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Sr Machine Learning Engineer at PayPal
Bengaluru, karnataka, India - Full Time
Skills Needed
Machine Learning, Model Optimization, Data Preprocessing, Data Analysis, Model Deployment, Cross Functional Collaboration, Performance Monitoring, Tensorflow, Pytorch, Scikit Learn, Aws, Azure, Gcp
Specialization
3+ years of relevant experience and a Bachelor's degree or equivalent combination of education and experience is required. Experience with ML frameworks and familiarity with cloud platforms is also necessary.
Experience Required
Minimum 2 year(s)
Slovak Speaking Jobs In Greece - Work In Greece - Fully Paid Relocation Pac at Mercier Consultancy MD
, , Bulgaria - Full Time
Skills Needed
Fluency In Slovak, Customer Service, Communication Skills, Interpersonal Skills, Problem Solving, Crm Systems, Fast Paced Environment, Team Collaboration
Specialization
Candidates must be fluent in Slovak and preferably have previous customer service experience. Strong communication skills and a positive attitude are essential for this role.
Commercial B2B services numériques at Koesio
Labège, Occitania, France - Full Time
Skills Needed
B2b Sales, Prospecting, Client Relationship Management, Telecom, Print Solutions, Negotiation, Commercial Proposals, Market Analysis, Customer Needs Assessment, Team Collaboration, Results Oriented, Communication, Technical Solutions, Field Sales, Business Development, Local Market Knowledge
Specialization
Candidates must have 2 to 5 years of successful B2B sales experience, with at least two years in the telecom or print industry. Strong interpersonal skills and a results-oriented mindset are essential for this role.
Experience Required
Minimum 2 year(s)
CSR, Teller - Roosevelt Cooper Branch at Metrobank
Quezon City, National Capital District, Philippines - Full Time
Skills Needed
Cash Handling, Customer Service, Problem Solving, Effective Communication, Presentation Skills, Negotiation Skills
Specialization
Candidates should preferably have a degree in business or finance and possess effective communication and customer service skills. Fresh graduates and young professionals are encouraged to apply.
License Owner, Chennai at Stranger Soccer
Chennai, tamil nadu, India - Full Time
Skills Needed
Passion For Football, Business Background, Management, Customer Service, Entrepreneurial Spirit, Sales, Marketing, Team Leadership, Game Scheduling, Customer Engagement
Specialization
Candidates should have a passion for football and a strong connection to the local football scene, along with a business background and entrepreneurial spirit. A commitment to driving and scaling the brand in the market is essential.
Experience Required
Minimum 2 year(s)
Stage Ingénieur Généraliste – Analyse et capitalisation du retour d’expérie at GTT
Saint-Rémy-lès-Chevreuse, Ile-de-France, France - Full Time
Skills Needed
Analytical Skills, Problem Solving, Data Analysis, Communication Skills, Teamwork, Autonomy, Programming Knowledge, Technical Interest, English Proficiency, Adaptability, Flexibility, Microsoft Office, Excel, Vba, Python, Matlab
Specialization
Candidates should have a general engineering background and strong analytical and problem-solving skills. Proficiency in Microsoft Office, particularly Excel, and a good command of professional English are also required.
Integration & Network Engineer at Intrepid Solutions and Services, LLC
Kincora, Virginia, United States - Full Time
Skills Needed
Systems Integration, Logistics, Defense Engineering, Electronics Specialists, System Level Testing, Hardware Integration, Logistics Support, Analytical Skills, It Networking, System Interoperability, Cybersecurity, Communication Skills, Military Platforms, Virtual Training Systems, Configuration Management, 3d Computer Aided Drawing
Specialization
Candidates must have a minimum of 3 years of relevant experience in systems integration or defense-related engineering roles, along with an active Secret clearance. A bachelor's degree in a related field is desired, but applicable experience may be considered in lieu of a degree.
Experience Required
Minimum 2 year(s)
French Speaking Customer Service for Software Company in Greece at Mercier Consultancy MD
, , Bulgaria - Full Time
Skills Needed
