RESPONSIBLITIES

• Must have knowledge in product stewardship in the following areas; Change Management, New enhancement, Tech knowledge, Customer Compliance and Product Testing.
• Must have actual on-site deployment experience.
• Possess knowledge on treatment of waste management.
• Ensure plant processes and controls are in compliance with Industry ISO standards and local and international regulations. Possess knowledge and certification in ISO 9001, ISO 45001 and FSSC 22000.
• Align all quality production activity to meet operations objectives and sales targets.
• Recommend new quality checks to improve product quality inspections for production and all quality related issues.
• Perform random product quality inspections & prepare documentations needed to meet and achieve industry certification for produced finished products.
• Responsible for all QA and QC processes as well as all safety and environmental practices within the plant. To review, establish and update.
• Conduct internal reviews and audits for regulatory compliance, prepare audit reports and ensure corrective actions are followed up.
• Handle customer complaints and provide resolution.
• Conduct, analyses & report incident investigations, and oversee recommendations for proper follow-up and closure.
• Manage plant safety, health and environment protection together with Production Manager.
• You will also be responsible for any office safety compliance and to work with the respective office building management, if needed.
• This role will report to Head Quarters Quality Compliance (Germany) and the General Manager (Singapore).
• Any other duties as and when required to be done by superior.

REQUIREMENTS

• Min Diploma, bachelor degree or equivalent
• Possess at least 4-5 years experience in QA and QC in plastic manufacturing industry
• Independent, self-motivated, resourceful and to have accountability
• Adaptable and competent person who understands not only ISO but the regulatory requirements.
• Experienced in Diagnostic troubleshooting skills
• Able to write reports and present confidently

HOW TO APPLY:

Interested applicants, please click on “Apply Now” and provide the below details in your resume.

We regret only shortlisted candidates will be notified.

Trust Recruit Pte Ltd

EA License No: 19C9950

EA Personnel: Ding Xin Er

EA Personnel Reg No: R22106669

The successful candidate will lead a team in ensuring the delivery of efficient and effective day-to-day HR operations that are in compliance with HR policies and processes.

Team Management:

• Provide ongoing training and development opportunities to enhance team capabilities.
• Foster a positive and collaborative work environment.

Process Management & Continuous Improvement:

• Design, implement, and optimize HR shared service and adjunct operations processes to improve efficiency and effectiveness.
• Identify areas for improvement and implement initiatives to enhance service quality and efficiency.
• Ensure compliance with internal HR policies and Local Employment guidelines.
• Identify opportunities for process automation and leverage technology to streamline operations.
• Stay up-to-date on Workday features and best practices to ensure the HR processes remain current and efficient.

Customer Service & Service Delivery:

• Build strong relationships with internal stakeholders to understand their needs and provide good and efficient service.
• Respond promptly to inquiries and resolve HR-related issues in a timely and professional manner.
• Oversee the delivery of effective and efficient HR services for employee onboarding, contract renewal, retirement, and offboarding.

Additional Responsibilities:

• Oversee the timely and accurate processing of invoices, ensuring all necessary approvals are obtained.
• Actively engage in Workday-related discussions to contribute to system enhancements and modifications.
• Participate in organization and polytechnic sector projects and discussions.

Qualifications and Skills:

• At least (8) years of experience in HR, with at least (3) years in a supervisory or managerial role
• Ability to work independently as well as a team-player
• Excellent communication and interpersonal skills
• Strong organizational and problem-solving skills
• Experience in a shared services environment
• Knowledge of common productivity tools to aid digitalization efforts, and Workday system would be good (but not a must)

Interested candidate please click "APPLY" to begin your job search journey and submit your CV directly through the official PERSOLKELLY job application platform - GO Mobile.

We regret to inform that only shortlisted candidates will be notified.

https://go.persolkelly.com/job/apply/10084

By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolkelly.com.sg/policies. You acknowledge that you have read, understood, and agree with the Privacy Policy.

