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ASSOCIATE VICE PRESIDENT FOR COLLEGE ADVANCEMENT & PUBLIC RELATIONS Executive Profile I've worked in higher education administration for 7 years, predominately in advancement and public relations at both the university and community college level. In addition, I've taught or authored over 20 unique...
PUBLIC-RELATIONS
ACCOUNTANT Summary Flexible bookkeeper/ accountant who adapts seamlessly to constantly evolving accounting processes and technologies. Highlights Account reconciliations Accounts Payable/Receivable Complex problem solving Bank reconciliations Creative Problem Solving Budge...
ACCOUNTANT
FINANCE DIRECTOR Summary Finance Director with experience in strategic planning, budgeting and accounting. Highlights Data trending Motivated Professional Process implementation Process implementation Staff leadership and development Experience Company Name ...
FINANCE
OPERATIONS MANAGER Skills Human Resources (4 years), Microsoft Office (6 years), Community Outreach (3 years), Community Relations (1 year), Sales (7 years), Strategic Planning (2 years) Experience 07/2016 to 12/2016 Operations Manager Company Name - City , S...
FITNESS
LEAD INTERACTION DESIGNER Summary Senior UX/UI Designer Profile: Tim has been involved in user centered design for over 20 years, with a focus on human factors and usability. He has worked on a wide variety of projects focusing on improvement of functionality and performance. He is an expert with Heu...
DESIGNER
CONSTRUCTION WORKER Highlights Highly Motivated. Dependable. Ethical and honest. Dedicated. Hard working. Experience Company Name May 2014 to May 2014 Construction Worker City , State I performed demolition work by taking down the rooms, cleani...
CONSTRUCTION
PUBLIC RELATIONS INTERN Summary Public relations and digital media intern with more than 5 years of experience working for leading agencies Weber Shadwick, Golin Harris and Latina PR *Strong experience working across multiple cross-office teams based in different continents *Versatile professional wi...
DIGITAL-MEDIA
SALES Summary Dedicated security enforcement professional with more than 5 years managing security teams and 20 years protecting professional environments. Personable leader who comfortably interacts with people from diverse cultures and backgrounds. Highlights CPR and Child CPR Tra...
SALES
MECHANICAL ENGINEERING INTERN Summary Highly motivated mechanical engineering student (EIT) interested in pursuing an engaging position in the corporate setting to implement skills honed through years of engineering background. A dedicated student with problem-solving, leadership, and communication ...
ENGINEERING
CONSTRUCTION INSPECTOR Professional Summary Result-Driven Certified Construction Manager in Training with over 2 years of significant and progressive experience in construction industry. Proven track record in ensuring project deliverables are brought to market in a timely manner. *Strong team lea...
CONSTRUCTION
YOUTH ADVOCATE Professional Summary Motivated, enthusiastic, responsible and goal-oriented young educator seeking new opportunities in education and educational background of Psychology and Sociology. Personal and empathetic, with great sense of humor and the ability to bring out the best in others. ...
ADVOCATE
STAFF ACCOUNTANT Summary Professional accountant with an outstanding work ethic and integrity seeking to make a valuable contribution utilizing strong analytical, organizational, communication, and computer skills. Summa Cum Laude graduate with BBA in Accounting *Eight years of accounting experien...
ACCOUNTANT
SALES TEAM Executive Summary Results-focused management professional offering 25 years of progressive leadership experience. Transforms high-potential staff into outstanding leaders who demonstrates the creativity and savvy that is critical to financial and operational success. Core Qualificati...
SALES
MATERIAL CONTROL SPECIALIST Summary Accomplished professional with 12 years of experience within the field of Logistics and 9 years of experience in Organizational Leadership. Expert at managing supply support, transportation, inventory control, purchasing, and distribution. Effective in customer ser...
AVIATION
FINANCIAL ACCOUNTANT Summary CPA Financial Accountant specializing in financial reporting and analysis. Successful at managing multiple licensing and royalty reporting with international corporations, such as Disney, Warner Brothers and LEGO. Highlights Tertiary qualified:    ​ I...
ACCOUNTANT
AVIATION MAINTENANCE EGRESS LEADING PETTY OFFICER LEADING PETTY OFFICER Summary To obtain a position that will utilize my unique technical and management skills acquired during my military career. Maintains an Active Government Secret Security Clearance Expert in Aviation Environmental Control and...
AVIATION
ASSOCIATE CLAIM PROCESSOR/MEMBER SERVICE ADVOCATE Summary After 29 years' of working in an industry that puts people at the forefront of their business, I have a proven track record of building and maintaining relationships and an impeccable customer service background. My objective is to ...
ADVOCATE
FINANCE MANAGER Summary Ability to communicate effectively to customers, management and staff. Establish rapport with clients from diverse socio-economic and ethnic backgrounds. Ability to deal with crisis in a calm, professional manner. Highlights Team leadership Accomplished in relati...
FINANCE
CHEF ASSISTANT Core Qualifications MS Word (advance), MS Excel (intermediate), PowerPoint (intermediate), Mac OS Education and Training May 2017 Bachelor of Science : Hospitality and Tourism Management Uni versity of Massachusetts - City , State Hospitality a...
CHEF
HR DIRECTOR/ADMINISTRATOR Executive Profile A self-motivated individual with over 20 years' experience successfully managing a myriad of diverse enterprises. Major strengths include the ability to rapidly set-up, organize, and oversee new offices, provide expert document control, excellent meetin...
HR
STAFF ACCOUNTANT Summary Skilled Accountant successful at managing multiple projects and consistently meeting deadlines under pressure. Extensive knowledge of accounting software and processes. Additional ba ckground in payroll, employee management, hiring, training and benefits. Highly detail-orient...
ACCOUNTANT
BUSINESS DEVELOPMENT MANAGER Professional Profile Highly qualified, detail-oriented and hardworking Manager with more than 15 years of experience. Proficient in research, writing, case management and client relations. Expert computing and technology skills including competence in multiple software ap...
BUSINESS-DEVELOPMENT
CORPORATE PROCESS/SYSTEMS ENGINEERING MANAGER Executive Summary High-energy Engineering Manager driven to cut company costs and boost company revenue through innovative management techniques. Organized and diligent, with excellent written, oral and interpersonal communication skills. Results-focu...
ENGINEERING
CUSTOMER SERVICE ADVOCATE II Summary Qualified Lead Customer Service Representative with 16 + years in fast-paced customer service utility office environment and Affordable Care Reform. Personable and professional under pressure. At the utility company I was responsible for the day in and day out...
ADVOCATE
BUSINESS DEVELOPMENT MANAGER Summary Accomplished top performing professional with proven success in directing, leading and managing projects and campaigns from concept through completion. Intensely focused on partnering to ensure client/customer satisfaction consistently exceeds expectations. Creati...
BUSINESS-DEVELOPMENT
ACCOUNTANT Summary General accounting procedures ***Accounts Payables * Costing ** Billing & Accounts Receivables * Cash Management * Bank Reconciliation ***Payroll Management * Finalisation of accounts up to Balance Sheet * Accounting Reports Management * Knowledge of L/C Documentation * Admin & ...
ACCOUNTANT
BUSINESS DEVELOPMENT & DIGITAL MEDIA MARKETING SPECIALIST Summary A self-starter and dynamic professional with over nine years of sales, marketing and customer service experience. Key strengths include critical thinking, creativity in developing new sales strategies, resourceful problem solving and ...
DIGITAL-MEDIA
ASSISTANT TEACHER Career Focus I am looking into changing careers and establishing a career.  I have had a wide variety of jobs including summer camp counselor, fitness instructor, visitation specialist, child care, delivery driving, coach, and disaster specialist.  I am looking for a full-time positi...
TEACHER
PATIENT CARE TECHNICIAN Professional Summary Proficient and caring Nursing team member offering over 6 years of patient-facing experience. Adept at addressing patient needs with compassionate care and attention to detail. Diligent about maximizing satisfaction, safety and wellness while serving pat...
HEALTHCARE
DIGITAL MARKETING LEAD Summary Digital marketing professional with experience in sales, marketing and management. Knowledgeable about e-commerce, social media and creative digital design. Highlights Digital advertising Advertising Customer service-oriented Excellent written and verb...
FITNESS
SALES CLERK Summary Conscientious, enthusiastic and outgoing Retail Sales Associate with more than 2 years in the retail industry. Areas of expertise include sales, building positive customer relations with new and existing customers, and inventory management. Reliable team player and strong communi...
SALES
End of preview. Expand in Data Studio

