About Rapsodo

Rapsodo is a global sports technology company with offices in Singapore, the United States, Türkiye, Japan, and Malaysia. We build data-driven, portable, and easy-to-use sports analytics products that help athletes at every level understand and improve their performance. From Major League Baseball pitchers to professional golfers, our technology is trusted by athletes and coaches worldwide — from youth development to elite competition. Our products deliver real-time, actionable insights that directly impact performance.

We operate at the intersection of hardware and software, designing and building integrated systems with a strong emphasis on accuracy, reliability, and performance. Rapsodo is a globally distributed team, working across regions, cultures, and time zones. What enables us to operate effectively is not just technical capability, but how we work — with ownership, clarity, and disciplined execution.

About the Role

This is not a typical MBA internship.

You will work directly with the CEO to drive execution across the Rapsodo Device Organization — the team responsible for building Rapsodo’s core products. You will be operating at the center of a global engineering organization, helping ensure priorities are clear, teams are aligned, and critical initiatives move forward without friction.

This role is designed for candidates with an engineering background who want to transition toward technical project or program management, with real exposure to leadership and decision-making.

You will not be observing from the sidelines. You will be expected to contribute to execution from the start.

Strong performance in this role can lead to a full-time Technical Project Manager position within the CEO Office or Rapsodo Device Organization.

What You Will Work On

• Translate priorities into clear, structured execution plans across hardware, firmware, and software teams
• Maintain visibility on progress across critical initiatives and ensure momentum is sustained
• Coordinate across globally distributed teams to align on timelines, dependencies, and deliverables
• Run execution cadences (check-ins, reviews, follow-ups) to drive accountability
• Surface risks, bottlenecks, and misalignment early and help drive resolution
• Provide clear, concise updates to the CEO on progress, issues, and next steps
• Improve visibility and execution through simple, effective tracking and reporting systems
• Apply AI tools to improve visibility, identify patterns and risks early, and enhance the speed and quality of execution

Who Will Thrive in This Role

• An engineering background with a solid understanding of how products are built end-to-end
• Comfort operating across different cultures, time zones, and working styles
• Ability to bring structure to complexity and keep multiple workstreams aligned
• Strong sense of ownership, with consistent follow-through and a focus on closing loops
• Clear and direct communication, particularly when identifying issues or misalignment
• A focus on execution and outcomes rather than analysis alone
• Confidence working closely with leadership and operating in a high-expectation environment
• A mindset that prioritizes early signals over late surprises, with a preference for structured execution over reactive firefighting
• Curiosity about how AI can be applied to improve execution, decision-making, and product outcomes
• A proactive approach to leveraging AI tools to enhance productivity, insight generation, and workflow efficiency

Requirements

• Bachelor’s degree in Engineering (Electrical & Electronics, Mechanical, Computer Engineering or related fields)
• 3-5 years of hands-on engineering experience
• Currently pursuing or recently completed an MBA
• Ability to operate credibly with engineering teams from day one
• Familiarity with AI/ML concepts and practical experience using AI tools to improve analysis, workflows, or execution

Nomura Overview

Nomura is a global financial services group with an integrated network spanning over 30 countries and regions. By connecting markets East & West, Nomura services the needs of individuals, institutions, corporates and governments through its three business divisions: Retail, Wholesale (Global Markets and Investment Banking), and Investment Management. Founded in 1925, the firm is built on a tradition of disciplined entrepreneurship, serving clients with creative solutions and considered thought leadership. For further information about Nomura, visit www.nomura.com.

Department Overview

Nomura's International Wealth Management department offers unparalleled financial services and solutions to high-net-worth individuals and families globally. Our dedicated team of experts provides personalized advice and tailored strategies to help clients achieve their financial goals and preserve their wealth. With a comprehensive range of investment products and a commitment to exceptional client service, we are proud to be a trusted partner in navigating the complexities of the global financial landscape.

Role Description

The Client Services Manager will play a crucial role in delivering exceptional service to our high-net-worth clients across various global markets. This position requires a deep understanding of wealth management products and services, along with strong interpersonal skills to foster and maintain client relationships.