PERSOLKELLY Singapore Pte Ltd • RCB No. 200007268E • EA License No. 01C4394• Reg. R22108817 Lin JingYuan

Job Title: Contract Project Manager (Banking and Finance Sector)

We are hiring under Recruit Express headcount, and you will be deployed to:

Location: Central Region

Pay: $4000- $5000

Duration: 1-year contract Renewable

Working Hours: 5.5 days

Key Responsibilities:

• Plan, initiate, and manage IT projects (e.g., SharePoint, eGIRO) ensuring they meet timelines, budget constraints, and project specifications.
• Liaise with project vendors to coordinate and oversee project delivery.
• Lead the development of new software applications (e.g., Banking software) and systems, including requirement gathering, design, coding, testing, and deployment.
• Ensure quality and functionality of the software and systems meet the organizational standards.
• Analyze the work plan for the department, identifying key areas for improvement and optimization.
• Write detailed reports on project progress, department performance, and other relevant metrics.
• Identify the types of reports to be submitted from the department and ensure timely and accurate submission.
• Liaise with internal stakeholders to determine their technology needs and ensure IT projects align with the overall business strategy.
• Research and implement new technologies that can improve the efficiency and effectiveness of business operations.
• Proactively seek out opportunities for technological improvements and present recommendations to senior management.
• Ensure all IT practices comply with regulatory standards and company policies.
• Maintain thorough documentation of all projects and change management processes to ensure transparency and compliance.

Qualifications

• Bachelor’s degree in Information Technology, Computer Science, or a related field.
• Minimum 3-5 years of experience in IT project management and software development.
• Proven track record of successfully managing IT projects from initiation to completion.
• Experience in developing and deploying software applications, particularly in the banking or financial services sector.
• Experience with database management systems.
• Strong analytical and problem-solving skills.
• Experience in writing detailed reports and performance metrics.

Interested applicants, please Email,

Fabian Ling Tuong Liing

Email Address: [email protected]

Outsourcing Team

Recruit Express Pte Ltd

EA Licence No: 99C4599

We regret that only shortlisted candidates will be contacted.

Location: Tuas

Salary: $4000 - $5000 + Commission

Working days: Monday - Friday

Working hours: 8:30am – 4.30pm

This role is responsible for overseeing and driving the company's sales and marketing efforts to ensure consistent revenue growth and market leadership.

Responsibilities

Sales

• Customer Relationship Management: Build and maintain strong relationships with customers to foster long-term loyalty and repeat business.
• Sales Performance Analysis: Monitor sales performance, identify trends, and take corrective action as needed.
• Sales Forecasting: Prepare accurate sales forecasts to support business planning and resource allocation.
• New Business Development: Identify and pursue new business opportunities to expand the company's customer base and revenue streams.
• Internal Coordination: Ensure agreement with customers are executed by the team.

Marketing

• Market Research: Conduct market research to identify new business opportunities, analyze competitor activities, and understand customer needs.
• Marketing Strategy Development: Develop and execute comprehensive marketing strategies to increase brand awareness, generate leads, and drive customer engagement.
• Brand Management: Protect and enhance the company's brand image through consistent messaging and marketing initiatives.
• Digital Marketing: Leverage digital marketing channels (e.g., websites, social media, SEO) to reach target audiences and drive online sales.
• Event Management: Organize and participate in industry events, trade shows, and conferences to promote the company and its products.
• Other ad-hoc duties as and when assigned.

Requirement

• Relevant Experiences, preferably in the Heavy Equipment Industry
• Valid Class 3 License & Possess own vehicle

Interested applicants can email your CV to [email protected] or whatsapp to +65 89249206

The Supreme HR Advisory Pte. Ltd || 14C7279

Chua Jie Ying (Cai Jie Ying), Evelynn || EA Personnel License R24120580

As a Technical Manager, you will oversee the full project lifecycle, from requirements gathering to solution delivery, ensuring high standards in software development and cloud-based deployments. You will be responsible for leading cross-functional teams, designing scalable architectures, and managing project timelines and budgets. This is a hands-on role requiring a strategic mindset and technical expertise in software development and cloud environments.

