Answer To: accounting.txt -- -- Compose analyses for income statements and monthly balance sheets for...
Vicky answered on Feb 24 2021
{
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{
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"source": [
"import re\n",
"from gensim.models import Word2Vec \n",
"from nltk.corpus import stopwords \n",
"from sklearn.feature_extraction.text import TfidfVectorizer"
]
},
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"data": {
"text/plain": [
"['budgeting',\n",
" 'cissp',\n",
" 'process management',\n",
" 'accounts payable',\n",
" 'positioning',\n",
" 'seo',\n",
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" 'answering phones',\n",
" 'data gathering',\n",
" 'comptia security+',\n",
" 'provide reports',\n",
" 'analyze data',\n",
" 'problem management system',\n",
" 'windows 7',\n",
" 'online documentation',\n",
" 'supplier management',\n",
" 'needs assessments',\n",
" 'adult learning',\n",
" 'technical standards',\n",
" 'os',\n",
" 'iphone',\n",
" 'cms',\n",
" 'financial support',\n",
" 'management control',\n",
" 'radius',\n",
" 'business stakeholders',\n",
" 'talent development',\n",
" 'enterprise reporting',\n",
" 'openstack',\n",
" 'financial products',\n",
" 'tcp/ip',\n",
" 'erp applications',\n",
" 'l3',\n",
" 'system development',\n",
" 'data center',\n",
" 'hospice',\n",
" 'microsoft project',\n",
" 'copying',\n",
" 'lan/wan',\n",
" 'greets',\n",
" 'load balancer',\n",
" 'data analytics',\n",
" 'datacenter',\n",
" 'facility management',\n",
" 'windows server 2008',\n",
" 'soldering',\n",
" 'supervising',\n",
" 'external audiences',\n",
" 'service levels',\n",
" 'community services',\n",
" 'corporate finance',\n",
" 'perl',\n",
" 'electronic test equipment',\n",
" 'ssl',\n",
" 'management contracts',\n",
" 'cash transactions',\n",
" 'microsoft sql server',\n",
" 'as400',\n",
" 'statistical analysis',\n",
" 'cpt-4 coding',\n",
" 'work schedules',\n",
" 'audio',\n",
" 'system enhancements',\n",
" 'vmware',\n",
" 'sensitive information',\n",
" 'virtualization',\n",
" 'r&d',\n",
" 'statistics',\n",
" 'apache',\n",
" 'shared services',\n",
" 'elearning',\n",
" 'annual budgets',\n",
" 'project plan',\n",
" 'operating systems',\n",
" 'cognos',\n",
" 'emr',\n",
" 'nginx',\n",
" 'computer hardware',\n",
" 'commercial operations',\n",
" 'aviation',\n",
" 'pci',\n",
" 'end user training',\n",
" 'travel arrangements',\n",
" 'netbackup',\n",
" 'microsoft certified',\n",
" 'it solutions',\n",
" 'document retention',\n",
" 'epc',\n",
" 'tracking expenses',\n",
" 'e learning',\n",
" 'hse',\n",
" 'switching',\n",
" 'dhcp',\n",
" 'timekeeping',\n",
" 'prototype',\n",
" 'centos',\n",
" 'bash',\n",
" 'acceptance testing',\n",
" 'bgp',\n",
" 'oracle database',\n",
" 'workstation',\n",
" 'child care',\n",
" 'sociology',\n",
" 'credentialing',\n",
" 'nursing',\n",
" 'interaction design',\n",
" 'budget formulation',\n",
" 'employee development',\n",
" 'survey design',\n",
" 'network protocols',\n",
" 'data privacy',\n",
" 'state regulations',\n",
" 'capacity planning',\n",
" 'bomgar',\n",
" 'system configuration',\n",
" 'program operations',\n",
" 'office management',\n",
" 'faa',\n",
" 'sales support',\n",
" 'lms',\n",
" 'mental health',\n",
" 'calendar management',\n",
" 'data modeling',\n",
" 'antivirus',\n",
