Talent Foundry

EPIC 2025

Innovation Mixer

Opportunities for Overseas Talents

HYAB Youth Start-up Internship Programme (YSIP) 2025

We invite enthusiastic students to be part of our winter internship program, running for five to eight weeks. Under the mentorship of seasoned professionals, interns will engage in cutting-edge research, data analysis, prototype testing, and collaborative projects, gaining invaluable hands-on experience in a fast-paced start-up environment. As a member of our dynamic team, you will contribute to groundbreaking solutions that drive sustainable change while developing key skills for your future career. Key Responsibilities:<ul><li>Support Research and Development:</li><ul><li>Assist in experiments and analysis of materials to optimize energy storage and renewable energy prototypes, including Thin-Film CdTe Solar Glass, under the close supervision of seasoned professionals.</li></ul><li>Contribute to Data Analysis:</li><ul><li>Work with specialized tools like AutoCAD and simulation software to support the team in analyzing experimental results and refining system designs.</li></ul><li>Aid in Testing and Optimization:</li><ul><li>Help test prototypes and assess performance, collaborating with experienced team members to troubleshoot and implement refinements.</li></ul><li>Collaborate and Learn:</li><ul><li>Document findings and actively participate in team discussions, gaining insights and contributing to the development of innovative green technologies.</li></ul></ul>Requirements <ul><li>Must be a Hong Kong permanent identity card holder, a Hong Kong identity card holder, or a holder of other valid travel documents and be legally permitted to work in Hong Kong having reached the age of 18 at the time of the application submission.</li><li>Must be a full-time student enrolled in any discipline at a local or non-local post-secondary or tertiary institution, with preference given to programs related to Chemistry, Mechanical Engineering, Material Science, Green Technology, or similar fields.</li><li>Preferred strong communication skills in both Cantonese and English to collaborate effectively within our diverse team.</li><li>Proficiency in data analysis, simulation tools, AutoCAD, and Microsoft Office.</li></ul>

Full-Time Winter Intern

- Track, reproduce, and evaluate state-of-the-art research (LLMs, RAG, multimodal, diffusion, RLHF, agent frameworks) - Design and implement prototypes (PoCs); run offline/online experiments and A/B tests - Build data pipelines and governance: data collection, cleaning, labeling, synthetic data, prompt engineering - Train and fine-tune models (SFT, LoRA/QLoRA, DPO/ORPO), alignment and safety - Establish automated evaluation and monitoring: benchmarks (BLEU/ROUGE/BERTScore), TruthfulQA, MT-Bench, custom task metrics - Deploy and optimize: compression (quantization, distillation, pruning); serving (TensorRT/ONNX/FasterTransformer/vLLM); cost and latency tuning - Collaborate with Product, Engineering, and Design to integrate research into production systems and user experiences - Write technical docs and share research insights to build internal best practices

