<p>Transform the Future of Storytelling</p>

DNEG

Head of Machine Learning

Layout TD

Operations Coordinator

FP&A Manager

Lead Lighting Technical Director

DMP Artist

Crowd TD

Production Manager/Coordinator/Assistant

Lighting TD

Take your Unity skills to the next level with Part 3 of this quiz, covering scripting, physics, rendering, and performance optimization!

Test your Unity expertise with this quiz, covering initialization to advanced rendering and physics!

Test your Unity knowledge with this comprehensive quiz, covering everything from MonoBehaviour basics to advanced physics, rendering, and optimization techniques across multiple difficulty levels!

Assess your knowledge of Unity's Rigidbody component and its advanced physics interactions with this in-depth quiz!

Test your understanding of Unity’s Physics, Movement, and MonoBehaviour with this insightful beginner-friendly quiz!

Dive into the fundamentals of open-world game development in Unity with this beginner-friendly quiz.

Challenge yourself with this beginner-friendly quiz on building an endless runner in Unity!

Test your beginner-level knowledge of Unity platformer development with this engaging quiz.

Test your basic knowledge of Unity and Unreal Engine with this beginner-friendly quiz on game development fundamentals.

This assessment evaluates your understanding of Unity's component-based architecture, how GameObjects and their components interact, the hierarchy system with nested GameObjects, and how to reference them in scripts.

This assessment evaluates your understanding of Unity's NavMesh system, including navigation baking, NavMeshAgents, pathfinding, obstacles, and scripting interactions with NavMesh to create AI-driven movement.

An assessment to test the correct usage of Unity's events and lifecycle functions in the context of the game "Clash Royale"

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

<p>Let's assess your Data Structures! 📋<br>&nbsp;- This assessment gives us an idea of your problem solving skills using DSA<br>- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.<br>- 10 Multiple Choice questions<br>- Average time to complete: 7 to 10 minutes</p>

<p>Let's assess your Programming Patterns! 📋</p><p>- This assessment gives us an idea of your code architecture skills<br>- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.<br>- 10 Multiple Choice<strong> </strong>questions<br>- Average time to complete: 7<strong> </strong>to 10 minutes</p>

<p>Let's assess your OOPs skills! 📋</p><p>- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills<br>- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.<br>- 10 Multiple Choice questions<br>- Average time to complete:<strong> </strong>7 to 10 minutes</p>

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

STAGE

Business Analyst - Content

ByteDance

GTM Strategy & Operations - SealSuite

Solutions Architect

Strategic Account Executive - Innovative Technical Sales (iGaming/Media)

Research Engineer Graduate (Vision AI Platform)

Sales Operations Specialist

Software Engineer

Machine Learning Engineer, SMB

Software Development Engineer in Test

As a Business Analyst - Content, you'll analyze complex data sets to understand user behavior, improve content recommendations, and optimize user experience.  You will work with cross-functional teams (product, engineering, content, marketing) to ensure data-informed decisions. Key responsibilities include tracking and analyzing content performance across cultures, creating dashboards and reports, analyzing viewer preferences, supporting content acquisition with performance insights, and building forecasting models to predict content success and ROI.  The role requires strong analytical skills, proficiency in SQL, Excel, product analytics tools (Mixpanel, Amplitude), and BI tools (Tableau).