" 'organizational structure',\n",
" 'tcl',\n",
" 'sms',\n",
" 'payroll processing',\n",
" 'contract administration',\n",
" 'medicine',\n",
" 'debugging',\n",
" 'sql databases',\n",
" 'hippa',\n",
" 'accounts receivables',\n",
" 'business requirement',\n",
" 'specification',\n",
" 'inbound marketing',\n",
" 'claims processing',\n",
" 'implementation project',\n",
" 'ami',\n",
" 'financial feasibility',\n",
" 'report writing',\n",
" 'etl',\n",
" 'information management',\n",
" 'maintaining files',\n",
" 'develop solutions',\n",
" 'service continuity',\n",
" 'professional engineer',\n",
" 'financial principles',\n",
" 'contract management',\n",
" 'operating budget',\n",
" ...]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"skills = open('hardskills.txt').read().splitlines()\n",
"skills"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def clean_sentence(sentence):\n",
" sen = sentence.lower().strip()\n",
" sen = re.sub(r'[^a-z0-9\\s]', '', sen)\n",
" return re.sub(r'\\s{2,}', ' ', sen)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"clean_words = []\n",
"for i in skills:\n",
" clean_words.append(clean_sentence(i))"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"stop_words = set(stopwords.words('english'))\n",
"filtered_words = [w for w in clean_words if not w in stop_words]\n",
"\n",
"# Remove words with length smaller than and equal to 3\n",
"for i in filtered_words:\n",
" if len(i)<=3:\n",
" filtered_words.remove(i)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"D:\\Anaconda3\\lib\\site-packages\\gensim\\models\\base_any2vec.py:743: UserWarning: C extension not loaded, training will be slow. Install a C compiler and reinstall gensim for fast training.\n",
" \"C extension not loaded, training will be slow. \"\n",
"D:\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `similarity` (Method will be removed in 4.0.0, use self.wv.similarity() instead).\n",
" \n"
]
}
],
"source": [
"# Create CBOW model \n",
"model = Word2Vec([filtered_words], min_count = 1, \n",
" size = 100, window = 5) \n",
"\n",
"# Reduce the number of keywords and phrases from the file named hard_skills.txt\n",
"for i in filtered_words:\n",
" for j in filtered_words:\n",
" if model.similarity(i,j)>0.23 and model.similarity(i,j)<1:\n",
" filtered_words.remove(j)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['budgeting',\n",
" 'cissp',\n",
" 'positioning',\n",
" 'teaching',\n",
" 'presentations',\n",
" 'electrical',\n",
" 'reporting',\n",
" '10 key',\n",
" 'sql server',\n",
" 'clinical knowledge',\n",
" 'microsoft dynamics',\n",
" 'hotels',\n",
" 'hotel',\n",
" 'legal',\n",
" 'integrated communications',\n",
" 'publishing',\n",
" 'desktop support',\n",
" 'sensitivity analysis',\n",
" 'project planning',\n",
" 'foreign exchange',\n",
" 'scheduling',\n",
" 'architecture',\n",
" 'variances',\n",
" 'highvolume',\n",
" 'phone calls',\n",
" 'development activities',\n",
" 'proofread',\n",
" 'test plans',\n",
" 'customer insights',\n",
" 'project delivery',\n",
" 'business operations',\n",
" 'lighting',\n",
" 'database',\n",
" 'partnerships',\n",
" 'invoicing',\n",
" 'talent management',\n",
" 'financial reporting',\n",
" 'agile development',\n",
" 'budget development',\n",
" 'product features',\n",
" 'journalism',\n",
" 'develop business',\n",
" 'advertisement',\n",
" 'product development',\n",