AI Research Engineer

任职要求 1. 本科及以上学历，会计、财务管理、审计等相关专业； 2. 具备扎实的财务、税务、账务处理基础，熟练掌握财务报表编制、税务申报等核心技能； 3. 了解财务相关法律法规，具备基础法律风险意识，能规避日常财务工作中的合规风险； 4. 优先条件：持有香港会计相关证书（如HKICPA）、同时熟悉内地与香港财税法规及操作流程者； 5. 无硬性工作经验要求，应届生、职场新人均可投递，需具备较强的学习能力与责任心。 岗位职责 1. 负责公司日常账务处理，包括原始凭证审核、记账凭证编制、会计账簿登记，确保账务清晰、准确； 2. 编制公司财务报表（资产负债表、利润表、现金流量表等），提供真实、完整的财务数据支持； 3. 处理香港及内地税务相关工作，包括税务申报、税金计算、发票管理，协助开展税务筹划，降低税务风险； 4. 配合内外部审计工作，准备审计所需财务资料，协助完成审计流程； 5. 对接银行、税务机关、审计机构等，处理相关财务对接事宜； 6. 负责公司财务档案的整理、归档与保管，确保档案规范完整； 7. 协助完善公司财务管理制度与流程，确保财务工作符合内地及香港两地合规要求； 8. 完成上级交办的其他财务相关工作。福利待遇 1. 薪资待遇：面议； 2. 培训支持：提供财税专项培训、两地法规更新培训，助力职业成长； 3. 基础保障：香港MPF+劳保，全面覆盖合规需求； 4. 弹性福利：双休+法定节假日+带薪年假； 5. 其他福利：不定期团建，优质工作环境，年轻化团队氛围轻松； Job Requirements:<ol><li>Bachelor's degree or above in Accounting, Financial Management, Auditing, or a related field;</li><li>Solid foundation in finance, taxation, and accounting; proficient in core skills such as financial statement preparation and tax filing;</li><li>Familiar with relevant financial laws and regulations, possess basic legal risk awareness, and be able to mitigate compliance risks in daily financial work;</li><li>Preferred qualifications: Holders of Hong Kong accounting certifications (such as HKICPA) and familiarity with mainland China and Hong Kong tax regulations and procedures;</li><li>No strict work experience required; fresh graduates and recent graduates are welcome to apply, provided they possess strong learning ability and a strong sense of responsibility.</li></ol>Job Responsibilities:<ol><li>Responsible for the company's daily accounting, including reviewing original vouchers, preparing accounting vouchers, and registering accounting books to ensure clear and accurate accounts;</li><li>Prepare the company's financial statements (balance sheet, income statement, cash flow statement, etc.), providing accurate and complete financial data support;</li><li>Handle tax-related work in Hong Kong and Mainland China, including tax declaration, tax calculation, invoice management, and assisting in tax planning to reduce tax risks;</li><li>Cooperate with internal and external audits, prepare the financial materials required for audits, and assist in completing the audit process;</li><li>Liaise with banks, tax authorities, auditing firms, etc., and handle relevant financial matters;</li><li>Responsible for the organization, filing, and safekeeping of the company's financial files, ensuring that the files are standardized and complete;</li><li>Assist in improving the company's financial management system and processes to ensure that financial work complies with the compliance requirements of both Mainland China and Hong Kong;</li><li>Complete other financial-related tasks assigned by superiors.</li></ol>Benefits<ol><li>Salary: Negotiable;</li><li>Training Support: Specialized financial and tax training, and training on updated regulations in both Hong Kong and mainland China to support career growth;</li><li>Basic Benefits: Hong Kong MPF + labor insurance, fully covering compliance requirements;</li><li>Flexible Benefits: Weekends off + statutory holidays + paid annual leave;</li><li>Other Benefits: Regular team building activities, excellent working environment, and a relaxed, young team atmosphere;</li></ol>

Accounting Specialist-会计专员

Job Description<ul><li aria-level="1">Solving practical problems by using computational skills and cross-category approaches of data mining / statistics / artificial intelligence / mathematical optimization;</li><li aria-level="1">Utilize user characteristics and behavior data, textual data, image data and multimedia data for data mining and model building analysis;</li><li aria-level="1">Participate in client research to collect requirement, prepare reports such as user behavior analysis, model highlights.</li></ul>Requirements<ul><li aria-level="1">Bachelor's degree in Computer Science, or Engineering, or Science related disciplines;</li><li aria-level="1">Experience in programming with at least one programming language, such as Python, Java, C++;</li><li aria-level="1">Good at analytical thinking with mathematics knowledge;</li><li aria-level="1">Good master of foundation theories and approaches of data mining or statistics field;</li><li aria-level="1">Knowledge on data structure and algorithm is preferable; Experience on processing mass data, model building, and formulate real-world problem by mathematical approach is preferred;</li><li aria-level="1">Knowledge on machine learning or statistics field with experience on data mining projects is preferred;</li><li aria-level="1">Knowledge on database is an advantage;</li><li aria-level="1">Team spirit, proactive in idea sharing with good communication skills (Chinese and English);</li><li aria-level="1">Preference will be given to candidates with high integrity, team spirit, strong sense of responsibility, and passion for the application of modern computing technology in real-world problems.</li></ul>

Computational Scientist

Key Responsibilities:<ol><li>Responsible for basic algorithm design and optimization</li><li>Handle data modeling and model effect verification</li><li>Collaborate with business scenarios to implement algorithm solutions</li></ol>Requirements:<ol><li>Mastery of basic machine learning knowledge</li><li>Proficiency in at least one programming language (Python/C++)</li><li>Basic mathematical logic and data processing capabilities</li></ol>

Algorithm Engineer

Position Summary:As a Director of Product – AI Solutions for Financial Services in a cutting-edge AI company, you will own the vision, strategy, and execution of innovative B2B technology products designed to transform the financial services industry. This role requires a rare blend of deep banking domain expertise, technical acumen, and exceptional product management skills to deliver scalable, customer-centric solutions that align with organizational goals and drive strategic growth.You will collaborate with cross-functional teams—spanning engineering, design, sales, and customer success—to bring impactful products to market that address complex challenges faced by enterprise banking clients. By defining product roadmaps, prioritizing features, and ensuring seamless execution, you will play a key role in delivering solutions that create measurable value for customers and the business.Key Responsibilities:<ul><li>Define and Drive Product Vision and Strategy: Take ownership of the product vision, strategy, and roadmap for B2B AI-driven technology solutions, implementing industrial best practices and ensuring alignment with business goals and customer needs while driving innovation and growth.</li><li>Deliver Financial Services-Specific Solutions: Leverage deep expertise in banking operations, compliance, and fintech trends to design products that address the unique challenges of the financial services sector, including scalability, security, and regulatory requirements.</li><li>Identify and Prioritize Market Opportunities: Conduct thorough market research, competitive analysis, and customer engagement to uncover unmet needs and pain points. Use these insights to shape product direction and develop forward-thinking, data-driven strategies.</li><li>Collaborate for Seamless Product Development: Work closely with engineering, design, and cross-functional teams to create cohesive product development plans and ensure the on-time delivery of high-quality solutions. Use analytics tools to track progress and optimize processes for maximum efficiency.</li><li>Lead Successful Product Launches: Plan and execute go-to-market strategies for product launches, ensuring all stakeholders are aligned and well-informed. Communicate updates, progress, and value propositions effectively to internal and external audiences.</li><li>Stay Ahead of Industry Trends: Monitor advancements in AI, machine learning, fintech, and B2B SaaS to identify opportunities for innovation, maintain a competitive edge, and future-proof product offerings.</li></ul>Requirements:<ul><li>An MBA or related graduate/postgraduate degree is preferred.</li><li>8+ years of experience in B2B product management, with a strong focus on banking technology, financial services, or related industries.</li><li>A proven track record of building and delivering technology products that align with industry best practices and standards.</li><li>Strong understanding of banking technology ecosystems, including APIs, big data, infrastructure, and developer operations.</li><li>Understanding of software architecture and component-level design, including technical requirements, software design, and technical solution development.</li><li>Proficiency in leveraging data analytics tools to drive informed, data-driven product decisions.</li><li>Exceptional strategic thinking skills, with the ability to balance immediate deliverables with long-term innovation goals.</li><li>Proven ability to gather customer feedback, conduct user research, and advocate for the customer perspective throughout the product lifecycle.</li><li>Demonstrated success in presenting product strategies, roadmaps, and insights to executive leadership, clients, and cross-functional teams.</li><li>Strong familiarity with fintech trends, industry regulations, and emerging technologies in AI and machine learning.</li><li>Ability to translate complex business models into effective technological solutions that drive measurable outcomes for enterprise clients.</li></ul>Preferred Requirements:<ul><li>A Bachelor’s degree in Business Analysis, Marketing, Management, or Technology is highly advantageous.</li><li>Certifications such as Agile Certified Product Manager or Product Owner are a plus.</li><li>Experience with emerging AI technologies and their application in financial services is highly desirable.</li></ul>

Director of Product – AI Solutions for Financial Services

We are seeking a motivated Computer Vision Machine Learning Research Engineer to join our innovative team. In this role, you will be responsible for researching and developing cutting-edge machine learning algorithms for identifying and classifying specific features on object surfaces using computer vision techniques.<ul><li>Conduct pioneering research in the domain of computer vision, focusing on the development of novel machine learning algorithms for the precise identification and classification of intricate features on object surfaces.</li><li>Test and evaluate the performance of machine learning algorithms to ensure accuracy and reliability.</li><li>Collaborate with cross-functional teams to deploy machine learning solutions and integrate machine learning models into our automated systems.</li><li>Maintain and optimize machine learning models for efficient and scalable deployment.</li></ul>Stay updated on the latest advancements in computer vision and machine learning, incorporating new knowledge to constantly refine and improve our research and development efforts. Job Requirements<ul><li>Bachelor’s degree or above in STEM-related discipline, such as computer science, data science, or information engineering (Fresh graduates are welcome).</li><li>Proficiency in programming languages such as Python, C++, or Java.</li><li>Experience in developing machine learning models for computer vision applications (e.g., object detection, segmentation, classification).</li><li>Familiarity with deep learning frameworks (e.g., TensorFlow, PyTorch, OpenCV, FFMPEG).</li><li>Strong understanding of machine learning algorithms, techniques, and best practices, such as deep learning, convolutional neural networks, transfer learning, or data augmentation.</li><li>Exposure to cloud computing such as Google Cloud, AWS, or Azure, is a plus.</li><li>Strong communication and interpersonal skills.</li><li>Excellent teamwork skills, flexibility, and ability to handle multiple tasks.</li><li>Confidence in and capable of learning new technologies.</li><li>Strong problem-solving skills and the ability to innovate and think creatively.</li></ul>

Computer Vision Machine Learning Research Engineer

We are seeking highly motivated and talented R&amp;D Optical Engineer to join our company and contribute to the development of next-generation fiber-optic gas analyzers. The successful candidate will lead fundamental research and experimental development on fiber-optic photothermal spectroscopy systems for trace gas detection, focusing on novel system architectures, precision interferometric detection, and enhanced gas–light interaction mechanisms.This role is research-intensive and ideal for individuals with strong scientific curiosity, hands-on optical experimentation skills. Headcount: 2 Positions AvailableKey Responsibilities<ul data-start="909" data-end="1671"><li data-start="909" data-end="1029">Investigate photothermal/thermo-optic mechanisms in gas sensing and develop innovative fiber-optic detection schemes</li><li data-start="1030" data-end="1153">Design and prototype advanced optical architectures, including interferometric systems and fiber-optic probe structures</li><li data-start="1154" data-end="1269">Conduct numerical modeling to guide system design</li><li data-start="1270" data-end="1384">Build experimental platforms and execute validation experiments</li><li data-start="1385" data-end="1489">Analyze data, identify physical mechanisms, optimize system performance, and propose novel solutions</li><li data-start="1564" data-end="1671">Collaborate with multidisciplinary teams to explore system integration pathways and technology maturation</li><li data-start="1287" data-end="1358">Prepare technical documentation, reports, and research publications</li><li data-start="1359" data-end="1463">Support product prototyping and technology transfer from lab environment to engineering implementation</li></ul>Qualifications<ul data-start="1486" data-end="2185"><li data-start="1486" data-end="1577">Ph.D. in Optics, Photonics, Applied Physics, Electrical Engineering, or a related field</li><li data-start="1578" data-end="1726">1–2 years of postdoctoral or industry experience in fiber-optic sensing, photothermal/Raman spectroscopy, or optical instrumentation development</li><li data-start="1727" data-end="1847">Strong understanding of fiber-optic interferometry and optical signal processing</li><li data-start="1848" data-end="1956">Hands-on experience with fiber coupling/alignment, and precision instrumentation</li><li data-start="1957" data-end="2048">Proficiency in optical simulation tools (e.g., COMSOL, Lumerical, Zemax, MATLAB/Python)</li><li data-start="2049" data-end="2113">Strong analytical, problem-solving, and communication skills</li><li data-start="2114" data-end="2185">Proven ability to work in a collaborative, fast-paced R&amp;D environment</li></ul>

R&D Fiber-optic Engineer

Responsibilities Microsoft SQL Server AdministrationInstall, monitor, and maintain Microsoft SQL Server software/databasesImplement, maintain and test backup and recovery processesProvides system and database troubleshooting and optimization and SQL query tuningDemonstrates an in-depth knowledge of database internals and data structuresAccount and access control managementManagement of replication/scale out technologies, such as Always On availability groups, and load balancing/workload managementAutomation of administrative tasks (Python, PowerShell, Bash)PostgreSQL AdministrationHelp manage and maintain a MPP (Massively Parallel Processing) PostgreSQL based applianceImplement, maintain and test backup and recovery processesManage and automate replication, failover/failback processesManage and test upgradesWork with vendor, and infrastructure teams, to address break/fix (hardware failures), migrations and changesProvides system and database troubleshooting and optimization and SQL query tuningSnowflake AdministrationManage setup and maintenance of accounts in conjunction with the infrastructure teamManage account, access control and sharesTroubleshoot authentication and connectivity issuesWork with Snowflake on outages/issuesServer &amp; Storage AdministrationExperience and understanding of working with physical infrastructure (servers, storage, networking, etc.)Coverage and escalation for systems, storage and data center changes and incidents Qualifications/Skills Required Bachelor degree in computer science, or information technology, or other related field of studyAt least 5 years of experience in Microsoft SQL Server and PostgreSQL Database Administration/EngineeringExperience with SnowflakeExperience with Windows Server and Linux operating systemsUnderstanding of networking and load balancingScripting/programming (Python/Bash, Powershell) Desired Skills IaC automation (Ansible, Terraform, etc.)Job schedulers/orchestrators (Airflow, Nomad, etc.)StorageLocal storage (NVMe, RAID)NAS (NFS/SMB)Physical infrastructureServers, optics, cabling, rackspace, power, etc.

Where Talent Meets Opportunity