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Test your Unity Animations knowledge with this quiz! Explore concepts like Animator Controller, Blend Trees, and many more.

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- This assessment gives us an idea of your C++ skills - Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

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Let's assess your Unity Skills 📋 - This assessment gives us an idea of your Unity fundamentals - Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc. - 9 questions: 9 Multiple Choice - Minimum score needed to qualify: 80% - Average time to complete: 5 to 10 minutes

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IaaS Product Solution Architect

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Tencent Cloud seeks a technically proficient IaaS Product Solution Architect in Singapore to design and deliver cutting-edge infrastructure solutions for large-scale AI workloads. This role involves collaborating with cross-functional teams and clients to drive adoption of HPC, GPU, and container-based solutions. Responsibilities include providing technical consultations, leading solution delivery (from requirement gathering to issue resolution), identifying client needs and market trends, developing technical solution documents, and delivering product enablement and best practice sharing. The ideal candidate will possess a Master's degree or higher in a related field and at least 5 years of experience in AI and cloud infrastructure, with expertise in deep learning frameworks, GPU computing, and distributed computing.

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<div data-automation-id="jobPostingDescription" class="css-oplht1"><h1>Business Unit</h1>Cloud &amp; Smart Industries Group (CSIG) is responsible for promoting the company's cloud and industry Internet strategy. CSIG explores the interactions between users and industries to create innovative solutions for smart industries via technological advancements such as cloud, AI, and network security. While driving the digitalization of retail, medical, education, transportation and other industries, CSIG helps companies serve users in smarter ways, building a new ecosystem of intelligent industries that connect users and businesses.<h1>What the Role Entails</h1>Position Overview We are looking for a technically strong and AI-driven IaaS Product Solution Architect to join Tencent Cloud in Singapore. This role is ideal for professionals passionate about cloud infrastructure and the future of AI computing. You will be the go-to expert for designing cutting-edge infrastructure solutions tailored for large-scale AI workloads, including training, inference, and deployment. By collaborating with cross-functional teams and engaging directly with clients, you will help drive the adoption of Tencent Cloud’s high-performance computing (HPC), GPU, and container-based solutions across key industries in Southeast Asia. Your work will directly impact the enablement of intelligent services through scalable, secure, and efficient cloud-native architecture.Responsibilities<ul><li>Provide technical consultation for Tencent Cloud's IaaS and computing products, deeply understanding customer requirements to design public cloud infrastructure solutions.</li><li>Lead technical solution delivery, including requirement gathering, proposal writing, deployment planning, and issue resolution for IaaS/PaaS projects.</li><li>Identify client needs and market trends in cloud and AI computing, translating insights into actionable feedback for product development.</li><li>Develop and maintain tailored technical solution documents involving Tencent Cloud products (e.g., containers, networking, storage, AI/ML platforms).</li><li>Deliver product enablement and best practice sharing across industries, supporting internal and external stakeholders with technical guidance and documentation.</li></ul><h1>Who We Look For</h1><ul><li>Master’s degree or above in Artificial Intelligence, Computer Science, or a related field, with at least 5 years of experience in the AI and cloud infrastructure domain.</li><li>Strong foundation in cloud computing and IT architecture, including servers, containers, networking, storage, and databases; in-depth knowledge of at least 1–2 technical domains.</li><li>Familiar with deep learning frameworks such as PyTorch, TensorFlow, and DeepSpeed, and knowledgeable about AI training/inference workflows and model optimization.</li><li>Experience with GPU computing, distributed computing (RDMA, MPI, GPU Direct), and real-world model training/inference acceleration projects is highly preferred.</li><li>Strong technical writing and visualization skills to communicate architecture and solutions effectively.</li><li>Excellent fluency in English and Chinese Mandarin is required to liaise with regional stakeholders and product teams based in China.</li></ul> #LI-JY1<h1>Equal Employment Opportunity at Tencent</h1>As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.</div>

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This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

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Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.

Unity Game Engine

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As a Data Scientist at Gameopedia, you'll be crucial in developing their Gaming LLM.  Responsibilities include fine-tuning LLMs with domain-specific data, designing strategies for hierarchical classification and structured output generation (JSON), conducting experiments to improve model performance, managing training datasets, collaborating with engineers on model integration, and staying current on AI advancements.  You'll contribute directly to improving game discovery, personalization, and development by building models capable of understanding nuanced game descriptions and generating accurate, structured outputs for their products and APIs.