Creative Head

Creative Manager

Content Acquisition Executive

Creative Content Manager - Bhojpuri Web Series

Bhojpuri Promotional Writer

Video Editor

Poster Designer

Brand Marketing Executive

Accountant

<div id="cw-rich-description" style="color:#171B27; margin-bottom: 32px;">  <span id="spandesc"><p dir="ltr"><span><b>About the opportunity :</b></span><br></p><p dir="ltr"><span><span class="size">As a Business Analyst - Content, you will play a critical role in analysing and interpreting complex data sets to help us understand user behaviour,improve content recommendations, optimize user experience, and drive strategic decisions. You will work closely with cross functional teams, including product, engineering, content,and marketing, to ensure our day-to-day work is strongly data-informed.</span></span><span class="size"><br></span></p><div><br></div><p dir="ltr"><span><b>Key responsibilities:</b></span><br></p><ol><li dir="ltr"><p dir="ltr"><span><span class="size">Track and analyse content performance across regional cultures.</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Analyse metrics like watch time, completion rates, and engagement for content in different cultures</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Compare performance across cultures to identify successful content patterns</span></span><span class="size"><br></span></p></li></ul><li dir="ltr"><p dir="ltr"><span><span class="size">Create content performance dashboards and reports</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Build automated dashboards showing key content metrics</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Generate regular reports on content performance for stakeholders and content team</span></span><span class="size"><br></span></p></li></ul><li dir="ltr"><p dir="ltr"><span><span class="size">Analyse viewer preferences and behaviour by cultures and regions</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Study how different regions consume content.</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Understand peak viewing times, preferred devices, and viewing patterns by cultures</span></span><span class="size"><br></span></p></li></ul><li dir="ltr"><p dir="ltr"><span><span class="size">Support content acquisition with performance insights and forecasts</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Help acquisition team make data-driven decisions on content purchases</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Predict potential performance of new content based on historical data</span></span><span class="size"><br></span></p></li></ul><li dir="ltr"><p dir="ltr"><span><span class="size">Generate ROI analysis for content investments</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Calculate return on investment for different types of content</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Compare ROI across cultures and genres</span></span><span class="size"><br></span></p></li></ul><li dir="ltr"><p dir="ltr"><span><span class="size">Optimize content scheduling based on viewing patterns</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Recommend best release times for new content</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Optimize content placement on platform based on viewing data</span></span><span class="size"><br></span></p></li></ul><li dir="ltr"><p dir="ltr"><span><span class="size">Create content performance forecasting models</span></span><span class="size"><br></span></p></li><ul><li dir="ltr"><p dir="ltr"><span><span class="size">Build models to predict content success</span></span><span class="size"><br></span></p></li><li dir="ltr"><p dir="ltr"><span><span class="size">Develop viewership forecasts for new content releases</span></span><span class="size"><br></span></p></li></ul></ol><p dir="ltr"><span><b>Our ideal candidate:</b></span><b><br></b></p><p dir="ltr"><br></p><p dir="ltr"><span><b>Must have:</b></span><br></p><p dir="ltr"><span><span class="size">● 1-4 years of product analytics experience in a B2C context</span></span><span class="size"><br></span></p><p dir="ltr"><span><span class="size">● Proficiency with SQL, Excel, product analytics (Mix panel, Amplitude or similar) and </span></span><span><span class="size">Business Intelligence (Tableau or similar) tools</span></span><span class="size"><br></span></p><p dir="ltr"><span><span class="size">● Strong problem-solving skills and an insatiable curiosity to get behind the ‘why’of </span></span><span><span class="size">every problem statement</span></span><span class="size"><br></span></p><p dir="ltr"><span><span class="size">● Exceptional attention to detail and the ability to work both independently and collaboratively</span></span><span><span class="size"> within a cross-functional team</span></span><br></p><p dir="ltr"><span><b>Should have:</b></span><br></p><p dir="ltr"><span><span class="size">● Ability to judge what metrics to measure for different problem statements</span></span><span class="size"><br></span></p><p dir="ltr"><span><span class="size">● Ability to design and run experiments independently</span></span><span class="size"><br></span></p><p dir="ltr"><span><span class="size">● Ability to write great analysis documents/notes to succinctly communicate your </span></span><span><span class="size">findings to a broad audience</span></span><span class="size"><br></span></p><p dir="ltr"><span><span class="size">● Experience designing event tracking schemas</span></span><br></p><p dir="ltr"><span><b>Nice to have:</b></span><br></p><p dir="ltr"><span><span class="size">● Experience in the OTT/entertainment industry</span></span><br></p><div dir="ltr"><br></div><div><br></div></span><br>  </div>

Follow Mayank - career advice

Follow Mayank Grover for game development resources

Free | C# | Midnight Pizza Fight

Free | C++ | Lethos

Free | C++ | Pong

Follow Abhishek - tech content

Follow Abhishek Smith for game programming content

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.

Object Oriented Programming

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

Unity Event Functions - Clash Royale

Unity Component System

Unity NavMesh Agent

Game Dev Assessments

The Head of Machine Learning at DNEG will lead the strategic direction and development of advanced machine learning initiatives. This role involves managing the R&D roadmap, mentoring a world-class team, and fostering a culture of excellence.  Key responsibilities include executing the ML R&D roadmap, driving innovation in deep learning, NLP, computer vision, and reinforcement learning, collaborating with product and engineering teams, monitoring emerging AI technologies, and overseeing ML infrastructure.  The ideal candidate will possess exceptional leadership, communication, and technical skills with proven experience leading ML R&D teams and a deep understanding of AI ethics.