This data set was created from dddfff444/Resume-Screening-Dataset with the following manipulations:

Removed the personal Header lines Removed the unuseful Footer Lines Mapped the give 45 roles down to 15 resume categories Lower cased the data Balanced out the count of Resumes in each Category to the range: 722 -> 821

The balancing step dropped categories with < 722 entries, resulting in 9 remaining categories.

Role to Category mapping was done as follows:

role_to_category = { 'Database Administrator': 'Admin', 'System Administrator': 'Admin', 'Business Analyst': 'Analyst', 'Cybersecurity Analyst': 'Analyst', 'data analyst': 'Analyst', 'Data Analyst': 'Analyst', 'UX Designer': 'UI/UX Designer/Engineer', 'ui designer': 'UI/UX Designer/Engineer', 'UI Designer': 'UI/UX Designer/Engineer', 'ui engineer': 'UI/UX Designer/Engineer', 'UI Engineer': 'UI/UX Designer/Engineer', 'UI/UX Designer': 'UI/UX Designer/Engineer', 'Human Resources Specialist': 'HR', 'HR Specialist': 'HR', 'Product Manager': 'Manager', 'Project Manager': 'Manager', 'product manager': 'Manager', 'Data Scientist': 'Scientist / Researcher', 'data scientist': 'Scientist / Researcher', 'Software Developer': 'General SW Dev/Eng', 'software engineer': 'General SW Dev/Eng', 'Software Engineer': 'General SW Dev/Eng', 'AI Researcher': 'AI / ML', 'Machine Learning Engineer': 'AI / ML', 'AI Engineer': 'AI / ML', 'Data Engineer': 'Data Engineer', 'data engineer': 'Data Engineer', 'E-commerce Specialist': 'Marketing', 'Digital Marketing Specialist': 'Marketing', 'Content Writer': 'Marketing', 'Graphic Designer': 'Marketing', 'Cloud Architect': 'Architect', 'Data Architect': 'Architect', 'Game Developer': 'End User App Developer', 'Mobile App Developer': 'End User App Developer', 'AR/VR Developer': 'End User App Developer', 'IT Support Specialist': 'IT', 'Cybersecurity Specialist': 'IT', 'Network Engineer': 'IT', 'Cloud Engineer': 'Specific SW Dev/Eng', 'Robotics Engineer': 'Specific SW Dev/Eng', 'Full Stack Developer': 'Specific SW Dev/Eng', 'Blockchain Developer': 'Specific SW Dev/Eng', 'QA Engineer': 'Engineering Support', 'DevOps Engineer': 'Engineering Support' }

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