Key Responsibilities:

Project Management:

• Lead end-to-end project management for complex technical initiatives.
• Define project scope, goals, and deliverables in collaboration with stakeholders.
• Develop and manage project timelines, budgets, and resources.
• Proactively identify and mitigate project risks to ensure on-time, on-budget delivery

Solution Architecture:

• Design and oversee robust, scalable solution architectures aligned with business requirements.
• Collaborate with development teams to ensure adherence to architectural guidelines and standards.
• Conduct technical feasibility studies and recommend technology solutions that optimize performance and cost.

Software Development:

• Provide hands-on support to development teams, including code reviews, troubleshooting, and best practices guidance.
• Ensure high-quality coding standards, design principles, and performance optimization in software solutions.
• Keep up-to-date with industry trends to introduce cutting-edge technologies and methodologies into the development process.

Cloud Management:

• Oversee the deployment and management of cloud solutions (AWS, Azure, or GCP).
• Ensure cloud infrastructure is scalable, secure, and cost-efficient.
• Manage cloud resource allocation, performance, and monitoring, while ensuring compliance with company and industry standards.

Qualifications:

• Bachelor’s or Master’s Degree in Computer Science, Software Engineering, or related field.
• Minimum of 8 years of experience in technical project management, solution architecture, software development, and cloud services.
• Proficiency with project management methodologies (Agile, Scrum, Waterfall) and tools (Jira, Asana).
• Strong expertise in solution architecture and software development, with hands-on experience in Python, Java or .NET.
• Extensive experience with cloud platforms (AWS, Azure, or GCP), including infrastructure design, deployment, and maintenance.
• Excellent leadership, communication, and interpersonal skills, with a proven ability to collaborate effectively with cross-functional teams.
• Strong problem-solving skills with a strategic, results-oriented mindset.

For interested candidates, kindly send you resume to:

[email protected] OR Please click ‘Apply Now’

We regret to inform that only shortlisted candidates will be contacted.

Dianne Balmaceda Antonio

R1105287

BGC Group Pte Ltd

EA 05C3053

We are the only professional services organization who has a separate business dedicated exclusively to the financial services marketplace. Join Financial Services (FSO) and you will work with multi-disciplinary teams from around the world to deliver a global perspective. Aligned to key industry groups including asset management, banking and capital markets, insurance and private equity, we provide integrated advisory, assurance, tax, and transaction services.

The opportunity

With our Data & Analytics team in FSO experiencing rapid growth, now is an exciting time to join us on this journey. We are looking for talent with a passion for data and the know-how to partner with our to clients to disrupt and transform Financial Services organisations. Whether you are a Consultant at the start of your career or a Manager looking for the next opportunity, if you want to make a difference by developing leading data and technology strategies and helping to solve our clients’ most pressing data challenges, we would love to hear from you.

Your key responsibilities

· Design the execution of our clients’ transformation programs to support their transition towards a data-driven organisation, with data and people at the heart of change.

· Bring to life a seamless data and analytics strategy that solve our clients’ most complex business challenges to enable the making of better-informed decisions.

· Design and implement data and technology operating models that encompass people, process, technology, and data.

· Leverage data platforms and solutions to help our clients visualise and better understand their data.

· Provide thought leadership on how our clients can innovate with traditional or emerging technology tools and disrupt their current ways of working to extract greater value from their input.

· Lead and support the creation of client proposals and business development initiatives.

Skills and attributes for success

· Understand how data strategies are created and implemented.

· Passion for designing large, multi-year data transformations with people at the centre of change.

· Passion for solving big complex problems using data and technology

· Working with diverse and inclusive teams of talented people solving client issues.

· Build strong, meaningful relationships with client stakeholders.

· Work as a team player to support other team members by sharing your knowledge, experience, and skillsets.

To qualify for the role, you must have

· Minimum 6 years’ experience in Financial Services (either industry or consulting and appropriate to your level). Preferably a year of consulting experience in any of the Big 4 or consulting firms.

· Experience in data and analytics approaches such as data mesh.

What we look for

Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry. An effective communicator, you’ll be a confident team player that collaborates with people from various teams while looking to develop your career in a dynamic organization.

What we offer

· Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.

· Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way

· Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.

· Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

If you can demonstrate that you meet the criteria above, please contact us as soon as possible.

The exceptional EY experience. It’s yours to build.

Apply now.

