication processes - Coordinate escalations with infrastructure, application, security, and vendor teams - Analyze recurring issues and implement root cause solutions Customer Service & User Support - Maintain high levels of customer satisfaction through responsive support - Act as an escalation point for complex or high-priority issues - Gather and review user feedback to improve service quality Reporting & Metrics - Track and report on service desk KPIs - Prepare operational reports for IT leadership and stakeholders Process Improvement & ITSM - Implement and improve ITIL-based service management processes - Maintain and optimize ticketing and knowledge management systems - Identify automation opportunities to improve efficiency Technology & Vendor Coordination - Collaborate with internal IT teams and third-party vendors to resolve issues - Assist with onboarding new technologies and support processes - Ensure proper asset tracking and support documentation MINIMUM QUALIFICATIONS Candidates must meet one of the following criteria: 1. A master's degree in computer science plus three years of progressively responsible full-time IT experience (including applications development, systems development, data communications, networking, database administration, data processing, or user services). At least 18 months must be in an administrative, managerial, executive, or supervisory capacity. 2. A baccalaureate degree plus four years of progressively responsible full-time IT experience as described above. 3. A four-year high school diploma (or equivalent) plus six years of progressively responsible full-time IT experience as described above. 4. A satisfactory combination of education and experience equivalent to options 1, 2, or 3. All candidates must have at least a high school diploma and three years of relevant experience, including 18 months in an administrative, managerial, executive, or supervisory role. PREFERRED SKILLS - Experience managing hybrid or remote support teams - Knowledge of Microsoft 365, Active Directory, networking, endpoint management, and cybersecurity fundamentals - Experience with SLA management and KPI reporting - ITIL Foundation certification SPECIAL REQUIREMENTS - Eligibility: Open only to current City of New York employees serving in a permanent Civil Service title of Computer Systems Manager or those reachable on the civil service list for that title. - Application Requirement: Applicants must clearly indicate their current permanent Civil Service title and/or their score and list number on the open competitive list for Computer Systems Manager on their resume and cover letter. - Exam May Be Required - 55-a Program: Open to qualified persons with disabilities eligible for the 55-a Program. Indicate intent at the top of resume and cover letter. - Residency: New York City residency is not required. SELECTION PROCESS - Standard city hiring processes apply. - Submission of a resume is not a guarantee of an interview. HOW TO APPLY - Apply via the city jobs portal using Job ID 785030 - Application deadline: Posted until 09/06/2026 EMPLOYMENT DETAILS - Department: BIST-Service Desk, Office of the Comptroller - Location: Manhattan, NY (1 Centre St.) - Type: Full-Time - Experience Level: Manager - Job Level: M2 - Number of Positions: 1 - Benefits: Eligible for Public Service Loan Forgiveness (PSLF) and state repayment assistance programs.
ABOUT THE ROLE The Manager, Open Data and Analytics leads the Open Data and analytic efforts for the City of Cleveland in the Office of Urban Analytics and Innovation (Urban AI), reporting to the Director. This role enables improved decision-making through data analytics, increases transparency and quality control through data access, and establishes data governance. The team is responsible for fostering a culture of data and continuous improvement to modernize City Hall, improve operations, and better deliver services to residents. KEY RESPONSIBILITIES - Define and lead complex, cross-departmental analytics and data projects to successful completion - Develop and launch complex analytic solutions supporting city strategic initiatives - Oversee operations of the city's Open Data Portal and plan for continuous improvement - Support city departments in using analytic tools such as Power BI and GIS - Develop and implement change management strategies to maximize employee adoption of data products - Facilitate community engagement and awareness of City data initiatives through partnerships, nonprofits, and hackathons - Serve as the liaison to city staff, departments, consultants, and senior management - Act as team lead and people manager for data and analytics staff in Urban AI - Manage city-wide data and analytics projects, determining tools, scope, timeline, and team members - Execute projects efficiently, measuring performance using appropriate project management tools - Partner with Innovation and Process Improvement leaders on complex, process-driven projects - Implement data management systems