3D Machine Learning Jobs in New York (NOW HIRING)

NBCUniversal is one of the world's leading media and entertainment companies. We create world-class content, which we distribute across our portfolio of film, television, and streaming, and bring to life through our global theme park destinations, consumer products, and experiences. We own and operate leading entertainment and news brands, including NBC, NBC News, NBC Sports, Telemundo, NBC Local Stations, Bravo, and Peacock, our premium ad-supported streaming service. We produce and distribute premier filmed entertainment and programming through our powerhouse film and television studios, including Universal Pictures, DreamWorks Animation, and Focus Features, and the four global television studios under the Universal Studio Group banner, and operate industry-leading theme parks and experiences around the world through Universal Destinations & Experiences, including Universal Orlando Resort, home to Universal Epic Universe, and Universal Studios Hollywood. NBCUniversal is a subsidiary of Comcast Corporation. Visit www.nbcuniversal.com for more information.

Our impact is rooted in improving the communities where our employees, customers, and audiences live and work. We have a rich tradition of giving back and ensuring our employees have the opportunity to serve their communities. We champion an inclusive culture and strive to attract and develop a talented workforce to create and deliver a wide range of content reflecting our world.

NBCUniversal est l'un des leaders mondiaux du secteur des medias et du divertissement. Nous creons des contenus d'exception, que nous diffusons a travers notre portefeuille de films, de programmes televises et de services de streaming, et que nous donnons vie grace a nos parcs a theme internationaux, nos produits grand public et nos experiences. Nous detenons et exploitons des marques de premier plan dans les domaines du divertissement et de l'information, notamment NBC, NBC News, NBC Sports, Telemundo, les chaines locales NBC, Bravo et Peacock, notre service de streaming premium finance par la publicite. Nous produisons et distribuons des films et des programmes de divertissement de premier ordre grace a nos puissants studios de cinema et de television, notamment Universal Pictures, DreamWorks Animation et Focus Features, ainsi qu'aux quatre studios de television mondiaux regroupes sous la banniere Universal Studio Group. Nous exploitons egalement des parcs a theme et des experiences de premier plan a travers le monde via Universal Destinations & Experiences, notamment l'Universal Orlando Resort, qui abrite l'Universal Epic Universe, et Universal Studios Hollywood. NBCUniversal est une filiale de Comcast Corporation. Rendez-vous sur www.nbcuniversal.com pour plus d'informations.

Notre impact repose sur l'amelioration des communautes dans lesquelles vivent et travaillent nos employes, nos clients et nos publics. Nous avons une riche tradition d'engagement social et veillons a ce que nos employes aient la possibilite de s'investir au sein de leurs communautes. Nous defendons une culture inclusive et nous nous efforcons d'attirer et de former une main-d'uvre talentueuse afin de creer et de proposer un large eventail de contenus refletant notre monde.

In this role, you'll use C++ to build important software that powers machine learning, computer vision, and 3D modeling applications. This software will rely on mathematical concepts to analyze images and create realistic 3D models based on real-world data. 

You'll get to work with the latest research in fields like artificial intelligence, computer vision, and computer graphics.  

To keep track of your code and changes, you'll use Git. You'll also test and run your code on a cloud platform, working with large-scale geospatial data (like maps and geographic information) to create 3D content that users will eventually use. 

Responsibilities include, but not limited to: 

• You will implement, in C++, core machine-learning/computer vision and (inverse-)procedural modeling algorithms, with varying levels of oversight. These algorithms rely on mathematical techniques from linear algebra, probability, and geometry.   
• Apply cutting-edge research in machine learning, computer vision, and computer graphics. 
• Work closely with leadership to understand high-level product vision and customer requirements. 
• Utilize Git for effective source code management. 
• Deploy and test your code on large scale geospatial datasets (and ultimately generate 3D content that will be available to users) This requires you to interact with remote machines via a Unix shell. 

Dans ce role, vous utiliserez le C++ pour developper des logiciels essentiels alimentant des applications d'apprentissage automatique, de vision par ordinateur et de modelisation 3D. Ces solutions s'appuient sur des concepts mathematiques avances afin d'analyser des images et de generer des modeles 3D realistes a partir de donnees du monde reel.