Fluency In French, Customer Service, Technical Support, Communication Skills, Interpersonal Skills, Troubleshooting, Software Installation, Crm Documentation, Problem Solving, Fast Paced Environment, Customer Focused Approach, Software Knowledge, Team Collaboration, Flexible Hours, Basic Computer Applications
Specialization
Fluency in French is essential, with prior customer service experience in the software industry being a plus. Strong communication skills and the ability to troubleshoot issues are also required.
Freelance Financial Analyst - AI Trainer at Mindrift
Guadalajara, jalisco, Mexico - Full Time
Skills Needed
Financial Analysis, Critical Thinking, Data Analysis, Excel, R, Python, Matlab, Sql, Communication, Creativity, Project Management, Generative Ai, Consulting, Research, Domain Expertise, Ambiguity Handling
Specialization
Candidates should have a Bachelor’s, Master’s, or PhD in finance or related fields and a minimum of 3 years of professional experience in finance or a related field. Familiarity with advanced tools and the ability to communicate complex tasks clearly are also required.
Experience Required
Minimum 2 year(s)
Assistant Deli Store Manager at the Market at Mill Creek at Tiger Fuel Company
Charlottesville, Virginia, United States - Full Time
Skills Needed
Customer Service, Team Management, Training, Coaching, Deli Operations, Catering Services, Inventory Management, Vendor Interaction, Organizational Skills, Mentoring, Pressure Management, Flexibility, Food Service Experience, Communication, Ms Office Proficiency, Problem Solving
Specialization
Candidates must have a high school diploma or GED and at least two years of management experience in a relevant field. Strong organizational skills and the ability to work under pressure are essential.
Experience Required
Minimum 2 year(s)
Italian Speaking Customer Service for Logistics Company in Greece at Mercier Consultancy MD
, , Spain - Full Time
Skills Needed
Fluency In Italian, Customer Service, Logistics, Communication Skills, Interpersonal Skills, Problem Solving, Multitasking, Time Management, Crm Applications, Service Requests, Pricing Inquiries, Contract Management, Complaint Resolution, Team Collaboration, Logistics Trends, Customer Focused Mindset
Specialization
Fluency in Italian is essential, along with previous customer service experience, preferably in logistics. Strong communication skills and the ability to multitask in a fast-paced environment are also required.
Overseas Power Project Commissioning & Operations Manager (Relocation to Sa at Whitecollars
Jeddah, Makkah Region, Saudi Arabia - Full Time
Skills Needed
Project Management, Commissioning, Operations, Technical Leadership, Gas Turbines, Steam Turbines, Boilers, Auxiliary Systems, Risk Management, Safety Control, Communication, Coordination, Organizational Skills, Stress Management, Multicultural Team Leadership
Specialization
Candidates must have a bachelor's degree and a minimum of 10 years of relevant experience in power plant commissioning, operations, or project management. Strong technical expertise in gas turbines, steam turbines, and boilers is required, along with fluency in English and native proficiency in Chinese.
Experience Required
Minimum 10 year(s)
Fachärzt/-in Allgemeine Innere Medizin at Swiss Medical Network
Grindelwald, Bern, Switzerland - Full Time
Skills Needed
General Internal Medicine, Patient Centered Care, Interdisciplinary Collaboration, Emergency Medicine, Training And Education, German Language Skills, Interest In Sports Medicine, Interest In Traumatology
Specialization
Candidates must hold a recognized diploma in General Internal Medicine and demonstrate a commitment to patient-centered, interdisciplinary, and team-oriented work. Proficiency in German is required, and knowledge of additional languages is advantageous.
(Senior) Director Clinical Development at Sobi
Basel, Basel-City, Switzerland - Full Time
Skills Needed
Clinical Development, Trial Design, Medical Monitoring, Data Analysis, Regulatory Submission, Lipidology, Cardiovascular, Stakeholder Engagement, Strategic Planning, Team Collaboration, Communication Skills, Project Management, Problem Solving, Ethical Standards, Interpersonal Skills, Scientific Expertise
Specialization
Candidates must have a medical degree and over 10 years of global clinical development experience, particularly in cardiology or lipidology. Strong communication skills and a proven ability to engage with stakeholders are essential.