Role:

Assistant Contracts Manager (M&E / Up to $5800)

• Basic: $4,000 - $5,800
• Working Hours: 5 Days Mon-Fri (830am to 530pm)
• Location: Redhill (Office)

Job Responsibilities

• As part of Tender/Contracts Team responsible in Pre/Post-Contracts administration
• Prepare and analyze cost comparison
• Obtaining quotations, liaising and negotiate with sub-contractors and suppliers
• Prepare Variation Orders, claims, final accounts, settlement and sub-contractor payments
• To assist in contract administration, prepare progress claim(s) and liaise with the Client’s representative.
• Review and preparing of response for claims and variation costs;
• To compile subcontractor quotations and submit for review and approval;
• To review and verify the Subcontractor’s / Supplier’s claims and prepare payment certificates and to obtain approval from various approving parties;
• Preparation of final accounts and variation submissions;
• Any other contracts management related job

Requirements:

• Degree / Diploma in Quantity Surveying / Building or equivalent from a recognized University.
• Minimum 5 years of related working experience in industrial projects.
• Good working knowledge in Mechanical and Electrical.
• Good knowledge of Singapore health and safety rules and regulations.
• Good knowledge of materials and works for site usage
• Good knowledge on local pricings

✅ Wee Yuan Huan

✅ Reg No: R21100383

✅ The Supreme HR Advisory Pte Ltd

✅ EA No: 14C7279

Basic: $4,000 - $5,800
Working Hours: 5 Days Mon-Fri (830am to 530pm)
Location: Redhill

Job Responsibilities

• As part of Tender/Contracts Team responsible in Pre/Post-Contracts administration
• Prepare and analyze cost comparison
• Obtaining quotations, liaising and negotiate with sub-contractors and suppliers
• Prepare Variation Orders, claims, final accounts, settlement and sub-contractor payments
• To assist in contract administration, prepare progress claim(s) and liaise with the Client’s representative.
• Review and preparing of response for claims and variation costs;
• To compile subcontractor quotations and submit for review and approval;
• To review and verify the Subcontractor’s / Supplier’s claims and prepare payment certificates and to obtain approval from various approving parties;
• Preparation of final accounts and variation submissions;
• Any other contracts management related job

Requirements:

• Degree / Diploma in Quantity Surveying / Building or equivalent from a recognized University.
• Minimum 5 years of related working experience in industrial projects.
• Good working knowledge in Mechanical and Electrical.
• Good knowledge of Singapore health and safety rules and regulations.
• Good knowledge of materials and works for site usage
• Good knowledge on local pricings

Interested applicants can email your CV to [email protected] or whatsapp to +65 89249206

The Supreme HR Advisory Pte. Ltd || 14C7279

Chua Jie Ying (Cai Jie Ying), Evelynn || EA Personnel License R24120580

· Foot Reflexology Therapist/Beautician (Full Time)

·Provide facial and body wellness treatments

· Provide advice on skincare

· Provide body wellness massage and face spa massage

· Ensure the cleanliness and hygiene of equipment and salon Provide Foot Reflexology and Body Massage.

· Able to serve both Male and Female clients

· Customer service orientated, sales driven and target oriented person

· A team player with good communication and interpersonal skill

· responsible preparing the necessary treatment products, stocks replenishment, towels supply, etc.

. Basic + Commission.

Requirements:

· At least 1 year of experience.

· Strong communications and interpersonal skills with all level of people

· Well-groomed.

The upcoming Eastern General Hospital (EGH) seeks to provide excellent healthcare and promote healing that is centred around each person. When operational, EGH will provide a comprehensive range of inpatient and outpatient clinical specialties and healthcare services covering emergency, acute and secondary care. EGH’s vision is to be a great hospital for the community and a great workplace for staff, and it seeks to do so by harnessing innovative technologies in patient care, journeying closely with patients and the community to lead healthier and more fulfilling lives, and being an employer of choice that empowers staff in their careers.

In this role, you will be part of the Development Secretariat team to support the Hospital Planning Committee (HPC) in the planning, coordination, development and management of Eastern General Hospital and Eastern Community Hospital (EGH Campus). You will support the Deputy Director (Hospital and Services Planning) to ensure that the execution, budget and quality of the development are in accordance with the established program, which includes end-user briefs, operations requirements, systems design with technology partners, guidelines and project timelines. Additionally, you will facilitate workshops, coordination meetings with various project stakeholders and reporting to HPC.