" 'annual budget process',\n",
" 'project accounting',\n",
" 'strategy',\n",
" 'linux',\n",
" 'market segment',\n",
" 'agile',\n",
" 'variance analysis',\n",
" 'billing process',\n",
" 'customer program',\n",
" 'value proposition',\n",
" 'distribution',\n",
" 'employee services',\n",
" 'autocad',\n",
" 'erp systems',\n",
" 'business intelligence',\n",
" 'certificate of achievement',\n",
" 'capital expenditure',\n",
" 'negotiation skills',\n",
" 'online marketing strategy',\n",
" 'strategic customer success',\n",
" 'usability',\n",
" 'quality control',\n",
" 'excel',\n",
" 'analytical',\n",
" 'food safety',\n",
" 'professional accounting',\n",
" 'insurance claims',\n",
" 'computer science',\n",
" 'business administration',\n",
" 'financial analysis',\n",
" 'online advertising',\n",
" 'cisco collaboration',\n",
" 'standard operating procedures',\n",
" 'inventory',\n",
" 'change management',\n",
" 'business plans',\n",
" 'erp system',\n",
" 'gap analysis',\n",
" 'audit',\n",
" 'financial service',\n",
" 'quickbooks',\n",
" 'microsoft excel',\n",
" 'compliance audits',\n",
" 'policies',\n",
" 'digital media',\n",
" 'immigration',\n",
" 'backbone',\n",
" 'scripting',\n",
" 'balance sheet',\n",
" 'compliance',\n",
" 'inventory management',\n",
" 'storytelling',\n",
" 'financial performance',\n",
" 'basic office equipment',\n",
" 'saas',\n",
" 'tax compliance',\n",
" 'managing clients',\n",
" 'banking experience',\n",
" 'strong organisational skills',\n",
" 'client service',\n",
" 'advertising',\n",
" 'support services',\n",
" 'microsoft access',\n",
" 'quality management system',\n",
" 'drafting',\n",
" 'presentation skill',\n",
" 'recruitment',\n",
" 'sales channels',\n",
" 'itil',\n",
" 'deposits',\n",
" 'upsell',\n",
" 'merchandising',\n",
" 'human resources',\n",
" 'computer software',\n",
" 'roi calculations',\n",
" 'financial data',\n",
" 'financial accounting',\n",
" 'asset management',\n",
" 'aerospace',\n",
" 'metadata',\n",
" 'trial balance',\n",
" 'safety training',\n",
" 'upsell',\n",
" 'workforce management',\n",
" 'credit cards',\n",
" 'client relationship management',\n",
" 'market research',\n",
" 'procurement',\n",
" 'mobile banking',\n",
" 'escalation management',\n",
" 'data maintenance',\n",
" 'global sales',\n",
" 'manage projects',\n",
" 'hiring',\n",
" 'accounting software',\n",
" 'account reconciliations',\n",
" 'transcription',\n",
" 'video production',\n",
" 'focus',\n",
" 'billing',\n",
" 'consulting',\n",
" 'data sources',\n",
" 'public accounting',\n",
" 'community outreach',\n",
" 'catering',\n",
" 'fema',\n",
" 'computer applications',\n",
" 'ccie',\n",
" 'product portfolio',\n",
" 'cash flow',\n",
" 'html',\n",
" 'cardiovascular',\n",
" 'strategic direction',\n",
" 'outreach',\n",
" 'employment laws',\n",
" 'federal government',\n",
" 'business strategy',\n",
" 'public relations',\n",
" 'loan documentation',\n",
" 'transportation',\n",
" 'research',\n",
" 'filtration',\n",
" 'government regulations',\n",
" 'revenue accounting',\n",
" 'english',\n",
" 'medical center',\n",
" 'sales organization',\n",
" 'payroll',\n",
" 'programming',\n",
" 'time management',\n",
" 'ethernet',\n",
" 'facilitation skills',\n",
" 'technical escalations',\n",
" 'balance sheet reconciliation',\n",
" 'helpdesk',\n",
" 'tax returns',\n",
" 'sys admin',\n",