Environment Generalist TD

<div class="jv-job-detail-description" ng-non-bindable="">
            <h3>Description</h3>
                <div class="jv-meta">
                    <em>Position at DNEG</em>
                </div>
            <p ng-non-bindable="">
                </p><h3>Job Description / Key Purpose of the Job:</h3><div dir="ltr">The Head of Machine Learning at DNEG leads the strategic direction and development of advanced machine learning initiatives, driving innovation and ensuring that AI-powered solutions translate into real-world business impact. We are looking for a leader to help shape the future of ML/AI tooling in the VFX industry.&nbsp;</div><div dir="ltr">The candidate will need to collaborate with cross-functional teams to build robust AI solutions that align with the company’s objectives. The role involves managing the research and development roadmap, mentoring teams, and fostering a culture of excellence, all while balancing innovation with the operational realities of a high-security production environment.</div><div dir="ltr"><hr></div><h3>Key Responsibilities / Job Duties:</h3><ul><li><div dir="ltr">Execute the strategic roadmap for machine learning R&amp;D aligned with company goals.</div></li><li><div dir="ltr">Lead, mentor, and grow a world-class machine learning team.</div></li><li><div dir="ltr">Drive innovation in areas such as deep learning, natural language processing, computer vision, and reinforcement learning.</div></li><li><div dir="ltr">Collaborate with product and engineering teams to integrate research breakthroughs into scalable, production-ready solutions.</div></li><li><div dir="ltr">Monitor and evaluate emerging AI technologies and recommend adoption strategies where applicable.</div></li><li><div dir="ltr">Oversee the development and maintenance of machine learning infrastructure and tools to support research and deployment.</div></li><li><div dir="ltr">Establish partnerships with academic institutions and industry organizations.</div></li></ul><div dir="ltr"><hr></div><h3>Job Requirements / Must Haves:</h3><ul><li><div dir="ltr">Exceptional leadership, mentorship, and communication skills.</div></li><li><div dir="ltr">Proven track record in leading machine learning R&amp;D teams or projects.</div></li><li><div dir="ltr">Advanced degree in Computer Science, Machine Learning, AI, or a related field.</div></li><li><div dir="ltr">Extensive experience with deep learning frameworks (e.g., TensorFlow, PyTorch) and programming languages (e.g., Python).</div></li><li><div dir="ltr">Deep understanding of AI ethics, fairness, and interpretability.</div></li><li><div dir="ltr">Strategic thinking with the ability to define and communicate a compelling vision.</div></li></ul><div dir="ltr"><hr></div><h3>Additional Skills / Nice to Have:</h3><ul><li><div dir="ltr">PhD and/or strong portfolio of published research and patents in top AI conferences and journals.</div></li><li><div dir="ltr">Experience deploying large-scale machine learning models in production.</div></li><li><div dir="ltr">Familiarity with cloud platforms and MLOps best practices.</div></li><li><div dir="ltr">Proficiency in languages beyond Python, such as C++.</div></li><li><div dir="ltr">Able to knit together a high performing distributed team and communicate a consistent vision.</div></li></ul><div dir="ltr"><hr></div><h3>About You:</h3><ul><li><div dir="ltr">Visionary thinker with a passion for advancing the state-of-the-art in AI.</div></li><li><div dir="ltr">Collaborative and team-oriented.</div></li><li><div dir="ltr">Resilient and adaptable in a fast-paced environment.</div></li><li><div dir="ltr">High level of curiosity and commitment to continuous learning.</div></li></ul><p><em>For CANADA : Please note that this is a unionized position and will be covered by a collective agreement between DNEG and IATSE, in the coming months. As a unionized employee, you will be required to join the union and will benefit from the conditions set out in the collective agreement. Union dues will be required once the collective agreement is in place.</em></p><p>-----------------------------------</p><h3>Description du poste / Objectif principal du poste :</h3><div dir="ltr"><br>Le Responsable de l'Apprentissage Automatique chez DNEG dirige la stratégie et le développement des initiatives avancées en apprentissage automatique, en favorisant l'innovation et en veillant à ce que les solutions alimentées par l'IA aient un impact concret sur les affaires. Nous recherchons un leader pour contribuer à façonner l'avenir des outils ML/IA dans l'industrie des effets visuels (VFX).