Job requirements

• Bachelor degree in Architectural, Engineering or related fields
• Minimum 8 years of related work experience and demonstrated competency (with at least 2 years of managerial / supervisory experience)
• Knowledge and skill in design thinking, change management, project management, process and technology adoption methodologies, would be a strong advantage
• Familiar with hospital operations
• Excellent communication and interpersonal skills and the ability to engage various stakeholders
• Team player, highly motivated and action-oriented with excellent planning, analytical and critical thinking skills
• Able to work under pressure, adapt to change and manage challenges
• Familiar with AutoCAD, Photoshop and presentation software.

Senior Program Manager (PMP/ HMLV)

Responsibilities:

• Monitor project activities to ensure effective communication, facilitating timely and budget-compliant project completion.
• Collaborate with cross-functional departments to meet commitments, achieve customer-focused scorecards, and fulfill all inventory and loading goals.
• Establish strategic relationships with customers and provide leadership to enhance delivery and customer support.
• Review customer demand forecasts and conduct risk assessments comparing actual and budgeted figures.
• Chair steering committee meetings with key customers for business and operational reviews and escalations.
• Develop plans to create touchpoints for customer interaction to pursue new business opportunities.
• Oversee and manage new product launches with support from specialized functional teams.
• Design work systems and processes that enhance productivity and initiate continuous improvement projects.
• Select, develop, and evaluate personnel to ensure efficient operational performance.
• Participate in company-wide Continuous Improvement programs to reduce waste, costs, errors, and improve productivity.

Requirements:

• Bachelor’s degree in Business Administration or Engineering.
• Min 10 years of program management and planning experience in the semiconductor industry (HMLV - High Mix, Low Volume).
• Excellent influencing skills to gain executive alignment and mobilize resources for successful project delivery.
• Demonstrated ability to take ownership and consistently deliver results in a fast-paced, dynamic environment.
• Familiarity with MRP, Oracle, and Agile systems.
• Project Management Professional (PMP) certification is a plus.

Interested applicants please submit your resume to [email protected]

Job Description

• Industry/ Organization Type: Accounting Firm (Global)
• Position Title: Audit Manager (Technical & Training)
• Working Location: Central
• Working Hours: Monday – Friday (8:45 AM – 5:30 PM)
• Salary Package: Up to $8,000 + Performance Bonus
• Duration: Permanent

Key Responsibilities

• Assist with reviewing client/audit team working papers on the appropriateness of asset/ liability carrying amounts measured using fair or recoverable values.
• Perform independent valuations for businesses, intellectual property, financial instruments, etc.
• Conduct market and industry research.
• Construct and analyze financial models.
• Develop financial models and establish best practices, workflows, and procedures in related areas.
• Perform financial modelling and forecasting using various methods and tools.
• Review valuation reports for inaccuracies.
• Identify gaps in valuation reports and suggest improvements.
• Understand and apply financial reporting standards; pose relevant challenges and questions on key inputs and assumptions used by management.
• Guide the team in amending reports to clearly articulate valuation conclusions.
• Engage in technical research and consultations, including writing technical publications, reviewing and developing technical working paper templates and training materials, and facilitating/conducting technical training sessions.
• Review and develop training programs, coordinate and conduct training, and monitor CPE hours for audit professionals.
• Participate in other ad-hoc projects as required.

APPLY NOW!!!

• Bachelor’s Degree in Accountancy or equivalent professional qualification.
• At least 5 years of audit experience, preferably from an international public accounting firm.
• A demonstrated deep passion for specialization in technical research and professional training.

Kindly apply through ANY of the following methods:

• Submit your application by clicking the APPLY button;
• Email your resume to Job(at)anradus.com.sg. Please indicate #67105 on the email subject.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend continuing your job search to maximize your opportunities.