" 'analytical support',\n",
" 'administrativeclerical',\n",
" 'flsa',\n",
" 'disaster recovery',\n",
" 'inquiry',\n",
" 'procedure development',\n",
" 'risk mitigation',\n",
" 'comptia security',\n",
" 'openstack',\n",
" 'system development',\n",
" 'copying',\n",
" 'community services',\n",
" 'electronic test equipment',\n",
" 'statistical analysis',\n",
" 'e learning',\n",
" 'prototype',\n",
" 'bash',\n",
" 'workstation',\n",
" 'child care',\n",
" 'interaction design',\n",
" 'lync',\n",
" 'systems integration',\n",
" 'performance tuning',\n",
" 'informatica',\n",
" 'clerical experience',\n",
" 'technology roadmap',\n",
" 'communications program',\n",
" 'system administration',\n",
" 'resource management',\n",
" 'technical writing',\n",
" 'assembly',\n",
" 'data management',\n",
" 'ruby',\n",
" 'secretarial',\n",
" 'drawings',\n",
" 'manual dexterity',\n",
" 'ansible',\n",
" 'curriculum development',\n",
" 'vendor relations',\n",
" 'operations integration',\n",
" 'research information',\n",
" 'informal training',\n",
" 'marketing communications',\n",
" 'mcse',\n",
" 'financial controls',\n",
" 'tax planning',\n",
" 'proposal writing',\n",
" 'mechanical system',\n",
" 'kaizen',\n",
" 'tax preparation',\n",
" 'healthcare administration',\n",
" 'community involvement',\n",
" 'security operations',\n",
" 'forecasting budgeting',\n",
" 'wealth planning',\n",
" 'test results',\n",
" 'systems engineering',\n",
" 'business process management',\n",
" 'technical documents',\n",
" 'hyperion planning',\n",
" 'largescale systems',\n",
" 'large projects',\n",
" 'site design',\n",
" 'business partnering',\n",
" 'mechanical engineering',\n",
" 'direct mail',\n",
" 'russian',\n",
" 'financial modeling skills',\n",
" 'bank secrecy act',\n",
" 'finance reporting',\n",
" 'peer review',\n",
" 'thai',\n",
" 'customer transactions',\n",
" 'career coaching',\n",
" 'legal document preparation',\n",
" 'angular',\n",
" 'continuous integration',\n",
" 'product planning',\n",
" 'product assembly',\n",
" 'final cut pro',\n",
" 'marketing communications',\n",
" 'transactional experience',\n",
" 'system performance',\n",
" 'post production',\n",
" 'expense management',\n",
" 'technical operations',\n",
" 'scrum methodology',\n",
" 'advertising campaigns',\n",
" 'field operations',\n",
" 'mobile shopping',\n",
" 'mechanical aptitude',\n",
" 'data exports',\n",
" 'media relations',\n",
" 'media marketing',\n",
" 'sitecore',\n",
" 'channel strategy',\n",
" 'marketing concepts',\n",
" 'consumer marketing',\n",
" 'multilingual',\n",
" 'community management']"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"filtered_words"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"accounting = [a.split() for a in open('jds/accounting.txt', encoding=\"utf8\").read().splitlines()]\n",
"business = [a.split() for a in open('jds/business.txt', encoding=\"utf8\").read().splitlines()]\n",
"data = [a.split() for a in open('jds/data.txt', encoding=\"utf8\").read().splitlines()]\n",
"financial = [a.split() for a in open('jds/financial.txt', encoding=\"utf8\").read().splitlines()]\n",
"investment = [a.split() for a in open('jds/investment.txt', encoding=\"utf8\").read().splitlines()]\n",
"marketing = [a.split() for a in open('jds/marketing.txt', encoding=\"utf8\").read().splitlines()]\n",