Experience Required
Minimum 10 year(s)
Senior Program Manager, Elevate at monday.com
Tel-Aviv, Tel-Aviv District, Israel - Full Time
Skills Needed
Event Marketing, Event Production, Project Management, Cross Functional Leadership, Data Analysis, Communication, Stakeholder Management, Operational Planning, Logistics Management, Performance Metrics, Creative Thinking, Agendas Creation, Team Collaboration, Fast Paced Environment, Influencing Skills, Ownership Mentality
Specialization
Candidates should have at least 4 years of event marketing experience in a tech company and experience leading cross-functional projects for global events. Strong communication skills and a data-driven approach are essential for success in this role.
Experience Required
Minimum 5 year(s)
UNPAID VOLUNTEER - Civil Law & Asia-Pacific Principal / Senior / Legal Advi at Blockchain & Climate Institute/ BCI America Inc.
Special capital Region of Jakarta, Java, Indonesia - Full Time
Skills Needed
Analytical Skills, Research Skills, Communication Skills, Problem Solving Skills, Attention To Detail, Legal Knowledge, Teamwork, Multitasking, Organizational Skills, Critical Thinking, Interpersonal Skills, Writing Skills, Blockchain Knowledge, Climate Change Knowledge, Governance Knowledge, Contract Law Knowledge, Employment Law Knowledge
Specialization
Candidates must have a legal qualification equivalent to a solicitor/barrister in the UK, with varying levels of post-qualification experience depending on the role level. Experience in a not-for-profit environment and knowledge of climate change and blockchain technology are preferred.
Experience Required
Minimum 5 year(s)
Fractional CTO / AI Strategy Council - Remote (Contractor) at Shae Group
Singapore, , Singapore - Full Time
Skills Needed
Ai Strategy, Technical Leadership, System Design, Safety Modelling, Threat Modelling, Model Evaluation, Communication Skills, Decision Making, Artifact Production, Ai Product Development, Design Reviews, Critical Decision Making, Monitoring, Retraining Guardrails, Vendor Rfps, Reference Architectures
Specialization
Candidates must have over 10 years of senior technical leadership experience with production AI/ML at scale and proven experience in system design and safety modelling. Strong communication skills and a history of producing decision-ready artifacts are essential.
Experience Required
Minimum 10 year(s)
Investment Strategist Intern, application via RippleMatch at RippleMatch Opportunities
Los Angeles, California, United States - Full Time
Skills Needed
Investment Concepts, Financial Markets, Asset Management, Financial Modeling, Quantitative Analysis, Investment Research, Market Trends Analysis, Economic Data Analysis, Analytical Skills, Problem Solving Skills, Organizational Skills, Project Management, Communication Skills, Interpersonal Skills, Financial Reports, Investment Portfolios
Specialization
Candidates should be pursuing a degree in Finance, Economics, Business Administration, or a related field, with a basic understanding of investment concepts and financial markets. Familiarity with financial modeling and strong analytical skills are essential.
Patient Access Representative - Infusion Center at Trinity Health
Pontiac, Michigan, United States - Full Time
Skills Needed
Patient Access, Insurance Verification, Scheduling, Customer Service, Interpersonal Skills, Problem Solving, Medical Terminology, Data Entry, Communication, Organizational Skills, Computer Systems, Clerical Tasks, Quality Improvement, Charge Capture, Electronic Health Records, Confidentiality
Specialization
Candidates must have a high school diploma or GED and at least one year of experience related to patient registration or insurance verification. Strong interpersonal skills and the ability to work independently in a fast-paced environment are essential.
Employé exploitation polyvalent - H/F at Louvre Hotels Group
Manosque, Provence-Alpes-Côte d'Azur, France - Full Time
Skills Needed
Customer Service, Teamwork, Adaptability, Organization, Reception Skills, Cleaning, Stock Management, Safety Procedures, English Proficiency
Specialization
The ideal candidate should possess a friendly demeanor, adaptability, and organizational skills. Basic English knowledge and a strong sense of customer service are also important.
Sr Machine Learning Engineer at PayPal
Bengaluru, karnataka, India -
Full Time