Vous travaillerez avec les recherches les plus recentes en intelligence artificielle, vision par ordinateur et infographie, contribuant a des produits innovants et a fort impact.

Vous gererez le code a l'aide de Git et deploierez/testerez vos solutions sur des plateformes infonuagiques, en exploitant des donnees geospatiales a grande echelle afin de creer du contenu 3D destine aux utilisateurs finaux.

• Implementer en C++ des algorithmes de base en apprentissage automatique, vision par ordinateur et modelisation procedurale (inverse)
• Appliquer des techniques mathematiques telles que l'algebre lineaire, les probabilites et la geometrie
• Integrer des recherches de pointe dans des systemes prets pour la production
• Collaborer avec la direction afin de traduire la vision produit et les besoins clients en solutions techniques
• Utiliser Git pour la gestion du code source et le controle de version
• Deployer, tester et optimiser le code sur des ensembles de donnees geospatiales a grande echelle
• Travailler avec des environnements distants via un shell Unix (ex. : bash)
• Contribuer a la creation de contenu 3D destine aux utilisateurs finaux

• Bachelor's Degree in Computer Science, Engineering, Mathematics, or a related field 
• 5+ years of relevant industry experience in a fast paced, high growth tech environment, with demonstrable experience as a solutions-based leader in your domain 
• Team-oriented and collaborative approach with a demonstrated aptitude, enthusiasm and willingness to learn new methods, tools, practices and skills 
• Strong communication skills with the ability to translate complex technical concepts into clear, accessible language for non-technical stakeholders. 
• Experience in designing and building high-performance, efficient systems using C++, with a strong focus on optimizing code for speed, scalability, and resource management. 

Desired Characteristics: 

• Familiarity with modern C++ will allow you to better interface with other portions of our data ingestion and product pipeline. 
• A mathematical background covering some subset of linear algebra, probability, and geometry will also be helpful.   
• Experience with Git is preferred, but a background with Mercurial or other DVCs is an acceptable substitute. 
• Our development and production environments are Linux and macOS based. Confidence in a Unix shell environment (e.g. bash) is essential for working in our setup. 
• Problem-solving skills, attention to detail, and the ability to thrive in a fast-paced environment. 
• Experience in game technology, with expertise in areas such as Unreal Engine, C++, computational geometry, and computer graphics, driving the development of cutting-edge, high-performance gaming systems. 
• We use CMake for project management. However, for something other than vim/make or Xcode, we need a convincing demonstration that you will be able to self-support in the environment of your preference.   

Qualifications:

• Baccalaureat en informatique, genie, mathematiques ou dans un domaine connexe
• Plus de 5 ans d'experience pertinente dans un environnement technologique dynamique et en forte croissance
• Experience demontree comme leader technique oriente solutions dans votre domaine
• Excellentes aptitudes pour le travail d'equipe et la collaboration
• Solides competences en communication, incluant la capacite de vulgariser des concepts techniques complexes
• Experience confirmee dans la conception et le developpement de systemes performants en C++, avec un accent sur l'evolutivite, l'efficacite et la gestion des ressources

Qualifications souhaitees 

• Bonne connaissance des standards modernes du C++
• Solide base en algebre lineaire, probabilites et geometrie
• Experience avec Git ou d'autres systemes de gestion de versions (ex. : Mercurial)
• Aisance dans des environnements Linux et macOS
• Bonne maitrise des environnements shell Unix (ex. : bash)
• Experience en technologie de jeux (ex. : Unreal Engine), geometrie computationnelle ou infographie
• Experience avec CMake pour la gestion de projets et de compilation
• Excellentes capacites d'analyse, de resolution de problemes et souci du detail

As part of our selection process, external candidates may be required to attend an in-person interview with an NBCUniversal employee at one of our locations prior to a hiring decision. NBCUniversal's policy is to provide equal employment opportunities to all applicants and employees without regard to race, color, religion, creed, gender, gender identity or expression, age, national origin or ancestry, citizenship, disability, sexual orientation, marital status, pregnancy, veteran status, membership in the uniformed services, genetic information, or any other basis protected by applicable law.

If you are a qualified individual with a disability or a disabled veteran and require support throughout the application and/or recruitment process as a result of your disability, you have the right to request a reasonable accommodation. You can submit your request to [email protected].