"retail = [a.split() for a in open('jds/retail.txt', encoding=\"utf8\").read().splitlines()]\n",
"risk = [a.split() for a in open('jds/risk.txt', encoding=\"utf8\").read().splitlines()]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[['--'],\n",
" ['--',\n",
" 'Compose',\n",
" 'analyses',\n",
" 'for',\n",
" 'income',\n",
" 'statements',\n",
" 'and',\n",
" 'monthly',\n",
" 'balance',\n",
" 'sheets',\n",
" 'for',\n",
" 'management',\n",
" 'reporting'],\n",
" ['--',\n",
" 'Arrange',\n",
" 'schedules',\n",
" 'for',\n",
" 'capital',\n",
" 'lease',\n",
" 'and',\n",
" 'monthly',\n",
" 'payments'],\n",
" ['--',\n",
" 'Conduct',\n",
" 'month',\n",
" 'end',\n",
" 'close',\n",
" 'and',\n",
" 'compose',\n",
" 'journal',\n",
" 'entries',\n",
" 'with',\n",
" 'minimal',\n",
" 'supervision'],\n",
" ['--',\n",
" 'In-depth',\n",
" 'experience',\n",
" 'with',\n",
" 'reconciling',\n",
" 'month',\n",
" 'end',\n",
" 'balance',\n",
" 'sheet',\n",
" 'accounts'],\n",
" ['--', 'Periodically', 'maintain', 'and', 'reconcile', 'journal', 'entries'],\n",
" ['--',\n",
" 'Prepare',\n",
" 'journal',\n",
" 'entries',\n",
" 'and',\n",
" 'account',\n",
" 'reconciliations',\n",
" 'which',\n",
" 'include,',\n",
" 'but',\n",
" 'are',\n",
" 'not',\n",
" 'limited',\n",
" 'to,',\n",
" 'cash,',\n",
" 'prepaid',\n",
" 'expenses,',\n",
" 'and',\n",
" 'payroll'],\n",
" ['--',\n",
" 'Manage',\n",
" 'intercompany',\n",
" 'reconciliation,',\n",
" 'billings,',\n",
" 'and',\n",
" 'transactions'],\n",
" ['--',\n",
" 'Oversee',\n",
" 'depreciation,',\n",
" 'fixed',\n",
" 'asset',\n",
" 'ledgers,',\n",
" 'and',\n",
" 'reconciliation'],\n",
" ['--',\n",
" 'Analyze',\n",
" 'and',\n",
" 'coordinate',\n",
" 'a',\n",
" 'variety',\n",
" 'of',\n",
" 'financial',\n",
" 'data,',\n",
" 'and',\n",
" 'report',\n",
" 'it',\n",
" 'in',\n",
" 'a',\n",
" 'useful',\n",
" 'and',\n",
" 'understandable',\n",
" 'manner'],\n",
" ['--',\n",
" 'Implement,',\n",
" 'maintain,',\n",
" 'and',\n",
" 'adhere',\n",
" 'to',\n",
" 'internal',\n",
" 'controls',\n",
" 'and',\n",
" 'accounting',\n",
" 'procedures',\n",
" 'ensuring',\n",
" 'compliance',\n",
" 'with',\n",
" 'GAAP'],\n",
" ['--',\n",
" 'Assist',\n",
" 'in',\n",
" 'the',\n",
" 'month',\n",
" 'end,',\n",
" 'quarter',\n",
" 'end',\n",
" 'and',\n",
" 'year',\n",
" 'end',\n",
" 'closing',\n",
" 'process',\n",
" 'including',\n",
" 'monthly',\n",
" 'financial',\n",
" 'close',\n",
" 'workbook',\n",
" 'preparation'],\n",
" ['--', 'Take', 'part', 'in', 'various', 'department-wide', 'initiatives'],\n",
" ['--',\n",
" 'Special',\n",
" 'projects',\n",
" 'and',\n",
" 'impromptu',\n",
" 'reporting,',\n",
" 'upon',\n",
" 'request'],\n",
" ['--',\n",
" '3+',\n",
" 'years',\n",
" 'of',\n",
" 'recent',\n",
" 'and',\n",
" 'relevant',\n",
" 'accounting',\n",
" 'experience'],\n",
" ['--',\n",
" 'BA/BS',\n",
" 'or',\n",
" 'equivalent',\n",
" 'in',\n",
" 'Accounting,',\n",
" 'Finance',\n",
" 'or',\n",
" 'Economics'],\n",
" ['--', 'Deep', 'understanding', 'of', 'month', 'end', 'closings'],\n",
" ['--', 'Knowledge', 'of', 'account', 'reconciliation'],\n",
" ['--', 'General', 'ledger', 'experience'],\n",
" ['--', 'Working', 'knowledge', 'of', 'spreadsheets', 'and', 'databases'],\n",
" ['--EOE',\n",
" 'Race/Color/Religion/Sex/Sexual',\n",
" 'Orientation/Gender',\n",
" 'Identity/National',\n",
" 'Origin/Protected',\n",
" 'Veteran/Disability',\n",