Start Date

Immediate

Expiry Date

13 Mar, 26

Salary

0.0

Posted On

13 Dec, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Machine Learning, Model Optimization, Data Preprocessing, Data Analysis, Model Deployment, Cross-Functional Collaboration, Performance Monitoring, TensorFlow, PyTorch, Scikit-Learn, AWS, Azure, GCP

Industry

Software Development

Description
Develop and optimize machine learning models for various applications. Preprocess and analyze large datasets to extract meaningful insights. Deploy ML solutions into production environments using appropriate tools and frameworks. Collaborate with cross-functional teams to integrate ML models into products and services. Monitor and evaluate the performance of deployed models. 3+ years relevant experience and a Bachelor's degree OR Any equivalent combination of education and experience. Experience with ML frameworks like TensorFlow, PyTorch, or scikit-learn. Familiarity with cloud platforms (AWS, Azure, GCP) and tools for data processing and model deployment. Several years of experience in designing, implementing, and deploying machine learning models.
Responsibilities
Develop and optimize machine learning models for various applications. Collaborate with cross-functional teams to integrate ML models into products and services.
Sr Machine Learning Engineer at PayPal
Bengaluru, karnataka, India - Full Time
Skills Needed
Machine Learning, Model Optimization, Data Preprocessing, Data Analysis, Model Deployment, Cross Functional Collaboration, Performance Monitoring, Tensorflow, Pytorch, Scikit Learn, Aws, Azure, Gcp
Specialization
3+ years of relevant experience and a Bachelor's degree or equivalent combination of education and experience is required. Experience with ML frameworks and familiarity with cloud platforms is also necessary.
Experience Required
Minimum 2 year(s)
Slovak Speaking Jobs In Greece - Work In Greece - Fully Paid Relocation Pac at Mercier Consultancy MD
, , Bulgaria - Full Time
Skills Needed
Fluency In Slovak, Customer Service, Communication Skills, Interpersonal Skills, Problem Solving, Crm Systems, Fast Paced Environment, Team Collaboration
Specialization
Candidates must be fluent in Slovak and preferably have previous customer service experience. Strong communication skills and a positive attitude are essential for this role.
Commercial B2B services numériques at Koesio
Labège, Occitania, France - Full Time
Skills Needed
B2b Sales, Prospecting, Client Relationship Management, Telecom, Print Solutions, Negotiation, Commercial Proposals, Market Analysis, Customer Needs Assessment, Team Collaboration, Results Oriented, Communication, Technical Solutions, Field Sales, Business Development, Local Market Knowledge
Specialization
Candidates must have 2 to 5 years of successful B2B sales experience, with at least two years in the telecom or print industry. Strong interpersonal skills and a results-oriented mindset are essential for this role.
Experience Required
Minimum 2 year(s)
CSR, Teller - Roosevelt Cooper Branch at Metrobank
Quezon City, National Capital District, Philippines - Full Time
Skills Needed
Cash Handling, Customer Service, Problem Solving, Effective Communication, Presentation Skills, Negotiation Skills
Specialization
Candidates should preferably have a degree in business or finance and possess effective communication and customer service skills. Fresh graduates and young professionals are encouraged to apply.
License Owner, Chennai at Stranger Soccer
Chennai, tamil nadu, India - Full Time
Skills Needed
Passion For Football, Business Background, Management, Customer Service, Entrepreneurial Spirit, Sales, Marketing, Team Leadership, Game Scheduling, Customer Engagement
Specialization
Candidates should have a passion for football and a strong connection to the local football scene, along with a business background and entrepreneurial spirit. A commitment to driving and scaling the brand in the market is essential.
Experience Required
Minimum 2 year(s)
Stage Ingénieur Généraliste – Analyse et capitalisation du retour d’expérie at GTT
Saint-Rémy-lès-Chevreuse, Ile-de-France, France - Full Time
Skills Needed
Analytical Skills, Problem Solving, Data Analysis, Communication Skills, Teamwork, Autonomy, Programming Knowledge, Technical Interest, English Proficiency, Adaptability, Flexibility, Microsoft Office, Excel, Vba, Python, Matlab
Specialization
Candidates should have a general engineering background and strong analytical and problem-solving skills. Proficiency in Microsoft Office, particularly Excel, and a good command of professional English are also required.
Integration & Network Engineer at Intrepid Solutions and Services, LLC
Kincora, Virginia, United States - Full Time
Skills Needed