Responsibilities

• Provide fundamental support in all aspects of client service, client relationship building and account maintenance to assist the business activities of Relationship Managers
• Respond to client inquiries on account documentation, account activity, statement information, securities transfers, general private banking product and/or service information
• Liaison with Clients, Business Supports and Service Providers to ensure timely transaction processing and service delivery of clients’ requirements
• Assist in client on/off boarding pre-checks/processes and all account reviews
• Ensure the operational processes are performed in compliance with the bank's policy and regulatory requirements
• Receive, execute and report order for equities, foreign exchange, structured and fixed-income products in a timely and accurate manner
• Provide secretarial and administrative support
• Handle logistics for business trips and meetings
• Any other job duties which the supervisor may delegate from time to time

Requirements

• Degree from a University in Finance or Business
• Minimum 5 years’ experience as client services or relationship management within wealth management or private banking
• Minimum 5 experience with investment products, financial planning, and wealth management principles
• Possess Client Advisor Competency Standards (CACS) papers 1 and 2
• Excellent communication and interpersonal skills, with a client-centric approach
• Meticulous and ability to multi-task
• Organised team player with good understanding of financial products and services

Nomura Competencies

• Explore Insights & Vision: Identify the underlying causes of problems faced by you or your team and define a clear vision and direction for the future.
• Making Strategic Decisions: Evaluate all the options for resolving the problems and effectively prioritize actions or recommendations.
• Inspire Entrepreneurship in People: Inspire team members through effective communication of ideas and motivate them to actively enhance productivity.
• Elevate Organizational Capability: Engage proactively in professional development and enhance team productivity through the promotion of knowledge sharing.
• Inclusion: Respect DEI, foster a culture of psychological safety in the workplace and cultivate a "Risk Culture" (Challenge, Escalate and Respect).

Diversity Statement

Nomura is committed to an employment policy of equal opportunities, and is fundamentally opposed to any less favourable treatment accorded to existing or potential members of staff on the grounds of race, creed, colour, nationality, disability, marital status, pregnancy, gender or sexual orientation.

DISCLAIMER: This Job Description is for reference only, and whilst this is intended to be an accurate reflection of the current job, it is not necessarily an exhaustive list of all responsibilities, duties, skills, efforts, requirements or working conditions associated with the job. The management reserves the right to revise the job and may, at his or her discretion, assign or reassign duties and responsibilities to this job at any time.

Nomura is an Equal Opportunity Employer
SFID: 13127

Real Estate Analytics Pte Ltd is seeking a dynamic and motivated Business Analyst Intern to join our team. The successful candidate will have the opportunity to work closely with experienced professionals in the real estate and analytics domains, contributing to meaningful projects and gaining hands-on experience in a dynamic and collaborative work environment. 

Key Responsibilities: 

• Conduct thorough analysis of real estate data sets to extract meaningful insights and trends. 

• Assist in researching and gathering market intelligence to support strategic decision-making 

•  Develop and generate regular reports for internal stakeholders, presenting findings in a clear and concise manner. 

• Identify opportunities for process optimization and efficiency gains within the analytics workflow. 

• Work collaboratively with cross-functional teams to understand business requirements and contribute to the development of innovative solutions. 

• Maintain detailed documentation of analytical processes, methodologies, and results. 

• Stay abreast of industry trends, emerging technologies, and best practices in business analysis and real estate analytics. 
  

Qualifications: 

• Currently pursuing a degree in Business, Finance, Economics, Statistics, or a related field. 

• Having financial knowledge in REITS is a plus  

• Strong analytical and problem-solving skills with keen attention to detail. 

• Proficiency in data analysis tools such as Microsoft Excel, SQL, and statistical software. 

• Excellent verbal and written communication skills. 

• Eagerness to learn and adapt to new challenges. 

• Ability to work independently and collaboratively within a team. 

• Prior internship or coursework related to business analysis or real estate is a plus. 