<div class="mx-auto max-w-[750px] prose font-company-body overflow-hidden break-words [&amp;_ol_li_li]:list-[lower-alpha]" data-controller="careersite--responsive-video">
 Help Build Groundbreaking AI for Gamers as our new Data ScientistIf you’re ready to combine your passion for AI and gaming into something extraordinary, this is your chance. We’re on a mission to revolutionise how the world discovers, interacts with, and creates games and we need your expertise to make it happen. <h4 dir="ltr">How We Make an Impact</h4>Gameopedia began with a simple mission: to be the ultimate gamer friend, helping gamers discover the best games with top-tier recommendations. Today, we've grown into a company that delivers industry-leading video game data and insights to some of the world’s biggest companies, including Google, YouTube, Samsung, LG, and Amazon, shaping millions of gaming decisions globally.As the global leader in game metadata, with metadata for more than 200K games, we are benefiting from the advances of LLM’s and fast becoming an AI-first company; crafting advanced AI solutions that transform the gaming industry, enhancing game discovery, personalisation, and game development. At the core of this effort is our specialised domain-specific LLM, designed to combine the power of large language models with deep gaming knowledge to shape the future of gaming. <h4 dir="ltr">How You'll Make an Impact</h4>As a Data Scientist, you’ll be a driving force behind our Gaming LLM. You will be instrumental in building models capable of understanding nuanced game descriptions, classifying game elements according to complex taxonomies, and generating accurate, structured outputs for integration into our products and APIs, directly contributing to our mission. <h4 dir="ltr">What we expect you to do</h4><ul>
<li dir="ltr">Fine-tune LLMs using domain-specific data, ontologies for enhanced game classification and understanding.</li>
<li dir="ltr">Develop and implement strategies for hierarchical classification and reliable structured output generation (e.g., JSON).</li>
<li dir="ltr">Design and execute experiments to evaluate and continuously improve model performance.</li>
<li dir="ltr">Manage datasets for training and evaluation, ensuring quality and relevance.</li>
<li dir="ltr">Collaborate with engineers to integrate models and stay updated on relevant AI advancements. </li>
</ul><h4 dir="ltr">What We Think You’ll Need to Succeed</h4><ul>
<li dir="ltr">Master's in a relevant quantitative field (CS, AI, Data Science).</li>
<li dir="ltr">Proven experience fine-tuning LLMs and strong understanding of ML/DL/NLP principles.</li>
<li dir="ltr">Hands-on experience with structured output generation and validation from LLMs.</li>
<li dir="ltr">Proficiency in Python and common ML/DL frameworks (PyTorch, LangGraph, CrewAI, Hugging Face etc).</li>
<li dir="ltr">Experience with ontologies, taxonomies, RAG, LORA fine tuning and prompt engineering techniques.</li>
<li dir="ltr">Strong analytical, problem-solving, and collaboration skills. </li>
</ul><h4 dir="ltr">Bonus XP (Nice-to-Haves)</h4><ul>
<li dir="ltr">A love for gaming — this is not only about data science.</li>
<li dir="ltr">Experience with gaming data, game metadata, or working in the gaming industry.</li>
<li dir="ltr">Experience with hierarchical classification problems.</li>
<li dir="ltr">Knowledge of MLOps, agentic AI systems, or microservice architectures.</li>
<li dir="ltr">Familiarity with LLM platforms (e.g., Fireworks.ai, OpenAI, etc.) </li>
</ul><h4 dir="ltr">We think you’ll thrive with us if you are:</h4>Someone who’s passionate about building AI that actually understands — not just predicts. You love the challenge of applying AI to real-world, domain-specific problems, and gaming is a domain you either love already or are eager to explore. Your curiosity pushes you to constantly iterate, experiment, and improve, always striving to make your models smarter and more reliable.You take pride in working autonomously, designing creative solutions without waiting for someone to tell you exactly how. At the same time, you understand that great AI is built by teams who share knowledge and complement each other's strengths. You enjoy collaborating with engineers, designers, and fellow data scientists to achieve meaningful results. Above all, you value honesty, precision, and creating technology that enhances the experiences of gamers around the world. <h4 dir="ltr">What You’ll Get From Us</h4><ul>
<li dir="ltr">A passionate team that’s shaping the future of gaming! Plus, you’ll finally get to say, “I work in the gaming industry!” – how cool is that?</li>
<li dir="ltr">Managers and teams who genuinely care about you – not just as an employee, but as a person. We value who you are, your well-being and your personal growth.</li>
<li dir="ltr">An attractive compensation package, which includes comprehensive health insurance, paid parental leave, a solid pension plan and an Employee Stock Ownership Plan (ESOP), so you can share in our growth and success.</li>
<li dir="ltr">A collaborative, inclusive environment where diverse perspectives are truly valued and every team member is empowered to contribute, innovate and grow. With open communication, involvement in decision-making, cross-functional teamwork and access to both personal and professional development resources, you’ll have the support to thrive.</li>
<li dir="ltr">An international environment, connecting with colleagues and customers worldwide, including Norway, India and the US. </li>
<li dir="ltr">Hybrid work is cool with us! Just pop by the office occasionally so we remember what you look like. And when you do, you’ll find us conveniently located next to Lillestrøm train station – just a quick 10-minute ride from Oslo S!</li>
<li dir="ltr">Work-Life Balance – We get it, life happens! Whether it's errands, appointments, mental offloading or family time, you get the flexibility to shape your schedule.</li>
<li dir="ltr">A work culture built on our core values: We go above and beyond (“Extra-Ordinary”), we put people first (“Human-Centric”), we stay dedicated (“Committed”), we communicate openly (“Clear &amp; Transparent”) and we always do the right thing (“Integrity”)</li>
</ul><h4 dir="ltr">Ready to Level Up Your Data Science Career?</h4>If you’re looking for the opportunity to apply your AI and data science skills to shape the future of gaming, we’d love to hear from you. We know everyone has their own way of showcasing their talents — so whether it’s an application, CV, portfolio, GitHub profile, video, or something entirely different, send us whatever best tells your story. What matters most is making a connection. Just curious? Reach out to Sarah for more information about the role, the team, or Gameopedia itself.We are committed to building a diverse and inclusive workplace because we know that the best gaming experiences — and AI models — are built by diverse minds. We welcome individuals from all backgrounds and walks of life to apply. Join us in creating extraordinary experiences for players and the gaming industry worldwide. 
 </div>