Systems Integration, Logistics, Defense Engineering, Electronics Specialists, System Level Testing, Hardware Integration, Logistics Support, Analytical Skills, It Networking, System Interoperability, Cybersecurity, Communication Skills, Military Platforms, Virtual Training Systems, Configuration Management, 3d Computer Aided Drawing
Specialization
Candidates must have a minimum of 3 years of relevant experience in systems integration or defense-related engineering roles, along with an active Secret clearance. A bachelor's degree in a related field is desired, but applicable experience may be considered in lieu of a degree.
Experience Required
Minimum 2 year(s)
French Speaking Customer Service for Software Company in Greece at Mercier Consultancy MD
, , Bulgaria - Full Time
Skills Needed
Fluency In French, Customer Service, Technical Support, Communication Skills, Interpersonal Skills, Troubleshooting, Software Installation, Crm Documentation, Problem Solving, Fast Paced Environment, Customer Focused Approach, Software Knowledge, Team Collaboration, Flexible Hours, Basic Computer Applications
Specialization
Fluency in French is essential, with prior customer service experience in the software industry being a plus. Strong communication skills and the ability to troubleshoot issues are also required.
Freelance Financial Analyst - AI Trainer at Mindrift
Guadalajara, jalisco, Mexico - Full Time
Skills Needed
Financial Analysis, Critical Thinking, Data Analysis, Excel, R, Python, Matlab, Sql, Communication, Creativity, Project Management, Generative Ai, Consulting, Research, Domain Expertise, Ambiguity Handling
Specialization
Candidates should have a Bachelor’s, Master’s, or PhD in finance or related fields and a minimum of 3 years of professional experience in finance or a related field. Familiarity with advanced tools and the ability to communicate complex tasks clearly are also required.
Experience Required
Minimum 2 year(s)
Assistant Deli Store Manager at the Market at Mill Creek at Tiger Fuel Company
Charlottesville, Virginia, United States - Full Time
Skills Needed
Customer Service, Team Management, Training, Coaching, Deli Operations, Catering Services, Inventory Management, Vendor Interaction, Organizational Skills, Mentoring, Pressure Management, Flexibility, Food Service Experience, Communication, Ms Office Proficiency, Problem Solving
Specialization
Candidates must have a high school diploma or GED and at least two years of management experience in a relevant field. Strong organizational skills and the ability to work under pressure are essential.
Experience Required
Minimum 2 year(s)
Italian Speaking Customer Service for Logistics Company in Greece at Mercier Consultancy MD
, , Spain - Full Time
Skills Needed
Fluency In Italian, Customer Service, Logistics, Communication Skills, Interpersonal Skills, Problem Solving, Multitasking, Time Management, Crm Applications, Service Requests, Pricing Inquiries, Contract Management, Complaint Resolution, Team Collaboration, Logistics Trends, Customer Focused Mindset
Specialization
Fluency in Italian is essential, along with previous customer service experience, preferably in logistics. Strong communication skills and the ability to multitask in a fast-paced environment are also required.
Overseas Power Project Commissioning & Operations Manager (Relocation to Sa at Whitecollars
Jeddah, Makkah Region, Saudi Arabia - Full Time
Skills Needed
Project Management, Commissioning, Operations, Technical Leadership, Gas Turbines, Steam Turbines, Boilers, Auxiliary Systems, Risk Management, Safety Control, Communication, Coordination, Organizational Skills, Stress Management, Multicultural Team Leadership
Specialization
Candidates must have a bachelor's degree and a minimum of 10 years of relevant experience in power plant commissioning, operations, or project management. Strong technical expertise in gas turbines, steam turbines, and boilers is required, along with fluency in English and native proficiency in Chinese.
Experience Required
Minimum 10 year(s)
Fachärzt/-in Allgemeine Innere Medizin at Swiss Medical Network
Grindelwald, Bern, Switzerland - Full Time
Skills Needed
General Internal Medicine, Patient Centered Care, Interdisciplinary Collaboration, Emergency Medicine, Training And Education, German Language Skills, Interest In Sports Medicine, Interest In Traumatology
Specialization
Candidates must hold a recognized diploma in General Internal Medicine and demonstrate a commitment to patient-centered, interdisciplinary, and team-oriented work. Proficiency in German is required, and knowledge of additional languages is advantageous.
(Senior) Director Clinical Development at Sobi
Basel, Basel-City, Switzerland - Full Time
Skills Needed