About Rapsodo

Rapsodo is a global sports technology company with offices in Singapore, the United States, Türkiye, Japan, and Malaysia. We build data-driven, portable, and easy-to-use sports analytics products that help athletes at every level understand and improve their performance. From Major League Baseball pitchers to professional golfers, our technology is trusted by athletes and coaches worldwide — from youth development to elite competition. Our products deliver real-time, actionable insights that directly impact performance.

We operate at the intersection of hardware and software, designing and building integrated systems with a strong emphasis on accuracy, reliability, and performance. Rapsodo is a globally distributed team, working across regions, cultures, and time zones. What enables us to operate effectively is not just technical capability, but how we work — with ownership, clarity, and disciplined execution.

About the Role

This is not a typical MBA internship.

You will work directly with the CEO to drive execution across the Rapsodo Device Organization — the team responsible for building Rapsodo’s core products. You will be operating at the center of a global engineering organization, helping ensure priorities are clear, teams are aligned, and critical initiatives move forward without friction.

This role is designed for candidates with an engineering background who want to transition toward technical project or program management, with real exposure to leadership and decision-making.

You will not be observing from the sidelines. You will be expected to contribute to execution from the start.

Strong performance in this role can lead to a full-time Technical Project Manager position within the CEO Office or Rapsodo Device Organization.

What You Will Work On

• Translate priorities into clear, structured execution plans across hardware, firmware, and software teams
• Maintain visibility on progress across critical initiatives and ensure momentum is sustained
• Coordinate across globally distributed teams to align on timelines, dependencies, and deliverables
• Run execution cadences (check-ins, reviews, follow-ups) to drive accountability
• Surface risks, bottlenecks, and misalignment early and help drive resolution
• Provide clear, concise updates to the CEO on progress, issues, and next steps
• Improve visibility and execution through simple, effective tracking and reporting systems
• Apply AI tools to improve visibility, identify patterns and risks early, and enhance the speed and quality of execution

Who Will Thrive in This Role

• An engineering background with a solid understanding of how products are built end-to-end
• Comfort operating across different cultures, time zones, and working styles
• Ability to bring structure to complexity and keep multiple workstreams aligned
• Strong sense of ownership, with consistent follow-through and a focus on closing loops
• Clear and direct communication, particularly when identifying issues or misalignment
• A focus on execution and outcomes rather than analysis alone
• Confidence working closely with leadership and operating in a high-expectation environment
• A mindset that prioritizes early signals over late surprises, with a preference for structured execution over reactive firefighting
• Curiosity about how AI can be applied to improve execution, decision-making, and product outcomes
• A proactive approach to leveraging AI tools to enhance productivity, insight generation, and workflow efficiency

Requirements

• Bachelor’s degree in Engineering (Electrical & Electronics, Mechanical, Computer Engineering or related fields)
• 3-5 years of hands-on engineering experience
• Currently pursuing or recently completed an MBA
• Ability to operate credibly with engineering teams from day one
• Familiarity with AI/ML concepts and practical experience using AI tools to improve analysis, workflows, or execution

What You’ll Do

We are seeking a motivated and detail-oriented Business Analyst Intern to join our team. This is a great opportunity for someone looking to gain hands-on experience analyzing business processes, gathering requirements, and supporting data-driven decision-making. You’ll work closely with cross-functional teams to help solve real business problems and improve operational efficiency.

• Assist in collecting and analyzing data to identify trends, issues, and opportunities

• Data cleansing of data collected and creation of dashboards for clients

• Support the development of reports, dashboards, and presentations for stakeholders
• Participate in stakeholder meetings and document business requirements
• Help model and map current and future state business processes
• Conduct market or competitor research to support strategic initiative
• Collaborate with team members for ad hoc analysis
• Improve and review CRM system based on business needs and requirements

What We Look For

• Currently pursuing a diploma or degree in Business Analytics, Information Systems, or a related field
• Strong analytical and problem-solving skill
• Ability to work independently and collaboratively in a fast-paced environment
• Technical Expertise: Proficiency in Microsoft Excel and familiarity with tools like Power BI, Tableau, or SQL is a plus
• Proficient in data analysis and data cleansing using Power BI/Tableau;
• Strong ability to write basic to advanced SQL queries;
• Basic CRM knowledge (e.g.Salesforce, Zoho CRM, etc. ).
• Basic IT troubleshooting skills

 Other Skills:

• Excellent oral and written communication skills with a positive, can-do attitude;
• Strong problem-solving skills, particularly in product development;
• Understanding of various data structures and common data transformation methods;

Why Join Us?