Anradus Pte Ltd | EA License No. 20C0161 | Adelin Chong | EA Reg No.: R1875641

Cleaning Operations Manager (Commercial and Environmental)

Job Summary:

The Operations Manager (Commercial and Environmental) is responsible for providing the overall direction of the organisation within the guidelines set up by the board of directors or a similar governing body. As a systems thinker, he or she will strategize and directs operational activities and translate organisational goals into achievable steps, anticipates and stays ahead of trends and takes advantage of opportunities. He or She will also mentor the management team as part of succession planning and represents the organisation in meetings with clients, investors and business partners.

He or She is expected to be at our project sites and build relationships with our clients and work closely with the Commercial and Environmental - Operations Executive as part of his role.

This requires him or her to be organised, strategic, adaptable, highly driven and capable of interacting with key stakeholders.

Job Responsibilities:

1. Lead teams

- Develop strategy plans to promote organisation core values

- Manage the professionalism of the staff

- Mentor and lead management staff

- Lead organisational succession planning, capability development and employee engagement

2. Drive business operations

- Drive the overall growth of business and operations

- Drive opportunities to improve market visibility and presence of the organisation

- Lead budget planning for the organisation

- Represent and promote the organisation

- Direct the development and review of operation policies and procedures

3. Manage client relationships

- Collaborate with clients to achieve business goals

- Direct the development and review of strategic plans to improve relationships with clients

4. Manage Incidents

- Oversee the conduct and review of contingency plans

- Endorse emergency and crisis management response plans, processes and procedures

- Provide direction on analysed trends of reported incidents

5. Manage cleaning services

- Coordinate with supervisor and client to ensure quality service delivery (compiling, analysing, development and review of operation plans to improve work procedures and quality service delivery)

- Ensure cleaning teams adhere to safety measures to during cleaning operation

- Assist in budget planning for cleaning operations

- Review daily cleaning job reports for submission to management

- Preparing periodic schedules and all other documentations and ensure all periodic schedules has been enforced and followed up accordingly.

- Covering of manpower if needed (requires you to do hands-on cleaning)

- Recruiting of manpower for projects

- Resolving all matters/ incidents on site

6. Manage inventory, equipment and maintenance schedule

- Stocktake and allocating of equipment and/or technologies and supplies to project sites

- Identify and recommend suitable equipment and/or technologies to improve cleaning operations

- Implement maintenance schedules for tools and equipment

7. Manage cleaning teams

- Facilitating in planning of work schedules, deployment of manpower, effective work processes and capability development of staff

8. Manage incidents

- Guide teams to respond to major incidents/emergencies and reporting it to the management

9. Any other tasks as assigned by the reporting officer.

Job Requirements:

- At least 7 year(s) of working experience in the related field is required for this position.

- Preferably Managers specializing in Commercial and Environmental or Facilities Management

Job Descriptions :

· Handle full set of accounts

· Process and verify invoices, expenses claims, and reimbursements accurately

· Handle GST filings, payroll processing and CPF submissions

· Manage monthly journals, payments and receipts

· Preparation of month end reporting, cash flow forecast and budgets management

· Responsible for annual statutory financial audit reporting and corporate tax matters

· Communicate with inter-companies accounting team and liaise external parties such as auditor, tax and bank

· Ensure smooth implementation and enforcement of HR policies and procedures

· Administering employee benefits, compensation plans, and policy updates

· Maintain accurate and updated personnel data and HR systems

· Keep organised and confidential filing systems for company records

· Manage all aspects of work pass matters, including applications, renewals and appeals

· Manage employee relations, compliance with employment laws and policy updates

· Ensure office efficiency, general office upkeep and maintenance

· Coordinate onboarding and offboarding processes to ensure seamless transitions

· Welcome office visitors and manage communications (calls, emails, mail)

Job Requirements :

· Bachelor’s degrees in accounting with at least 5 years of hands-on experience in accounting and HR function

· Strong in organisational skills, with and eye of detail and accuracy

· Excellent problem-solving abilities and analytical skills

· Strong in communication skill, both verbal and written in English and Chinese

· Advanced proficiency in MS Office, particularly in Excel

· People-focused, with proactive and team-oriented mindset

· Ability to manage multiple tasks while maintaining quality and meeting deadlines

· Capable of working independently and handling responsibilities with minimal supervision