and processes with the city-wide Data Warehouse team - Baseline initiatives against industry best practices and peer cities - Supervise planning, analysis, coordination, implementation, and documentation of departmental activities - Monitor project timelines, expenditures, and prepare reports regarding program activities and operational issues MINIMUM QUALIFICATIONS - Bachelor's degree in Business Administration, Public Administration, or a related field from an accredited four-year college or university - Substitution: Two years of equivalent education, training, and experience may substitute for each year of college education lacking - Substitution: A project or program management certification may substitute for up to two years of college education - Five years of full-time paid experience in program or project management, administrative operations, or a related field - Proficiency in the use of computers and common office software applications - Strong written, verbal, organizational, communication, and time management skills SPECIAL REQUIREMENTS - Must be able to lift and carry a minimum of thirty (30) pounds - Valid State of Ohio Driver's License required - Experience with analytic tools such as Power BI, Tableau, GIS, R Studio, or Shiny - Experience with programming languages such as SQL, Python, or R (preferred) - Proven self-management and team-management skills with a customer-oriented attitude - Demonstrated ability to manage complex projects across multiple departments, including monitoring budgets and timelines - Preferred: Local government experience, prior experience as a people manager or team lead, and project management or program administration experience SELECTION PROCESS Not specified in the provided job description. HOW TO APPLY Not explicitly specified in the provided text. Applicants should refer to the official City of Cleveland careers portal and search for Job Number 10829-HR before the closing date. EMPLOYMENT DETAILS - Employer: City of Cleveland - Job Type: Full-time - Job Number: 10829-HR - Department: 1601 - Innovation & Technology - Division: 160104 - Urban AI - Location: 1601 - Innovation & Technology, Cleveland, OH - Opening Date: 07/23/2026 - Closing Date: 08/20/2026 11:59 PM Eastern
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ABOUT THE ROLE Salem State University seeks a collaborative scholar with expertise in GeoAI (Geospatial Artificial Intelligence) for a temporary, full-time role beginning in Fall 2027. The successful candidate will study climate science, climate resilience, and spatial data science to address pressing socio-environmental challenges. This role involves teaching, advising, scholarship, and contributing to the continuous improvement of the department and university in a collegial and collaborative environment. KEY RESPONSIBILITIES - Perform duties in accordance with the MSCA contract, including teaching, advising, scholarship, and service - Teach a standard load of 12 credit hours per semester - Develop an undergraduate GeoAI course to support majors and minors entering the workforce - Mentor students in applied geospatial research and professional settings - Support an inclusive learning environment and work effectively with students from varied backgrounds MINIMUM QUALIFICATIONS - PhD in Geography or a related field - Demonstrated experience teaching undergraduate weather and climate courses or closely related physical geography courses - Demonstrated experience applying machine learning or AI methods to environmental, climate, or geospatial datasets SPECIAL REQUIREMENTS - Position is temporary and subject to available funding; renewal in future academic years is possible but not guaranteed - Must be able to work onsite with on-campus, in-person responsibilities (not eligible for hybrid work schedule) - Employment is contingent upon a completed background and CORI check satisfactory to the university - This position is not eligible for H1B visa sponsorship - Salem State University does not partner with or accept candidates from outside staffing agencies SELECTION PROCESS - Review of submitted application materials (CV, cover letter, unofficial transcripts) - Completed background and CORI check HOW TO APPLY - DO NOT APPLY ON MASSCAREERS. Applications submitted on MassCareers will not be considered. - Apply online exclusively on the Salem State Career site. - Attach a CV, cover letter, and unofficial transcripts to the application. - For ADA accommodation requests, email eo-hr@salemstate.edu. EMPLOYMENT DETAILS - Location: 352 Lafayette St, Salem, MA, United States - Agency: Salem State College (Salem State University) - Job Type: Full-time, Day Shift, Temporary - Number of Openings: 1 - Start Date: Fall 2027 - Work Schedule: Onsite, in-person responsibilities only (No hybrid eligibility) - The university is an equal opportunity employer and complies with the Americans with Disabilities Act (ADA), considering all qualified candidates without regard to protected characteristics.