<br>Le candidat devra collaborer avec des équipes interfonctionnelles pour créer des solutions IA robustes alignées sur les objectifs de l'entreprise. Ce rôle inclut la gestion de la feuille de route pour la recherche et le développement, le mentorat des équipes et la promotion d'une culture d'excellence, tout en équilibrant innovation et réalités opérationnelles d'un environnement de production hautement sécurisé.</div><div dir="ltr">Responsabilités principales / Missions :</div><ul><li><div dir="ltr">Exécuter la feuille de route stratégique pour la recherche et le développement en apprentissage automatique, en alignement avec les objectifs de l'entreprise.</div></li><li><div dir="ltr">Diriger, encadrer et développer une équipe de machine learning de classe mondiale.</div></li><li><div dir="ltr">Stimuler l'innovation dans des domaines tels que l'apprentissage profond, le traitement du langage naturel, la vision par ordinateur et l'apprentissage par renforcement.</div></li><li><div dir="ltr">Collaborer avec les équipes produits et ingénierie pour intégrer les percées de la recherche dans des solutions évolutives et prêtes pour la production.</div></li><li><div dir="ltr">Suivre et évaluer les technologies émergentes en IA et recommander des stratégies d’adoption le cas échéant.</div></li><li><div dir="ltr">Superviser le développement et la maintenance des infrastructures et des outils de machine learning pour soutenir la recherche et le déploiement.</div></li><li><div dir="ltr">Établir des partenariats avec des institutions académiques et des organisations professionnelles.</div></li></ul><h3>Exigences du poste / Compétences indispensables :</h3><ul><li><div dir="ltr">Compétences exceptionnelles en leadership, mentorat et communication.</div></li><li><div dir="ltr">Expérience avérée dans la direction d’équipes ou de projets de R&amp;D en machine learning.</div></li><li><div dir="ltr">Diplôme avancé en informatique, machine learning, IA ou domaine connexe.</div></li><li><div dir="ltr">Expérience approfondie des frameworks de deep learning (par exemple, TensorFlow, PyTorch) et des langages de programmation (par exemple, Python).</div></li><li><div dir="ltr">Compréhension approfondie de l’éthique de l’IA, de l’équité et de l’interprétabilité.</div></li><li><div dir="ltr">Pensée stratégique avec la capacité de définir et de communiquer une vision convaincante.</div></li></ul><h3>Compétences supplémentaires / Atouts :</h3><ul><li><div dir="ltr">Doctorat et/ou un solide portefeuille de recherches publiées et de brevets dans des conférences et revues AI de premier plan.</div></li><li><div dir="ltr">Expérience dans le déploiement de modèles de machine learning à grande échelle en production.</div></li><li><div dir="ltr">Familiarité avec les plateformes cloud et les meilleures pratiques MLOps.</div></li><li><div dir="ltr">Maîtrise de langages autres que Python, comme C++.</div></li><li><div dir="ltr">Capacité à réunir une équipe distribuée hautement performante et à communiquer une vision cohérente.</div></li></ul><h3>À propos de vous :</h3><ul><li><div dir="ltr">Penseur visionnaire avec une passion pour l'avancement de l'IA.</div></li><li><div dir="ltr">Collaboratif et orienté équipe.</div></li><li><div dir="ltr">Résilient et adaptable dans un environnement à rythme rapide.</div></li><li><div dir="ltr">Haut niveau de curiosité et engagement envers l'apprentissage continu.</div></li></ul><p><em>Pour le CANADA : Veuillez noter qu'il s'agit d'un poste syndiqué et qu'il sera couvert par une convention collective entre DNEG et IATSE dans les mois à venir. En tant qu'employé syndiqué, vous devrez adhérer au syndicat et bénéficierez des conditions énoncées dans la convention collective. Les cotisations syndicales seront exigées une fois que la convention collective sera en place.</em></p>
            <p></p>
                <p ng-non-bindable=""><br><b>About Us</b><br>We are DNEG, one of the world’s leading visual effects and animation companies for the creation of award-winning feature film,
television, and multiplatform content. We employ more than 9,000 people
with worldwide offices and studios across North America (Los Angeles,
Montréal, Toronto, Vancouver), Europe (London), Asia (Bangalore, Mohali,
Chennai, Mumbai) and Australia (Sydney).</p>
        </div>