• Real-world experience in business analysis and strategy
• Exposure to cross-functional teams and senior stakeholders
• Opportunities to develop technical and professional skills
• Mentorship and feedback to support your growth

Reporting to: Head of IT & Digital Solutions

Location: Hybrid (Singapore)

Working hours: Full-time preferred; part-time applications welcome

Internship period: Minimum 3 months starting from August 2026 onwards

Interested candidates, please send your resume to careers@pv.doctor

About Amartha

At Amartha, we empower micro-businesses across Indonesia, enabling growth and equal prosperity. We’ve supported over 2.7 million entrepreneurs—mostly women—by disbursing IDR 22.8 trillion in funding. As we step into 2026, Amartha is evolving into a technology-driven financial ecosystem, expanding our reach in lending, funding, and payments. Through innovation and digital solutions, we aim to enhance accessibility, streamline processes, and create a seamless user experience.

About the Role

As a Digital Lending - Data Analyst Intern, you will support the team in analyzing user and transaction data, building dashboards, and generating reports to monitor digital lending performance.

You will work closely with Product, Marketing, and Growth teams to identify insights, improve user journey, and support data-driven decision making. You will also assist in data cleaning and reporting automation to ensure data accuracy and efficiency.

Job Descriptions

• Collect, clean, and process data from various internal systems and sources.
• Develop dashboards and performance reports (weekly/monthly) related to users, transactions, and digital funnel performance.
• Conduct analyses to identify trends, pain points, and opportunities for improving the digital user journey.
• Collaborate with Product, Marketing, and Growth teams to provide insights and data-based recommendations.
• Support documentation of data definitions, metric calculations, and dataset structures.
• Assist in automated reporting (scheduling queries, report generation, and alerting)

• Final-year student or fresh graduate in Statistics, Mathematics, Information Systems, Information Technology, Industrial Engineering, or a related field.
• Proficiency in SQL (required) — able to write queries from scratch.
• Familiar with Excel / Google Sheets (lookup, pivot, formulas).
• Comfortable working with large datasets and performing data cleaning.
• Strong attention to detail, analytical mindset, and comfortable working with numbers

At Amartha, we are dedicated to creating a workplace that celebrates diversity, ensures equity, and fosters inclusion. We believe that diverse perspectives—shaped by factors such as gender, age, race, ethnicity, education, culture, and life experiences—drive innovation and growth.

We actively welcome individuals from all backgrounds to join us in building an environment where everyone feels respected, valued, and empowered. Our commitment is to provide equal opportunities and foster a sense of belonging that enables our employees to thrive and make meaningful contributions.

Job Description and Requirements – Finance and Investment Analyst Intern

We are seeking a motivated Finance and Investment Analyst Intern to support our financial analysis, investment research, and reporting tasks. Interns will assist in data collection, portfolio monitoring, market research, and preparing presentations.

Recommended Skills:

• Min 'A' Level or Diploma Holder
• Strong analytical and numerical skills
• Proficient in Microsoft Excel and PowerPoint
• Basic understanding of financial statements and investment principles
• Attention to detail and ability to work independently
• Excellent communication and teamwork skills

This internship provides hands-on experience in financial planning, investment strategy, and exposure to real-world financial decision-making processes.

Key Learning Objectives:

• Gain hands-on experience in embedded firmware development using nRF52840 and the nRF Connect SDK.
• Learn to develop and test hardware drivers (e.g., EEPROM memory chips).
• Understand and apply firmware engineering best practices such as modular coding, refactoring, unit testing, and documentation.
• Develop skills in using AI-powered development tools (e.g., Cursor IDE, Copilot, ChatGPT) for efficient commercial-grade firmware development.
• Build practical knowledge of IoT connectivity via ESP32 AWS IoT ExpressLink.
• Strengthen ability to interpret and debug using circuit schematics and hardware integration techniques.
• Apply Python for sensor data analysis and test automation.

