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Agentic AI specialists at Bosch Group
, karnataka, India - Full Time
Skills Needed
Data Science, Generative Ai, Ai Agent Collaboration, Multi Agent Frameworks, Llms, Prompt Engineering, Reinforcement Learning, Nlp Tools, Deep Learning, Cloud Services, Human Machine Interaction, Statistical Methods, Hierarchical Agent Frameworks, Memory Architectures, Error Rate Tracking, Knowledge Retention
Specialization
Candidates should have 5 to 8 years of experience as a Data Scientist, with a strong background in generative AI and multi-agent frameworks. A deep understanding of AI principles and hands-on experience with various LLMs and AI tools is essential.
Experience Required
Minimum 5 year(s)
Laboratory Asst at KPC GLOBAL MEDICAL CENTERS INC.
Menifee, California, United States - Full Time
Skills Needed
Specimen Collection, Phlebotomy, Laboratory Practices, Safety Procedures, Record Keeping, Emergency Management, Basic Arithmetic, Laboratory Equipment, Information Systems, Patient Interaction, Reagent Preparation, Team Leadership, Communication, Attention To Detail, Time Management, Problem Solving
Specialization
Candidates must have a high school diploma and a Certificate of Phlebotomy from an accredited program. A minimum of one year of experience as a phlebotomist and a valid California driver’s license are also required.
Court Clerk at CITY OF DECATUR
Decatur, Georgia, United States - Full Time
Skills Needed
Communication Skills, Data Entry, Customer Service, Legal Terminology, Record Management, Court Procedures, Teamwork, Problem Solving, Attention To Detail, Time Management, Gcic System, Bookkeeping, Microsoft Office Suite, Bilingual, Notary Public, Court Clerk Certification
Specialization
Candidates must have a high school diploma or GED equivalent, supplemented by two years of experience in record management or legal office work. Additionally, two years of experience in a Georgia municipal court environment is required.
Experience Required
Minimum 2 year(s)
Janitor at Low Income Housing Institute
Seattle, Washington, United States - Full Time
Skills Needed
Janitorial Experience, Building Maintenance, Problem Solving, Conflict Resolution, Customer Service, Diversity Awareness, Written Communication, Verbal Communication
Specialization
Candidates should have at least one year of building maintenance or janitorial experience and possess excellent problem-solving skills. Experience working with low-income and diverse populations is also required.
New BDC at RML Auto
Chaoyang District, Beijing, China - Full Time
Skills Needed
Phone Skills, Sales Calls, Appointment Scheduling, Lead Follow Up, Customer Experience, Appointment Management, Product Knowledge, Written Communication, Verbal Communication, Attention To Detail, Documentation Skills, Client Follow Up, Ms Office Knowledge
Specialization
Candidates must possess excellent written and verbal communication skills and meet monthly performance requirements. A high school diploma or equivalent is required, along with strong attention to detail and documentation skills.
Cashier- Millington Barn at Memphis Goodwill Industries INC
Millington, Tennessee, United States - Full Time
Skills Needed
Customer Service, Sorting, Pricing, Safety Practices, Teamwork, Basic Math Skills, Merchandise Knowledge, Communication, Physical Stamina, Attention To Detail
Specialization
Candidates should be able to lift up to 60 pounds and perform basic math skills. A high school diploma or GED is required, along with a positive attitude and the ability to work evenings and weekends.
Registered Nurse Resident (3621) at REGIONAL ONE HEALTH
Memphis, Tennessee, United States - Full Time
Skills Needed
