Staff Deep Learning Engineer
Staff Deep Learning Engineer
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Salary Not Disclosed
1 Vacancy
Job Description
In this role youll be programming in Python to create the core software that powers advanced computer vision and modeling applications. These tools use complex math to interpret and generate visual data like images or 3D models.
Youll get to work with the latest research in fields like artificial intelligence computer vision (helping users see and understand images) and computer graphics (generating images or animations).
The ideal candidate will have a proven track record of success in machine learning projects a strong technical background and excellent communication skills.
We are agnostic to your choice of development environment; however we need a convincing demonstration that you will be able to selfsupport in the environment of your preference.
Responsibilities include but not limited to:
- Implement in Python core deeplearning/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 cuttingedge research in machine learning computer vision and computer graphics.
- Work closely with leadership to understand highlevel 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.
Qualifications :
- PhD in degree in Computer Science Engineering Mathematics or a related field
- Minimum of 5 years of relevant industry experience ideally within a fastpaced highgrowth tech environment.
- Proficiency in Python
- Experience training artificial neural networks or adjacent experience (e.g. gradient descent / nonlinear optimization / classical machinelearning)
- Teamoriented 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 nontechnical stakeholders.
- Handson experience with TensorFlow and Keras (or similar frameworks) in developing training and deploying deep learning models.
- Experience working with geospatial datasets and tools such as GIS GeoPandas or similar libraries.
Desired Characteristics:
- Familiarity with modern C will allow you to better interface with other portions of our data ingestion and product pipeline.
- Experience with Git is preferred but a background with Mercurial or other DVCs is an acceptable substitute.
- A mathematical background covering linear algebra probability multivariate calculus geometry and numerical methods.
- 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.
- Problemsolving skills attention to detail and the ability to thrive in a fastpaced environment.
This position is eligible for company sponsored benefits including medical dental and vision insurance 401(k) paid leave tuition reimbursement and a variety of other discounts and perks. Learn more about the benefits offered by NBCUniversal by visiting the Benefits page of the Careers website. Salary range: $220000 $260000 (bonus eligible).
We are accepting applications for this position on an ongoing basis.
Additional Information :
As part of our selection process external candidates may be required to attend an inperson interview with an NBCUniversal employee at one of our locations prior to a hiring decision. NBCUniversals 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 .
For LA County and City Residents Only: NBCUniversal will consider for employment
qualified applicants with criminal histories or arrest or conviction records in a manner
consistent with relevant legal requirements including the City of Los Angeles Fair Chance
Initiative For Hiring Ordinance the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act where applicable.
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
Company Industry
Key Skills
- Computer Science
- Docker
- Kubernetes
- Python
- VMware
- C/C++
- Go
- System Architecture
- gRPC
- OS Kernels
- Perl
- Distributed Systems