Intern’s Responsibilities:

• Contribute to the development of embedded drivers and middleware.
• Assist in refactoring existing firmware for improved maintainability.
• Write and run unit tests to validate functionality.
• Document firmware modules, APIs, and design decisions.
• Support hardware-software integration and testing.
• Collaborate with the engineering team in reviewing and improving code.
• Explore and document how AI tools can accelerate firmware development workflows.

Training and Development:

• Technical onboarding to nRF Connect SDK, Zephyr RTOS fundamentals, and project-specific workflows.
• Workshops and mentorship on firmware best practices (driver development, testing, documentation).
• Guided introduction to AI development tools (Cursor IDE, GitHub Copilot, ChatGPT) for embedded systems.
• Tutorials on data logging and Python analysis workflows.
• Hands-on practice with debugging tools and circuit schematics.

Benefits:

• Allowance Provided – Interns will receive a monthly allowance to support their contributions.
• Paid Annual Leave – Applicable to interns who complete more than 3 months of service.
• Supportive Culture – Join a vibrant team environment that champions continuous learning, collaboration, and growth.
• Global Exposure – Gain experience working within a well-established Japanese multinational corporation.
• Supportive Environment – Enjoy guidance from approachable supervisors and high calibre colleagues.

Job Description and Requirements – Finance and Investment Analyst Intern

We are seeking a motivated Finance and Investment Analyst Intern to support our financial analysis, investment research, and reporting tasks. Interns will assist in data collection, portfolio monitoring, market research, and preparing presentations.

Recommended Skills:

• Min 'A' Level or Diploma Holder
• Strong analytical and numerical skills
• Proficient in Microsoft Excel and PowerPoint
• Basic understanding of financial statements and investment principles
• Attention to detail and ability to work independently
• Excellent communication and teamwork skills

This internship provides hands-on experience in financial planning, investment strategy, and exposure to real-world financial decision-making processes.

On behalf of one of its clients, an Insights & Strategy Consultancy, the French Chamber of Commerce is looking for a Business Analyst & Research Intern.

Our client is a leading subscription-based platform offering insights and data subscriptions to leading luxury brands across different luxury verticals, looking to gain affluent consumers’ market share.

As a Business Analyst & Research Intern, you will be in charge of supporting the consulting team in transforming affluent consumer data into clear insights for clients across luxury and financial services. You will contribute to both business development and client delivery by assisting in the creation of presentations, analysis, and strategic recommendations.

Key responsibilities

• Support the preparation of client proposals, presentations, and business development materials
• Analyze data and contribute to the development of insight reports and strategic recommendations
• Assist in the creation of client deliverables (presentations, workshops, roadmaps)
• Collaborate with internal teams to ensure smooth execution of projects and timelines
• Contribute to research and thought leadership on luxury and financial services trends
  

Requirements

• Currently pursuing a degree in Business, Economics, Data, or a related field
• Strong interest in luxury and/or financial services industries
• Analytical mindset with the ability to translate data into insights
• Strong communication and presentation skills (PowerPoint)
• Proactive, detail-oriented, and eager to learn
• Team player with good organizational skills
• Fluent in English

About us

Access Partnership is the world’s leading tech policy consultancy. We enable consumer access to technology and lead countries to Fair Tech. To do this, we create the environment that allows governments to adopt technologies effectively and responsibly by analysing global trends for the risks and opportunities they create for technology businesses and users of technology, identifying strategies to mitigate those risks and driving opportunities to our clients’ advantage. Our firm uniquely mixes public policy and engineering competencies to achieve our goals. We have offices in London, Brussels, Singapore, Washington, Abu Dhabi, and Southeast Asia—and are growing.

