Senior Computer Vision & Generative AI Engineer (apple)
apple Cupertino, United States
2024-10-27
Job posting number: #153427 (Ref:apl-200549214)
Job Description
Summary
Imagine what you could do here. The people here at Apple don’t just create products — they create the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it.
We are looking for a highly skilled and experienced Computer Vision and Generative AI Engineer to help work on exciting technologies for future Apple products and bring it to live. In this role, you will join a team of computer vision and machine learning engineers to discover and build solutions to previously-unsolved challenges and push the state of the art for global audience.
You will collaborate with cross-functional teams of business SMEs, engineers, data scientists, designers, and researchers, have deep expertise in both practical and theoretical aspects of 3D Computer Vision algorithms. This includes proficiency in generative models, 3D reconstruction, multi-modal models, pose estimation, or tracking. This role is exceptionally technical, and will require you to actively engage in all aspects of the work, from conceptualization and theoretical considerations to design, coding, and implementation.
We are looking for a highly skilled and experienced Computer Vision and Generative AI Engineer to help work on exciting technologies for future Apple products and bring it to live. In this role, you will join a team of computer vision and machine learning engineers to discover and build solutions to previously-unsolved challenges and push the state of the art for global audience.
You will collaborate with cross-functional teams of business SMEs, engineers, data scientists, designers, and researchers, have deep expertise in both practical and theoretical aspects of 3D Computer Vision algorithms. This includes proficiency in generative models, 3D reconstruction, multi-modal models, pose estimation, or tracking. This role is exceptionally technical, and will require you to actively engage in all aspects of the work, from conceptualization and theoretical considerations to design, coding, and implementation.
Description
JOB IS FROM: italents.netVIEW
In this role, you will focus on the following key areas:
- You’ll be working in a team of computer vision and machine learning engineers to prototype and ship world class algorithms that pushes the state of the art.
- Turn prototypes into automation pipelines and deploying them to production; deciding
when to use out-of-the-box solutions vs. building custom solutions and utilizing both
- Ongoing data analysis to build new or fine-tune existing models such as GPT to optimize results
- Partner closely with software engineers to implement these models in our production environment to enable product features for worldwide audience
- Communicate results of analyses to business partners and executives
- Maintain expertise in the latest advancements in AI technology. Partner with your team members to prepare presentations, papers, and patents for your inventions
- You’ll be working in a team of computer vision and machine learning engineers to prototype and ship world class algorithms that pushes the state of the art.
- Turn prototypes into automation pipelines and deploying them to production; deciding
when to use out-of-the-box solutions vs. building custom solutions and utilizing both
- Ongoing data analysis to build new or fine-tune existing models such as GPT to optimize results
- Partner closely with software engineers to implement these models in our production environment to enable product features for worldwide audience
- Communicate results of analyses to business partners and executives
- Maintain expertise in the latest advancements in AI technology. Partner with your team members to prepare presentations, papers, and patents for your inventions
Minimum Qualifications
- 5+ years building NLP/AI software professionally and successfully releasing to customers
- 5+ years of industry experience in CVML and an advanced degree (Ph.D./M.Sc.) in CVML or similar field
- A strong track record of shipping products and publications / patents
- Strong experience in 3D Computer Vision algorithms
- Experience with state-of-the-art NLP algorithms and AI models, Multi-modal LLMs, Multi-modal contrastive learning, Foundation models, Diffusion based models
- Experience in machine learning, preferably in 3D computer vision applications
- Solid foundation in 3D geometry and linear algebra
- Strong understanding of Python, and related machine learning tools (e.g. TensorFlow, PyTorch, NLTK, spaCy,Keras)
- Solid programming skills with c/c++ and swift
- Experience with human factors, especially eye tracking and human input interaction
- