HKSTP announces the launch of the Student Internship Programme (SIP) 2026, which has been open for applications since mid-May 2026.-SIP 2026 is designed to equip students with essential skillsets, industry exposure, and professional networks, supporting their transition into the innovation and technology (I&amp;T) sector upon graduation. The programme also enables companies to engage early with emerging talent and contribute to workforce development.-Eligible HKSTP partner companies can receive funding support to employ qualified student interns, providing students with meaningful, hands-on experience in real-world business environments.-*Please note that funding support is allocated on a&nbsp;first-come, first-served basis.-For further details, please feel free to contact TecONE at 2629 2383 or sip@hkstp.org.

HKSTP Student Internship Programme 2026

Blooming with AI: HKSTP Summer Talent Fest 2026

HKSTP Global Internship 2026

HYAB Youth Start-up Internship Programme (YSIP)

“AI for All” Inclusive Programme - Talent Foundry

Mad Head Limited is a Hong Kong-based game studio famous for the global hit “Tower of Saviors” (神魔之塔). We create engaging gaming experiences for millions of players worldwide.We are hiring! Come join our team of professionals passionate about games. We’re looking for a Video Editor to handle end-to-end multimedia production to ensure quality video content for social media platforms and events. You’ll be the go-to person to drive engagement between creative teams and players. What you will be doing:<ul><li aria-level="1">End-to-End Production: Responsible for multimedia production, including motion graphics, video shooting and editing, photo shooting, photo retouching. Ensure quality outputs to meet concept specifications.</li><li aria-level="1">Multi-Platform Video Editing: Produce diversified, high-impact video content tailored for a variety of channels, including social media (Instagram, YouTube, Facebook), event materials, and broad creative campaigns.</li><li aria-level="1">Livestream Production &amp; Camera Operation: Participate and support in events, location shoots</li><li aria-level="1">Collaboration &amp; Communication: Collaborate closely with producer and marketing team members to develop highly engaging creative ideas and visual concepts. Act as a contact point to external parties in multimedia campaigns.</li></ul> What you need for this position:<ul><li aria-level="1">2+ years of solid experience in motion graphics, video shooting, editing, and production. </li><li aria-level="1">Certificate, Diploma, or Degree holder in Film, Creative Media, Multimedia Design, or a related field.</li><li aria-level="1">Proficiency in Adobe Premiere Pro, After Effects, CapCut, Adobe Illustrator, Photoshop.</li><li aria-level="1">Strong aesthetic sense and visual-design judgement</li><li aria-level="1">Familiar with video editing in MacOS desktops.</li><li aria-level="1">Proficient in Chinese (both Cantonese &amp; Mandarin) and English.</li><li aria-level="1">Organizational skills and attention to detail with ability to meet tight deadlines.</li><li aria-level="1">Good communication and collaboration abilities</li><li aria-level="1">A genuine enthusiasm for the gaming industry and a proactive problem-solving mindset.</li></ul>Bonus Points:<ul><li aria-level="1">Experience in AI-assisted video production and generative visuals.</li><li aria-level="1">Experience in live-production set ups and operations.</li></ul> Working Location &amp; Hours: <ul><li aria-level="1">Hong Kong Science Park</li><li aria-level="1">5-day work, 10:00 – 19:00 (Lunch hour 13:45 – 15:00)</li></ul> We Offer:<ul><li aria-level="1">5-day Work Week with Flexible Working Hours</li><li aria-level="1">Discretionary Performance Bonus</li><li aria-level="1">Medical Coverage (Annual Medical Check–up)</li><li aria-level="1">Overtime Meal and Transportation Subsidy</li><li aria-level="1">Birthday and Leave</li><li aria-level="1">Fun, Exciting and Creative Working Environment</li></ul> Fresh Graduates are welcomed. Candidates with less experience will be considered for the Junior Video Editor role.Interested parties please send your resume AND portfolio with expected salary to us. We are an equal opportunity employer and welcome applications from all qualified candidates. All information provided will be treated in strict confidence and used for recruitment purposes only.

Video Editor

OMR Model Accuracy Achievement<ul><li>Improve and benchmark OMR scanning accuracy from the current 63% baseline toward the 98%+ target across printed, photographed, and handwritten scores, maintaining a labelled test corpus and tracking per-symbol accuracy regressions on every model update.</li><li>Develop and tune the 3-Level Confidence Routing system (high ≥0.9 / mid / low &lt;0.5), calibrating the per-symbol sigmoid confidence layer so 70–80% of high-confidence symbols are auto-accepted at zero cost, and validating that thresholds remain configurable by score type (printed/handwritten/photo).</li><li>Optimize the fine-tuned MLLM verification stage, refining the “Verify (Is this X?)” and “Identify (What is this?)” dual-prompt templates and music-domain context injection to maximize correction accuracy on mid- and low-confidence glyphs while keeping AI cost reduction at the 60–80% target.</li><li>Enhance the Music Structure Reasoning layer — barline/measure segmentation, voice assignment, slur/tie association, and duration-integrity validation — so the engine produces logically consistent MusicXML beyond flat symbol enumeration, including Orphan Glyph Recovery for missing symbols.</li><li>Build and maintain the image pre-processing pipeline (Laplacian blur/contrast quality check, DL dewarping via the CNN encoder-decoder, context-aware cropping with clef/key/time-sig injection) and measure its contribution to end-to-end per-page latency (&lt;6s target).</li><li>Lead the MuspalOMR Transformer migration, preparing the 3-level training datasets (MSD clean / CMSD-P photo / CMSD-S screen capture), implementing the multi-branch output heads (rhythm, pitch, accidental, symbol, confidence) and cross-branch consistency loss, and benchmarking the end-to-end model against the traditional pipeline.</li></ul>

App Engineer

We are hiring a Business Development Manager — KoLink Biz (Software &amp; AI Solutions) to take ownership of B2B customer acquisition, sales execution, commercial partnerships, and revenue growth.This is a hands-on commercial role within a growing AI and SaaS technology company.You won't be joining an established sales department. You'll be helping build the commercial engine of KoLink Biz from the ground up, working directly with the Founder and our existing engineering team.Our technical team is already in place. Your primary responsibility is to bring in business, develop client relationships, and close profitable deals.We are looking for a dealmaker, not just an account manager.What We BuildKoLink Biz provides end-to-end software development and AI solutions for businesses, startups, and enterprises.Our capabilities include:<ul><li>Mobile Applications: Custom iOS and Android applications.</li><li>Desktop Applications: Business software and desktop solutions.</li><li>Web Applications: SaaS platforms, enterprise portals, dashboards, and custom web systems.</li><li>AI &amp; Custom GPT Solutions: AI-powered tools, knowledge systems, and business integrations.</li><li>Data Analytics Software: Business intelligence dashboards, reporting systems, and data solutions.</li><li>AI Agents &amp; Automation: Intelligent agents, workflow automation, and custom AI integrations.</li></ul>We handle technical development and delivery. Your focus is identifying commercial opportunities and turning them into paying projects.Key Responsibilities1. Business Development &amp; Sales<ul><li>Own the end-to-end B2B sales process, from prospecting and lead generation to negotiations and closing.</li><li>Identify businesses requiring custom software, mobile applications, AI solutions, or digital transformation.</li><li>Generate qualified leads through outbound prospecting, networking, referrals, and partnerships.</li><li>Conduct client meetings to understand business requirements, budgets, and decision-making processes.</li><li>Prepare commercial proposals and quotations in coordination with our technical team.</li><li>Negotiate contracts and close profitable software development projects.</li><li>Take ownership of monthly sales targets and revenue generation.</li></ul><ol><li> Client Acquisition &amp; Market Expansion</li></ol><ul><li>Identify high-potential industries and customer segments.</li><li>Build relationships with business owners, founders, executives, and technology decision-makers.</li><li>Develop new business opportunities across Hong Kong and international markets.</li><li>Position KoLink Biz as a trusted technology development partner.</li><li>Establish repeatable lead generation and customer acquisition processes.</li><li>Develop long-term client relationships and identify opportunities for additional projects.</li></ul><ol><li> Technical Collaboration &amp; Solution Selling</li></ol><ul><li>Work directly with our engineering team to translate client requirements into commercially viable solutions.</li><li>Coordinate technical discussions, project scoping, development estimates, and proposals.</li><li>Understand client business challenges and recommend suitable software or AI solutions.</li><li>Ensure project requirements, deliverables, timelines, and commercial expectations are clearly communicated.</li><li>Support a smooth handover from sales to the development team.</li></ul>You are not expected to write code or manage day-to-day software development. However, you must be comfortable discussing technology solutions with business clients.<ol><li> Sales Operations &amp; Revenue Growth</li></ol><ul><li>Build and maintain an organized sales pipeline and CRM.</li><li>Track leads, proposals, negotiations, conversion rates, and closed deals.</li><li>Provide regular sales forecasts and pipeline updates.</li><li>Identify opportunities for recurring revenue through maintenance, support, software subscriptions, and additional development work.</li><li>Work toward monthly revenue targets while maintaining healthy project profitability.</li><li>Continuously improve the sales process to increase conversion and deal value.</li></ul>Who We're Looking For<ul><li>2–5 years of relevant experience in B2B sales, business development, technology sales, or software solutions.</li><li>Proven ability to generate leads, develop client relationships, and close commercial deals.</li><li>Strong understanding of business needs and the ability to sell technology solutions.</li><li>Excellent communication, negotiation, and presentation skills.</li><li>Comfortable working independently and taking ownership of sales performance.</li><li>Strong commercial mindset with a focus on revenue generation and profitability.</li><li>Proactive, resourceful, organized, and results-driven.</li><li>Good written and spoken English and Chinese.</li><li>Comfortable working in a fast-moving startup environment.</li></ul>Experience selling custom software development, SaaS solutions, AI automation, enterprise systems, or IT services is a strong advantage.An existing network of business owners, startup founders, or enterprise decision-makers would be highly valuable.Compensation &amp; Growth<ul><li>Sales Commission: Performance-based commission on qualifying sales, subject to the company's commission policy.</li><li>Performance Targets: Monthly sales targets with opportunities to increase earnings through strong commercial performance.</li><li>Career Growth: Opportunity to take on greater commercial leadership responsibilities as KoLink Biz expands.</li></ul>Commission eligibility, calculations, and payment conditions will be outlined separately in the company's sales incentive policy.Why Join KoLink?<ul><li>Join a growing AI and SaaS technology company with an existing engineering team.</li><li>Sell a broad range of software and AI solutions rather than being limited to a single product.</li><li>Work directly with the Founder and technical leadership.</li><li>Focus on customer acquisition and closing while our engineering team handles development and delivery.</li><li>Take ownership of business development and directly influence company revenue.</li><li>Build commercial processes and client relationships from the ground up.</li><li>Receive a competitive base salary with performance-based earning opportunities.</li><li>Grow alongside a technology company expanding its B2B solutions business.</li></ul>We're looking for someone who doesn't just want to sell software, but wants to build a profitable business.

Business Development Manager — KoLink Biz (Software & AI Solutions)

(PDE) 場景研發工程師 主要職責<ol><li>依託Agentic OS、分散式多智能體架構進行產業場景技術方案研發，完成場景原型設計，輸出研發規格書與場景實驗報告；</li><li>使用Agentic Studio建置多智能體簡易原型，完成可行性與基礎效能驗證，收集產業場景技術回饋，推動AI原生底座平台迭代；</li><li>追蹤Agentic AI前沿技術動態，展開技術調研，評估技術產業落地潛力，輸出技術研判文件；</li><li>挖掘場景技術創新點，撰寫產業技術白皮書與技術案例，面向產業技術團隊進行平台演示、技術分享，完成技術成果的場景化推廣；</li><li>對接產業技術團隊蒐集場景參數，用於原型驗證。</li></ol>任職要求<ol><li>統招985本科及以上學歷，電腦科學、人工智慧、軟體工程、資訊工程、應用數學等STEM相關科系；</li><li>具備AI平台、企業軟體、數位化方案相關場景技術方案或技術落地經驗；</li><li>瞭解Agent、多智能體、大模型基礎概念，熟習基礎Python，能夠看懂平台架構，協同完成原型建置；</li><li>可將產業業務場景抽象轉化為技術方案，獨立撰寫技術方案、案例文件，具備基礎英文讀寫能力，可閱讀英文技術資料；</li><li>具備良好邏輯表達與跨團隊協作能力，擅長梳理技術內容、進行技術分享；有產業AI或企業數位化落地專案經驗者優先。</li></ol>

場景研發工程師

We are seeking a highly skilled Software Engineering leader to drive the development of our next-generation AIoT platforms. This role focuses on building robust, scalable software solutions for indoor tracking and smart environments, bridging the gap between advanced sensor t design and implementation of software architectures for AI-driven IoT applications, with a strong emphasis on integrating spatial awareness and precise indoor positioning systems using UWB.Job Responsibilities:<ul data-path-to-node="7"><li>Software Architecture &amp; Design: Lead the design and implementation of software architectures for AI-driven IoT applications, with a strong emphasis on integrating spatial awareness and precise indoor positioning systems using UWB.</li><li>AI &amp; Intelligent Systems Integration: Develop and deploy machine learning models and advanced AI frameworks into embedded and edge computing platforms to enhance device intelligence and real-time decision-making capabilities.</li><li>Full-Stack IoT Development: Manage the complete software development lifecycle for complex AIoT systems, ensuring seamless communication and data flow between edge devices, local processing units, and backend services.</li><li>Quality &amp; Workflow Automation: Champion software quality by establishing rigorous testing protocols, performance profiling, and modern, automated development pipelines to accelerate deployment and reliability.</li><li>Technical Leadership &amp; Collaboration: Produce comprehensive technical documentation, collaborate cross-functionally with hardware and product teams, and translate complex business requirements into innovative software solutions.</li></ul>Requirements:<ul><li>Bachelor's Degree or above in Computer Science, Software Engineering, Electronic Engineering, Information Technology, or a related discipline.</li><li>Substantial industry experience in software engineering, with a demonstrated focus on embedded systems, IoT devices, or sensor-based technologies. Candidate with less experience will be considered for Lead Engineer position.</li><li>Proven expertise in developing software for wireless communication protocols (e.g., UWB, Bluetooth) and building reliable location-tracking applications.</li><li>Solid understanding of artificial intelligence concepts, including experience deploying ML models, edge AI solutions, or data-driven intelligent systems.</li><li>Strong coding proficiency in modern programming languages such as C, C++, and Python.</li><li>Experience operating within Linux-based development environments, utilizing containerization (e.g., Docker), and managing embedded software deployments.</li><li>Good language skills in English, Cantonese, and Putonghua, with strong documentation abilities. A proactive, problem-solving mindset suited for a fast-paced, collaborative start-up environment. </li></ul>How to Apply Interested parties please send your application with detailed resume including availability, current and expected salary to hr@simbury.com. Only short-listed candidates will be contacted. All data provided will be kept in strict confidence and will be used for employment related purpose.

Senior Lead Engineer / Lead Engineer

WAYME - Outdoor App Marketing &amp; Event Management Assistant (Contractor) We are looking for a proactive and organised contractor Marketing &amp; Event Management Assistant. You will support events, social media, digital campaigns, and community engagement. Work 15–20 hours per week in the office. Key Tasks  Event &amp; Campaign Support – Help plan, promote, and deliver trail runs, workshops, demo days, safety talks, and outdoor promotional activities.  Social Media Management – Manage WayMe’s Facebook and Instagram accounts, maintain a content calendar, publish posts and videos, and respond to enquiries.  Content Creation – Create captions, graphics, short videos, Reels, and event recaps to promote WayMe’s products and activities.  Paid Advertising – Assist with setting up, monitoring, and optimising Facebook and Instagram campaigns through Meta Ads Manager within approved budgets.  Marketing Analytics &amp; Reporting – Track reach, engagement, clicks, video performance, and registrations; prepare reports and recommend improvements.  KOL &amp; Community Engagement – Contact KOLs, creators, running clubs, hiking groups, and outdoor communities; coordinate collaborations and deliverables.  Run Club &amp; Challenge Events – Support activity planning, registrations, participant communications, logistics, and feedback collection.  Exhibition &amp; On-site Support – Help set up booths, demonstrate the app, engage visitors, and support event operations.  Post-Event Reporting – Compile attendance, participant feedback, and campaign results to improve future activities. Knowledge  Basic understanding of event planning, promotion, execution, and follow-up.  Understanding of social media marketing, content planning, and audience engagement.  Basic knowledge of digital advertising and metrics such as engagement rate, click-through rate, and cost per registration.  Familiarity with outdoor communities and awareness of outdoor activity safety are advantages. Tools &amp; Platforms  Social media &amp; advertising: Facebook, Instagram, Meta Business Suite; Meta Ads Manager experience is an advantage.  Design &amp; video editing: Canva, CapCut, or similar tools for graphics and short videos.  Tracking &amp; reporting: Google Sheets or Microsoft Excel; familiarity with AI tools is a plus.  Event management: Google Forms, Typeform, or Eventbrite. Competencies  Highly organised, reliable, and attentive to detail.  Confident communicating with participants, creators, partners, and community groups.  Creative, proactive, and able to manage multiple tasks and follow through.  An enthusiasm for hiking, trail running, or other outdoor activities is highly valued. Experience  Social media management, content creation, video editing, or digital advertising experience is an advantage.  Experience organising or volunteering at events, exhibitions, club runs, or hikes is a plus.  Experience with KOLs or outdoor communities is welcome. Students and recent graduates with relevant project experience may apply. Other Requirements  Good command of spoken and written English, fluency in spoken Cantonese, and the ability to write Chinese social media content. Mandarin is an advantage.  Available for 15–20 hours of office-based service per week, with working days and hours agreed in advance.  Willing to support occasional weekend or outdoor events, with arrangements agreed in advance. Key Benefits  Gain hands-on experience in events, digital marketing, and community engagement.  Contribute to an innovative outdoor safety and navigation product.  Learn directly from an experienced startup team.  Build connections with outdoor communities, athletes, creators, and partners.  Develop a portfolio of campaigns, content, and events you have helped deliver. For further information, see  https://wayme.io/  https://youtu.be/VpKN1Dlrzvs  https://www.youtube.com/watch?v=B90nNZDVHEY Candidates  Send your CV with the subject: Contractor Marketing &amp; Event Management Assistant.  Introduce yourself and explain why you would like to join WayMe.  Include your weekly availability, preferred working days, and earliest start date.  Include relevant content, video samples, or event projects, if available. Contact: careers@wayme.io

Marketing & Event Management Assistant

CONTENT CREATOR AND MARKETING DESIGNER (PART-TIME / HYBRID)Are you a creative, passionate, and driven graduate looking to take full ownership of your ideas? Do you excel at storytelling through dynamic video and visual content? Join us at StashTag!We are looking for a versatile Content Creator to build engaging content that elevates our brand visibility, communicates our vision, and connects authentically with students and educators.ROLE DETAILS<ul data-path-to-node="5"><li>Position Type: Part-Time (approx. 10 to 15 hours per week)</li><li>Location: Hybrid / Remote (Work primarily from anywhere with periodic syncs)</li><li>Output Expectations: Approximately 1 to 2 finalized content pieces (videos or graphics) per week</li></ul>KEY RESPONSIBILITIES<ul data-path-to-node="7"><li>Video and Media Production: Conceptualize, script, film, and edit engaging short-form videos (Reels, TikToks, Shorts) to expand StashTag's reach.</li><li>Brand Storytelling: Craft compelling stories and visual content that clearly present StashTag's vision and features.</li><li>Visual Design: Create promotional graphics, posters, and social media posts.</li><li>Collaborative Creation: Work closely with the core team to brainstorm ideas, test content strategies, and analyze post performance.</li></ul>CANDIDATE QUALIFICATIONS<ul data-path-to-node="9"><li>Educational Background: Recent graduate or final-year student in Marketing, Communications, Creative Media, Graphic Design, or related fields.</li><li>Technical Skills: Proficiency in video editing and graphic tools (e.g., CapCut, Premiere Pro, Canva, Photoshop, or Illustrator).</li><li>Portfolio Required: A proven track record or personal portfolio demonstrating short-form video creation and visual design skills.</li><li>Attributes: Self-motivated, proactive, adaptable, and comfortable taking ownership of creative projects. Language Requirements: Native in Cantonese; Level 3 in HKDSE English or equivalent qualifications </li></ul>WHAT WE OFFER<ul data-path-to-node="11"><li>Competitive Compensation: Base package up to HKD $6,000 per month (calculated at approximately $100/hr for ~15 hours/week, or structured per deliverable).</li><li>Performance Bonuses: Tiered financial bonuses based on audience engagement metrics (views, reach, and conversion).</li><li>Flexibility and Autonomy: Flexible working hours and remote workflow—own your schedule and execution.</li><li>Direct Impact: Work closely with an agile, compact founding team where your work directly drives growth.</li></ul>HOW TO APPLY Interested candidates should send their application with the subject line: Application: Content Creator - [Your Name]Please include:<ol data-path-to-node="14"><li>CV / Resume</li><li>Portfolio or Links to 2 to 3 sample videos or graphics you have created</li></ol>Contact: stashtag0edu@gmail.com

Content Creator

We are seeking a talented and motivated AI Engineer to design, develop, and deploy state-of-the-art AI models and systems. You will collaborate with cross-functional teams to solve complex problems, drive AI initiatives, and contribute to the full AI development lifecycle—from research to production. Key Responsibilities<ul><li>Design, develop, and implement machine learning and deep learning models for various applications.</li><li>Collaborate with data scientists and software engineers to integrate AI models into production systems.</li><li>Optimize model performance, scalability, and efficiency for real-world deployment.</li><li>Conduct data preprocessing, feature engineering, and analysis to support model development.</li><li>Stay updated with the latest advancements in AI/ML research and apply them to solve business challenges.</li><li>Participate in code reviews, documentation, and knowledge sharing within the team.</li><li>Work with large datasets and ensure data quality and integrity.</li><li>Deploy and monitor AI models using cloud platforms (e.g., AWS, Azure, GCP) or on-premise infrastructure.</li><li>Contribute to the development of AI pipelines, tools, and frameworks.</li></ul> Qualifications Required:<ul><li>Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field.</li><li>Family with n8n, langchain, agentic AI experience.</li><li>Knowledge in AI/ML model development and deployment.</li><li>Proficiency in programming languages such as Python, R, or Java.</li><li>Strong experience with ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn).</li><li>Solid understanding of machine learning algorithms, deep learning architectures, and NLP/computer vision (as applicable).</li><li>Knowledge with data processing tools (e.g., Pandas, NumPy, SQL).</li><li>Familiarity with cloud platforms (AWS SageMaker, Google AI Platform, Azure ML) and containerization (Docker, Kubernetes).</li><li>Strong problem-solving skills and ability to work independently or in a team.</li></ul> Preferred: <ul><li>Knowledge with MLOps tools (MLflow, Kubeflow, etc.).</li><li>Knowledge of distributed computing and big data technologies (Spark, Hadoop).</li><li>Publications or contributions to open-source AI/ML projects.</li><li>Knowledge in [specific industry, e.g., healthcare, fintech, autonomous systems]</li><li>Understand and translate the client need into AI set up (With Knowledge in AI Setting)</li></ul> What We Offer<ul><li>Competitive salary and performance-based bonuses.</li><li>Opportunities for professional growth and continuous learning.</li><li>Collaborative and inclusive work culture.</li><li>Access to cutting-edge tools and technologies.</li></ul>

AI Engineer

Computer Vision EngineerWe are looking for a Computer Vision Engineer to use synthetic data from our platform to improve real-world computer vision for smart-city applications. You will design and run controlled experiments on when synthetic data helps, and how training methods and model components can narrow the gap between rendered scenes and real sensors.This is a hands-on research role for someone who enjoys experimental machine learning, careful baselines, and turning model failures into specific requirements for how synthetic scenes should be generated.What You’ll Work On<ul><li>Build reproducible training and evaluation pipelines, and establish real-only, synthetic-only, and mixed-data baselines.</li><li>Characterise the synthetic-to-real gap by varying environment conditions, and rare-event frequency.</li><li>Compare data ratios, real-label budgets, and targeted corner cases against real-only training and naïve pooling.</li><li>Investigate synthetic data adaptation methods to improve models’ performance.</li><li>Study pretraining approach that leverages synthetic data.</li><li>Evaluate computer vision models, including repeated runs on ordinary and challenging conditions.</li><li>Analyze errors and document the work in experiment records and technical reports.</li></ul>What We’re Looking For<ul><li>A background in computing, data analytics, computer vision, or machine learning, with hands-on experience training models.</li><li>Ability to implement and compare training and evaluation pipelines for object detection, stereo vision, or a closely related perception task.</li><li>Care with experimental controls, including dataset splits, matched model capacity, compute budgets, and repeated training runs.</li><li>Comfort reading current research, selecting baselines, and interpreting negative transfer rather than only pursuing a higher score.</li><li>Familiarity with quantitative evaluation across ordinary conditions and difficult cases such as weather, occlusion, scale, and rare events.</li><li>Interest in synthetic data, domain adaptation, and how rendered 3D scenes are used to train real-world AI.</li><li>Clear writing for experiment records, ablation reports, and recommendations that a data-generation team can act on.</li><li>Comfort working in an early-stage R&amp;D environment where the data recipe and model design change as evidence accumulates.</li></ul>Nice to Have<ul><li>Project, internship, or work experience in computer vision, deep learning, or applied AI.</li><li>Familiarity with domain randomisation, domain adaptation, representation learning, or training with limited labelled data.</li><li>Experience with depth, disparity, stereo correspondence, or multi-view geometry.</li><li>Experience training on both synthetic and real images and diagnosing why a model fails to transfer.</li></ul>

Where Talent Meets Opportunity