" 'Status***'],\n",
" ['--Auditing',\n",
" 'of',\n",
" 'Employee',\n",
" 'time',\n",
" 'and',\n",
" 'expense',\n",
" 'reports',\n",
" 'based',\n",
" 'on',\n",
" 'company',\n",
" 'policy'],\n",
" ['--General',\n",
" 'ledger',\n",
" '(posting',\n",
" 'transactions,',\n",
" 'month-end',\n",
" 'and',\n",
" 'quarterly',\n",
" 'close,',\n",
" 'and',\n",
" 'ad',\n",
" 'hoc',\n",
" 'reporting)'],\n",
" ['--Perform',\n",
" 'Balance',\n",
" 'Sheet',\n",
" 'Account',\n",
" 'Reconciliations',\n",
" 'including',\n",
" 'validation',\n",
" 'of',\n",
" 'account',\n",
" 'balance',\n",
" 'in',\n",
" 'Power',\n",
" 'Advocate',\n",
" 'ERP',\n",
" 'system',\n",
" 'as',\n",
" 'well',\n",
" 'as',\n",
" 'parent',\n",
" 'ERP',\n",
" 'system;',\n",
" 'investigating',\n",
" 'any',\n",
" 'variances',\n",
" 'encountered'],\n",
" ['--Working',\n",
" 'with',\n",
" 'the',\n",
" 'finance',\n",
" 'team',\n",
" 'to',\n",
" 'execute',\n",
" 'the',\n",
" 'monthly',\n",
" 'financial',\n",
" 'close',\n",
" 'process',\n",
" 'in',\n",
" 'compliance',\n",
" 'with',\n",
" 'parent',\n",
" 'company',\n",
" 'requirements'],\n",
" ['--Fixed',\n",
" 'asset',\n",
" 'reporting',\n",
" 'to',\n",
" 'internal',\n",
" 'company',\n",
" 'management',\n",
" 'and',\n",
" 'external',\n",
" '(corporate)'],\n",
" ['--Revenue',\n",
" 'contract',\n",
" 'analysis',\n",
" 'to',\n",
" 'support',\n",
" 'revenue',\n",
" 'recognition,',\n",
" 'financial',\n",
" 'and',\n",
" 'accounting',\n",
" 'reporting'],\n",
" ['--Support',\n",
" 'the',\n",
" 'Financial',\n",
" 'Planning',\n",
" 'team',\n",
" 'as',\n",
" 'needed',\n",
" 'to',\n",
" 'meet',\n",
" 'corporate',\n",
" 'deadlines'],\n",
" ['--Work',\n",
" 'with',\n",
" 'parent',\n",
" 'company',\n",
" '(Verisk',\n",
" 'Analytics)',\n",
" 'corporate',\n",
" 'finance',\n",
" 'team',\n",
" 'on',\n",
" 'various',\n",
" 'accounting',\n",
" 'matters'],\n",
" ['--Solid',\n",
" 'Understanding',\n",
" 'of',\n",
" 'GAAP',\n",
" '(Generally',\n",
" 'Accepted',\n",
" 'Accounting',\n",
" 'Practices)'],\n",
" ['--Previous', 'hands-on', 'accounting', 'skills'],\n",
" ['--Experience',\n",
" 'with',\n",
" 'an',\n",
" 'ERP',\n",
" 'ACCOUNTING',\n",
" 'system',\n",
" 'is',\n",
" 'desired'],\n",
" ['--Excellent',\n",
" 'knowledge',\n",
" 'of',\n",
" 'all',\n",
" 'Microsoft',\n",
" 'Office',\n",
" 'applications,',\n",
" 'especially',\n",
" 'Excel'],\n",
" ['--Excellent', 'oral', 'and', 'written', 'communication', 'skills'],\n",
" ['--Highest',\n",
" 'degree',\n",
" 'of',\n",
" 'organization',\n",
" 'and',\n",
" 'attention',\n",
" 'to',\n",
" 'detail'],\n",
" ['--Ability',\n",
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" 'We',\n",
" 'are',\n",
" 'solution-oriented',\n",
" 'and',\n",
" 'aligned',\n",
" 'with',\n",
" 'their',\n",
" 'needs.'],\n",
" ['--',\n",
" 'Collaborative',\n",
" '-',\n",
" 'Together',\n",
" 'Weâre',\n",
" 'Better:',\n",
" 'Great',\n",
" 'teams',\n",
" 'are',\n",
" 'collaborative,',\n",
" 'selfless,',\n",
" 'hardworking,',\n",
" 'and',\n",
" 'dedicated.',\n",
" 'We',\n",
" 'are',\n",
" 'willing',\n",
" 'to',\n",
" 'do',\n",
" 'what',\n",
" 'it',\n",
" 'takes',\n",
" 'to',\n",
" 'get',\n",
" 'the',\n",
" 'job',\n",
" 'done',\n",
" 'so',\n",
" 'we',\n",
" 'can',\n",
" 'accomplish',\n",
" 'more',\n",
" 'together.'],\n",
" ['--Growing',\n",
" '-',\n",
" 'Constant',\n",
" ...