Nursing Care, Patient Assessment, Documentation, Patient Education, Interpersonal Skills, Critical Thinking, Collaboration, Emergency Response, Infection Control, Patient Safety, Therapeutic Interventions, Clinical Competency, Communication Skills, Teamwork, Continuous Training, Evidence Based Practice
Specialization
Candidates must have graduated from an accredited nursing school and be eligible to sit for the RN exam. New graduates with less than 12 months of RN experience are encouraged to apply.
Graduate Nurse Extern (3617) at REGIONAL ONE HEALTH
Memphis, Tennessee, United States - Full Time
Skills Needed
Nursing Care, Patient Assessment, Patient Teaching, Documentation, Clinical Monitoring, Patient Safety, Infection Control, Emergency Response, Communication, Team Collaboration, Record Keeping, Compliance, Continuous Education, Patient Transport, Charting, Patient Care Policies
Specialization
Candidates must have completed the course requirements for graduation from an approved nursing program and be qualified to work with various patient populations. Additionally, they must obtain RN licensure in Tennessee within 90 days of hire.
REF74541H - Deputy Manager - HR - Compensation and Benefits at WNS Global Services
Mumbai, maharashtra, India - Full Time
Skills Needed
Compensation Management, Data Management, Compensation Planning, Budget Setting, Variable Pay Plans, Hr Business Partnering, Rewards Management, Escalation Resolution
Specialization
Candidates should have a post-graduation in HR or a graduation in any stream with 3-4 years of relevant experience. This role requires strong skills in compensation management and data handling.
Experience Required
Minimum 2 year(s)
Senior Associate - Operations at WNS Global Services
, tamil nadu, India - Full Time
Skills Needed
Trade Finance, Payments Processing, Nostro Reconciliation, Swift, Banking Operations, Compliance, Risk Controls, Analytical Skills, Problem Solving, Communication, Stakeholder Coordination, Attention To Detail, Time Management, Process Improvement, Documentation, Record Management
Specialization
Candidates should have a strong understanding of Trade Finance products and relevant banking operations, along with 2-6 years of experience in Trade Finance Operations or Payments processing. A bachelor's degree in Commerce, Finance, or a related field is required, and certification in Trade Finance is a plus.
Experience Required
Minimum 2 year(s)
EMPLOYE BOULANGER (H/F) at Groupement Mousquetaires
Lussac-les-Châteaux, Nouvelle-Aquitaine, France - Full Time
Skills Needed
Baking, Customer Service, Product Quality, Teamwork, Creativity, Sales
Specialization
A CAP in sales is required, with or without experience in retail or craftsmanship. Strong interpersonal skills and a passion for customer service are essential.
Auxiliaire de puériculture at Babilou
Nice, Provence-Alpes-Côte d'Azur, France - Full Time
Skills Needed
Child Care, Communication, Teamwork, Creativity, Trust Building, Project Development, Protocol Implementation, Educational Project Development, Awareness Workshops
Specialization
Candidates must hold a State Diploma in Childcare Assistance (DEAP) and be looking for a position in a nursery. The role requires a commitment to quality care and collaboration with a multidisciplinary team.
Auxiliaire de puériculture at Babilou
Cannes, Provence-Alpes-Côte d'Azur, France - Full Time
Skills Needed
Childcare, Communication, Teamwork, Creativity, Trust Building, Care Quality, Family Relations, Project Development, Protocol Implementation, Educational Project Development, Awareness Workshops, Multidisciplinary Collaboration
Specialization
Candidates must hold a State Diploma in Childcare Assistance (DEAP) and be seeking a position in a nursery. The role requires a proactive approach and the ability to work collaboratively within a multidisciplinary team.
New York - Special Education Teacher at Parallel
New York, New York, United States - Full Time
Skills Needed