Practice Summary

The Access Partnership Economics Strategy practice is a team of economists, econometricians, and public policy advisors. We advise our clients from the private, public, and not-for-profit sectors on the forces shaping their markets, helping them to make better informed decisions, and assisting them with developing strategies to create prosperity and well-being for themselves and the communities they are part of. We have a focus on digital economy and trade, economic development, and the future of work. We are committed to helping solve the world’s most complex problems.

Role, responsibilities, and requirements summary

As an Intern with the Economics Strategy practice, you will play an important role in supporting the delivery of client projects. As part of this role, you will have the following responsibilities.

Client: You research client needs, policies, and trends to create targeted materials, proposals, and presentations. Your insights help the team offer relevant solutions, build client trust and win work

Project Delivery: You deliver high-quality work backed by strong research, analysis, and writing.

Collaboration: You proactively offer to support work across the business and learn from feedback and experience

You will have expertise or interest in economics or public policy, and a passion for working with clients to solve their real-world problems. You will also be intellectually curious and be keen to work on challenges at the intersection of economics, public policy, and technology.

Responsibilities

Research and Analysis

• Keep abreast of policy topics, political trends, regulations, and industry developments.
• Quantitative and qualitative data gathering and analysis
• Timely inputs and insights, as directed, for client projects (briefs, reports, etc)

Communications

• Draft presentations, reports, and other client deliverables
• Contribute to the development of proposals and frameworks with guidance

Teamwork

• Curious mindset and unafraid to ask questions and collaborate with peers
• Strong team player, always proactively asking where support can be provided
• Adaptable to change and able to learn new tasks quickly

Operational Excellence

·       Support continuous improvements activities with clear documentation

·       Adhere to existing workflows and processes and suggest areas of opportunity for greater efficiencies

·       Ensure required quality standards are consistently achieved

·       Well organized, highly motivated, and proactive in finding ways to get things done and meet professional goals

Requirements

• Demonstrable subject matter exposure in economics, digital transformation, international trade, and its relevance to public policy.
• Strong structured research and analysis skills, and understanding of various quantitative and qualitative analysis tools and techniques.
• Strong written and verbal communication skills.
• Self-organisation and time-management skills.
• Proficiency with productivity tools such as Microsoft Office (advanced), Microsoft Visio, Google Suite, Tableau, Jira (confluence), Thinkcell, and with statistical packages such as R, Python, and Stata preferred.

Job Description & Requirements

Market Intelligence International Sector Analyst, Proprietary Research

ABOUT PROPRIETARY RESEARCH

On our proprietary research team—Market Intelligence—you’ll partner with our Investment Professionals and Compliance team to uncover insights about companies, industries, and the broader economy through deep fundamental research and applying data science and engineering techniques to alternative data sets. You’ll work alongside a talented team with diverse skills, backgrounds, and perspectives. Our industry researchers, product managers, and data scientists and engineers work together to build compliant research products that answer the questions our investment professionals care about most. We look for other bright, motivated, and collaborative people to join our team and grow with us—more than 90% of the leaders in our group were promoted from within.

ROLE SUMMARY

As a Market Intelligence International Sector Analyst, you will provide industry context and business fundamentals to our team of data scientists and engineers and deliver synthesized insights to our investment professionals as you partner with them on their research needs. The work is ever evolving, affording opportunities to tackle new challenges alongside research teammates from diverse backgrounds. Specifically, you will gain exposure and knowledge to:

• Develop subject-matter expertise on the key themes and KPIs that drive the industries and companies in your coverage

• Compose research reports that synthesize research findings on behalf of our investment professionals

• Interact directly with our investment professionals, learning the discretionary investment process from them and helping drive more informed investment decisions

• Collaborate with our global proprietary research teams to source and extract the most value out of new and existing data assets

WHAT EXCITES YOU

• Staying current on the industry trends impacting businesses around the world

• Gaining deep expertise in industries, business models, and supply chains

• Synthesizing clear takeaways from complex information derived from both qualitative and quantitative methods

• Understanding the use of alternative data market and its role in discretionary investing

• Multi-tasking and switching gears frequently to address the needs of the business

• Taking an experiment-based research approach with freedom to innovate

• Working as part of a cross-functional team made up of Investment, Research, and Compliance professionals