Clinical Development, Trial Design, Medical Monitoring, Data Analysis, Regulatory Submission, Lipidology, Cardiovascular, Stakeholder Engagement, Strategic Planning, Team Collaboration, Communication Skills, Project Management, Problem Solving, Ethical Standards, Interpersonal Skills, Scientific Expertise
Specialization
Candidates must have a medical degree and over 10 years of global clinical development experience, particularly in cardiology or lipidology. Strong communication skills and a proven ability to engage with stakeholders are essential.
Experience Required
Minimum 10 year(s)
Senior Program Manager, Elevate at monday.com
Tel-Aviv, Tel-Aviv District, Israel - Full Time
Skills Needed
Event Marketing, Event Production, Project Management, Cross Functional Leadership, Data Analysis, Communication, Stakeholder Management, Operational Planning, Logistics Management, Performance Metrics, Creative Thinking, Agendas Creation, Team Collaboration, Fast Paced Environment, Influencing Skills, Ownership Mentality
Specialization
Candidates should have at least 4 years of event marketing experience in a tech company and experience leading cross-functional projects for global events. Strong communication skills and a data-driven approach are essential for success in this role.
Experience Required
Minimum 5 year(s)
UNPAID VOLUNTEER - Civil Law & Asia-Pacific Principal / Senior / Legal Advi at Blockchain & Climate Institute/ BCI America Inc.
Special capital Region of Jakarta, Java, Indonesia - Full Time
Skills Needed
Analytical Skills, Research Skills, Communication Skills, Problem Solving Skills, Attention To Detail, Legal Knowledge, Teamwork, Multitasking, Organizational Skills, Critical Thinking, Interpersonal Skills, Writing Skills, Blockchain Knowledge, Climate Change Knowledge, Governance Knowledge, Contract Law Knowledge, Employment Law Knowledge
Specialization
Candidates must have a legal qualification equivalent to a solicitor/barrister in the UK, with varying levels of post-qualification experience depending on the role level. Experience in a not-for-profit environment and knowledge of climate change and blockchain technology are preferred.
Experience Required
Minimum 5 year(s)
Fractional CTO / AI Strategy Council - Remote (Contractor) at Shae Group
Singapore, , Singapore - Full Time
Skills Needed
Ai Strategy, Technical Leadership, System Design, Safety Modelling, Threat Modelling, Model Evaluation, Communication Skills, Decision Making, Artifact Production, Ai Product Development, Design Reviews, Critical Decision Making, Monitoring, Retraining Guardrails, Vendor Rfps, Reference Architectures
Specialization
Candidates must have over 10 years of senior technical leadership experience with production AI/ML at scale and proven experience in system design and safety modelling. Strong communication skills and a history of producing decision-ready artifacts are essential.
Experience Required
Minimum 10 year(s)
Investment Strategist Intern, application via RippleMatch at RippleMatch Opportunities
Los Angeles, California, United States - Full Time
Skills Needed
Investment Concepts, Financial Markets, Asset Management, Financial Modeling, Quantitative Analysis, Investment Research, Market Trends Analysis, Economic Data Analysis, Analytical Skills, Problem Solving Skills, Organizational Skills, Project Management, Communication Skills, Interpersonal Skills, Financial Reports, Investment Portfolios
Specialization
Candidates should be pursuing a degree in Finance, Economics, Business Administration, or a related field, with a basic understanding of investment concepts and financial markets. Familiarity with financial modeling and strong analytical skills are essential.
Patient Access Representative - Infusion Center at Trinity Health
Pontiac, Michigan, United States - Full Time
Skills Needed
Patient Access, Insurance Verification, Scheduling, Customer Service, Interpersonal Skills, Problem Solving, Medical Terminology, Data Entry, Communication, Organizational Skills, Computer Systems, Clerical Tasks, Quality Improvement, Charge Capture, Electronic Health Records, Confidentiality
Specialization
Candidates must have a high school diploma or GED and at least one year of experience related to patient registration or insurance verification. Strong interpersonal skills and the ability to work independently in a fast-paced environment are essential.
Employé exploitation polyvalent - H/F at Louvre Hotels Group
Manosque, Provence-Alpes-Côte d'Azur, France - Full Time
Skills Needed
Customer Service, Teamwork, Adaptability, Organization, Reception Skills, Cleaning, Stock Management, Safety Procedures, English Proficiency
Specialization
The ideal candidate should possess a friendly demeanor, adaptability, and organizational skills. Basic English knowledge and a strong sense of customer service are also important.