Special Education License, Diverse Student Populations, Phonics Based Programs, Tutoring, Differentiated Instruction, Neuropsychological Principles, Communication, Tele Health Services, Computer Skills, Iep Management, Case Management, Progress Monitoring, Family Collaboration, Session Documentation, Education Strategies
Specialization
Candidates must hold an active special education license and have practical experience working with diverse student populations. Knowledge of phonics-based programs and effective communication skills are also required.
Experience Required
Minimum 2 year(s)
North Carolina - Special Education Teacher at Parallel
, North Carolina, United States - Full Time
Skills Needed
Special Education License, Diverse Student Populations, Phonics Based Programs, Tutoring, Differentiated Instruction, Neuropsychological Principles, Communication, Tele Health Services, Computer Skills, Iep Management, Case Management, Progress Monitoring, Family Collaboration, Session Documentation, Education Strategies
Specialization
Candidates must have an active special education license and practical experience with diverse student populations. Knowledge of phonics-based programs and effective communication skills are also required.
Experience Required
Minimum 2 year(s)
Maine - Special Education Teacher at Parallel
, , United States - Full Time
Skills Needed
Special Education License, Diverse Student Populations, Phonics Based Programs, Tutoring, Differentiated Instruction, Neuropsychological Principles, Communication, Tele Health Services, Individualized Lesson Plans, Iep Management, Progress Monitoring, Family Collaboration, Session Documentation, Compensatory Education, Screenings, Education Strategies
Specialization
Candidates must have an active special education license and practical experience working with diverse student populations. Knowledge of phonics-based programs and effective communication skills are also required.
Experience Required
Minimum 2 year(s)
Community Association Manager at Associa
San Diego, California, United States - Full Time
Skills Needed
Customer Service, Conflict Resolution, Time Management, Microsoft Office, Community Management, Business Correspondence, Effective Communication, Team Collaboration
Specialization
Candidates should have proficiency in Microsoft Office and experience in community management or related fields. Strong customer service skills and the ability to manage multiple projects are essential.
Experience Required
Minimum 2 year(s)
Community Association Manager at Associa
Raritan Township, New Jersey, United States - Full Time
Skills Needed
Customer Service, Conflict Resolution, Microsoft Office, Community Management, Time Management, Effective Communication, Project Management
Specialization
Candidates should have proficiency in Microsoft Office and experience in community management or related fields. Strong customer service skills and the ability to manage multiple projects are essential.
Experience Required
Minimum 2 year(s)
Housekeeper Part Time-101020 at Extended Stay America
Phoenix, Arizona, United States - Full Time
Skills Needed
Cleaning, Communication, Time Management, Judgment, Safety Compliance, Guest Service, Teamwork, Attention To Detail
Specialization
No prior experience or training is necessary for this position. Candidates should be able to understand instructions and engage in effective communication with staff.
Educateur/trice de jeunes enfants at Babilou
Lyon, Auvergne-Rhône-Alpes, France - Full Time
Skills Needed
Project Development, Family Engagement, Space Management, Activity Planning, Team Leadership, Child Development, Peer Collaboration
Specialization
Candidates must hold a state diploma as an Educator of Young Children. Experience in a crèche setting and a passion for early childhood education are essential.
Agentic AI specialists at Bosch Group
, karnataka, India -
Full Time