WHAT EXCITES US

• Superb business intuition and a solution orientated, methodological approach to problem solving

• Ability to collaborate with and build strong client relationships

• Intellectual curiosity and an eagerness to find out if your conclusions are right or wrong

• People who “elevate the room” through their work ethic, curiosity, and solution orientated attitude

WHAT’S REQUIRED

We’re looking for someone with a thorough understanding and appreciation for the research process, who values collaboration and challenging work. Specifically, you will need:

• An understanding of, or passion for, navigating equity markets

• 2-5 years of equity/investment research experience, or experience leveraging data analysis as part of fundamental research process for business, public policy, finance, engineering, applied sciences, or other quantitative fields

• Excellent attention to detail, organization, and project management skills

• Elevated business intuition and an innate ability to structure ambiguous problems and take action to solve them

• Strong verbal and written communication

• Ability to work in a fast-paced environment

• Adherence to the highest ethical standards working closely with the firm’s Compliance team

• Proficiency with technical coding/programming (SQL, Python)

We are looking for an intern to assist in collecting, cleaning, and analyzing datasets to generate business insights. Support dashboard creation, data visualization, and basic statistical analysis while helping the team prepare reports and improve data-driven decision making. 

Key Responsibilities 

• Involve in the process to build, validate, test, and deploy machine learning models or algorithms to solve real estate related problems 

• Have chances to optimise or design and build new framework and automation tools to enable teams to consume and understand data faster 

• Support various stakeholders by proposing and implementing data science models to extract insights 

• Perform data cleaning, exploratory analysis, and quality checks to ensure reliable model inputs  

• Analyze large datasets to identify trends, anomalies, and market patterns in property transactions and listings 

Qualifications & Requirements 

• Pursuing or recently completed a Bachelor’s or Master’s degree in Computing, Data Science, Statistics, Engineering, or a related field  

• Strong Python programming skills, including experience with pandas, NumPy, and scikit-learn  

• Familiarity with SQL and working with relational databases  

• Basic understanding of statistics and machine learning concepts  

• Knowledge in computer vision and NLP, LLM is a plus 

• Knowledge in Big Data (Spark, Hadoop/Hive) and real-time analytics is a plus 

What You Will Gain 

• Hands-on experience working with real-world real estate datasets  

• Exposure to machine learning models used in production systems  

• Experience with large-scale data pipelines and analytics workflows  

• Opportunity to contribute to real products used by the real estate industry 

ESSENTIAL DUTIES AND RESPONSIBILITIES:

AI Algorithm Development Intern (Reinforcement Learning Focus)

We are looking for an AI Algorithm Development Intern to design and develop a self-learning AI agent capable of improving its performance through repeated interactions.

This role provides hands-on experience in Artificial Intelligence, Reinforcement Learning, and adaptive decision-making systems. You will focus on designing learning algorithms, optimizing strategy performance, and analyzing model behavior through iterative experimentation.

This position emphasizes AI algorithm development and learning system design, not hardware or robotics development.

Responsibilities:

• Design and implement a Reinforcement Learning-based AI agent capable of learning and improving over time

• Define and structure:

  • State space

  • Action space

  • Reward functions

  • Learning policies

• Develop training pipelines and learning loops to enable performance improvement across repeated simulations
• Analyze model performance, convergence behavior, and win-rate optimization
• Experiment with different algorithms such as:
  • Q-Learning
    ​​SARSA
  • Deep Q-Network (DQN)
  • Policy-based methods

• Optimize model parameters and improve learning efficiency

• Conduct benchmarking and comparative evaluation of different AI strategies

• Document algorithm design, experimental results, and learning insights

• Present findings and performance improvements clearly to stakeholders

What You Will Gain:

• Hands-on experience in Reinforcement Learning and Game AI
• Practical exposure to AI experimentation and performance optimization
• Experience implementing AI models from scratch
• Opportunity to work on real-world adaptive decision systems

This position is part of our Early Career program at WD. Our Early Career program is designed to support individuals beginning their professional career by providing the foundational training through a structured onboarding, mentorship, and development curriculum.