Start Date

Immediate

Expiry Date

06 Apr, 26

Salary

0.0

Posted On

06 Jan, 26

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Data Science, Generative AI, AI Agent Collaboration, Multi-Agent Frameworks, LLMs, Prompt Engineering, Reinforcement Learning, NLP Tools, Deep Learning, Cloud Services, Human-Machine Interaction, Statistical Methods, Hierarchical Agent Frameworks, Memory Architectures, Error Rate Tracking, Knowledge Retention

Industry

Software Development

Description
Company Description Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 28,200+ associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region. Job Description Education and Work Experience Requirements: · 5 to 8 years of experience as Data Scientist· 2 to 3 years of experience in Generative AI solution development· Strong understanding of AI agent collaboration, negotiation, and autonomous decision-making.· Experience in developing and deploying AI agents that operate independently or collaboratively in complex environments.· Deep knowledge of agentic AI principles, including self-improving, self-organizing, and goal-driven agents.· Proficiency in multi-agent frameworks such as AutoGen, LangGraph, LangChain, and CrewAI for orchestrating AI workflows.· Hands-on experience integrating LLMs (GPT, LLaMA, Mistral, etc.) with agentic frameworks to enhance automation and reasoning.· Expertise in hierarchical agent frameworks, distributed agent coordination, and decentralized AI governance.· Strong grasp of memory architectures, tool use, and action planning within AI agents.· Autonomy Score: Measures the degree of independence in decision-making.· Collaboration Efficiency: Evaluates the ability of agents to work together and share information.· Task Completion Rate: Tracks the percentage of tasks successfully executed by agents.· Response Time: Measures the latency in agent decision-making and execution.· Adaptability Index: Assesses how well agents adjust to dynamic changes in the environment.· Resource Utilization Efficiency: Evaluates computational and memory usage for optimization.· Explainability & Interpretability Score: Ensures transparency in agent reasoning and outputs.· Error Rate & Recovery Time: Tracks failures and the system’s ability to self-correct.· Knowledge Retention & Utilization: Measures how effectively agents recall and apply information.· Hands-on experience with LLMs such as GPT, BERT, LLaMA, Mistral, Claude, Gemini, etc.· Proven expertise in both open-source (LLaMA, Gemma, Mixtral) and closed-source (OpenAI GPT, Azure OpenAI, Claude, Gemini) LLMs.· Advanced skills in prompt engineering, tuning, retrieval-augmented generation (RAG), reinforcement learning (RAFT), and LLM fine-tuning (PEFT, LoRA, QLoRA).· Strong understanding of small language models (SLMs) like Phi-3 and BERT, along with Transformer architectures.· Experience working with text-to-image models such as Stable Diffusion, DALL·E, and Midjourney.· Proficiency in vector databases such as Pinecone, Qdrant for knowledge retrieval in agentic AI systems.· Deep understanding of Human-Machine Interaction (HMI) frameworks within cloud and on-prem environments.· Strong grasp of deep learning architectures, including CNNs, RNNs, Transformers, GANs, and VAEs.· Expertise in Python, R, TensorFlow, Keras, and PyTorch.· Hands-on experience with NLP tools and libraries: OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Knowledge Graphs, and LLM-based applications.· Proficiency in advanced statistical methods and transformer-based text processing.· Experience in reinforcement learning and planning techniques for autonomous agent behavior. Mandatory Skills: · Design, develop, test, and deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models.· Strong understanding of LLMs, and associated technologies like RAG, Agents, VectorDB and Guardrails· Hand-on experience in GenAI frameworks like LlamaIndex, Langchain, Autogen, etc.· Experience in cloud services like Azure, GCP and AWS· Multi-agent frameworks: AutoGen, LangGraph, LangChain, CrewAI· Large Language Models (LLMs): GPT, Qualifications BE,BTECH or PHD Additional Information 7-11 years Legal Entity: Bosch Global Software Technologies Private Limited
Responsibilities
The role involves designing, developing, testing, and deploying machine learning models, particularly focusing on language models and generative AI solutions. Candidates will also work on integrating AI agents in complex environments and enhancing automation and reasoning capabilities.
Agentic AI specialists at Bosch Group
, karnataka, India - Full Time
Skills Needed
Data Science, Generative Ai, Ai Agent Collaboration, Multi Agent Frameworks, Llms, Prompt Engineering, Reinforcement Learning, Nlp Tools, Deep Learning, Cloud Services, Human Machine Interaction, Statistical Methods, Hierarchical Agent Frameworks, Memory Architectures, Error Rate Tracking, Knowledge Retention
Specialization
Candidates should have 5 to 8 years of experience as a Data Scientist, with a strong background in generative AI and multi-agent frameworks. A deep understanding of AI principles and hands-on experience with various LLMs and AI tools is essential.
Experience Required
Minimum 5 year(s)
Laboratory Asst at KPC GLOBAL MEDICAL CENTERS INC.
Menifee, California, United States - Full Time
Skills Needed
Specimen Collection, Phlebotomy, Laboratory Practices, Safety Procedures, Record Keeping, Emergency Management, Basic Arithmetic, Laboratory Equipment, Information Systems, Patient Interaction, Reagent Preparation, Team Leadership, Communication, Attention To Detail, Time Management, Problem Solving
Specialization
Candidates must have a high school diploma and a Certificate of Phlebotomy from an accredited program. A minimum of one year of experience as a phlebotomist and a valid California driver’s license are also required.
Court Clerk at CITY OF DECATUR
Decatur, Georgia, United States - Full Time
Skills Needed
Communication Skills, Data Entry, Customer Service, Legal Terminology, Record Management, Court Procedures, Teamwork, Problem Solving, Attention To Detail, Time Management, Gcic System, Bookkeeping, Microsoft Office Suite, Bilingual, Notary Public, Court Clerk Certification
Specialization
Candidates must have a high school diploma or GED equivalent, supplemented by two years of experience in record management or legal office work. Additionally, two years of experience in a Georgia municipal court environment is required.
Experience Required
Minimum 2 year(s)
Janitor at Low Income Housing Institute
Seattle, Washington, United States - Full Time
Skills Needed
Janitorial Experience, Building Maintenance, Problem Solving, Conflict Resolution, Customer Service, Diversity Awareness, Written Communication, Verbal Communication
Specialization
Candidates should have at least one year of building maintenance or janitorial experience and possess excellent problem-solving skills. Experience working with low-income and diverse populations is also required.
New BDC at RML Auto
Chaoyang District, Beijing, China - Full Time
Skills Needed
Phone Skills, Sales Calls, Appointment Scheduling, Lead Follow Up, Customer Experience, Appointment Management, Product Knowledge, Written Communication, Verbal Communication, Attention To Detail, Documentation Skills, Client Follow Up, Ms Office Knowledge
Specialization
Candidates must possess excellent written and verbal communication skills and meet monthly performance requirements. A high school diploma or equivalent is required, along with strong attention to detail and documentation skills.
Cashier- Millington Barn at Memphis Goodwill Industries INC
Millington, Tennessee, United States - Full Time
Skills Needed
Customer Service, Sorting, Pricing, Safety Practices, Teamwork, Basic Math Skills, Merchandise Knowledge, Communication, Physical Stamina, Attention To Detail
Specialization
Candidates should be able to lift up to 60 pounds and perform basic math skills. A high school diploma or GED is required, along with a positive attitude and the ability to work evenings and weekends.
Registered Nurse Resident (3621) at REGIONAL ONE HEALTH
Memphis, Tennessee, United States - Full Time
Skills Needed
Nursing Care, Patient Assessment, Documentation, Patient Education, Interpersonal Skills, Critical Thinking, Collaboration, Emergency Response, Infection Control, Patient Safety, Therapeutic Interventions, Clinical Competency, Communication Skills, Teamwork, Continuous Training, Evidence Based Practice
Specialization
Candidates must have graduated from an accredited nursing school and be eligible to sit for the RN exam. New graduates with less than 12 months of RN experience are encouraged to apply.
Graduate Nurse Extern (3617) at REGIONAL ONE HEALTH
Memphis, Tennessee, United States - Full Time
Skills Needed
Nursing Care, Patient Assessment, Patient Teaching, Documentation, Clinical Monitoring, Patient Safety, Infection Control, Emergency Response, Communication, Team Collaboration, Record Keeping, Compliance, Continuous Education, Patient Transport, Charting, Patient Care Policies
Specialization
Candidates must have completed the course requirements for graduation from an approved nursing program and be qualified to work with various patient populations. Additionally, they must obtain RN licensure in Tennessee within 90 days of hire.
REF74541H - Deputy Manager - HR - Compensation and Benefits at WNS Global Services
Mumbai, maharashtra, India - Full Time
Skills Needed
Compensation Management, Data Management, Compensation Planning, Budget Setting, Variable Pay Plans, Hr Business Partnering, Rewards Management, Escalation Resolution
Specialization
Candidates should have a post-graduation in HR or a graduation in any stream with 3-4 years of relevant experience. This role requires strong skills in compensation management and data handling.
Experience Required
Minimum 2 year(s)
Senior Associate - Operations at WNS Global Services
, tamil nadu, India - Full Time
Skills Needed
Trade Finance, Payments Processing, Nostro Reconciliation, Swift, Banking Operations, Compliance, Risk Controls, Analytical Skills, Problem Solving, Communication, Stakeholder Coordination, Attention To Detail, Time Management, Process Improvement, Documentation, Record Management
Specialization
Candidates should have a strong understanding of Trade Finance products and relevant banking operations, along with 2-6 years of experience in Trade Finance Operations or Payments processing. A bachelor's degree in Commerce, Finance, or a related field is required, and certification in Trade Finance is a plus.
Experience Required
Minimum 2 year(s)
EMPLOYE BOULANGER (H/F) at Groupement Mousquetaires
Lussac-les-Châteaux, Nouvelle-Aquitaine, France - Full Time
Skills Needed
Baking, Customer Service, Product Quality, Teamwork, Creativity, Sales
Specialization
A CAP in sales is required, with or without experience in retail or craftsmanship. Strong interpersonal skills and a passion for customer service are essential.
Auxiliaire de puériculture at Babilou
Nice, Provence-Alpes-Côte d'Azur, France - Full Time
Skills Needed
Child Care, Communication, Teamwork, Creativity, Trust Building, Project Development, Protocol Implementation, Educational Project Development, Awareness Workshops
Specialization
Candidates must hold a State Diploma in Childcare Assistance (DEAP) and be looking for a position in a nursery. The role requires a commitment to quality care and collaboration with a multidisciplinary team.
Auxiliaire de puériculture at Babilou
Cannes, Provence-Alpes-Côte d'Azur, France - Full Time
Skills Needed
Childcare, Communication, Teamwork, Creativity, Trust Building, Care Quality, Family Relations, Project Development, Protocol Implementation, Educational Project Development, Awareness Workshops, Multidisciplinary Collaboration
Specialization
Candidates must hold a State Diploma in Childcare Assistance (DEAP) and be seeking a position in a nursery. The role requires a proactive approach and the ability to work collaboratively within a multidisciplinary team.
New York - Special Education Teacher at Parallel
New York, New York, United States - Full Time
Skills Needed
Special Education License, Diverse Student Populations, Phonics Based Programs, Tutoring, Differentiated Instruction, Neuropsychological Principles, Communication, Tele Health Services, Computer Skills, Iep Management, Case Management, Progress Monitoring, Family Collaboration, Session Documentation, Education Strategies
Specialization
Candidates must hold an active special education license and have practical experience working with diverse student populations. Knowledge of phonics-based programs and effective communication skills are also required.
Experience Required
Minimum 2 year(s)
North Carolina - Special Education Teacher at Parallel
, North Carolina, United States - Full Time
Skills Needed
Special Education License, Diverse Student Populations, Phonics Based Programs, Tutoring, Differentiated Instruction, Neuropsychological Principles, Communication, Tele Health Services, Computer Skills, Iep Management, Case Management, Progress Monitoring, Family Collaboration, Session Documentation, Education Strategies
Specialization
Candidates must have an active special education license and practical experience with diverse student populations. Knowledge of phonics-based programs and effective communication skills are also required.
Experience Required
Minimum 2 year(s)
Maine - Special Education Teacher at Parallel
, , United States - Full Time
Skills Needed
Special Education License, Diverse Student Populations, Phonics Based Programs, Tutoring, Differentiated Instruction, Neuropsychological Principles, Communication, Tele Health Services, Individualized Lesson Plans, Iep Management, Progress Monitoring, Family Collaboration, Session Documentation, Compensatory Education, Screenings, Education Strategies
Specialization
Candidates must have an active special education license and practical experience working with diverse student populations. Knowledge of phonics-based programs and effective communication skills are also required.
Experience Required
Minimum 2 year(s)
Community Association Manager at Associa
San Diego, California, United States - Full Time
Skills Needed
Customer Service, Conflict Resolution, Time Management, Microsoft Office, Community Management, Business Correspondence, Effective Communication, Team Collaboration
Specialization
Candidates should have proficiency in Microsoft Office and experience in community management or related fields. Strong customer service skills and the ability to manage multiple projects are essential.
Experience Required
Minimum 2 year(s)
Community Association Manager at Associa
Raritan Township, New Jersey, United States - Full Time
Skills Needed
Customer Service, Conflict Resolution, Microsoft Office, Community Management, Time Management, Effective Communication, Project Management
Specialization
Candidates should have proficiency in Microsoft Office and experience in community management or related fields. Strong customer service skills and the ability to manage multiple projects are essential.
Experience Required
Minimum 2 year(s)
Housekeeper Part Time-101020 at Extended Stay America
Phoenix, Arizona, United States - Full Time
Skills Needed
Cleaning, Communication, Time Management, Judgment, Safety Compliance, Guest Service, Teamwork, Attention To Detail
Specialization
No prior experience or training is necessary for this position. Candidates should be able to understand instructions and engage in effective communication with staff.
Educateur/trice de jeunes enfants at Babilou
Lyon, Auvergne-Rhône-Alpes, France - Full Time
Skills Needed
Project Development, Family Engagement, Space Management, Activity Planning, Team Leadership, Child Development, Peer Collaboration
Specialization
Candidates must hold a state diploma as an Educator of Young Children. Experience in a crèche setting and a passion for early childhood education are essential.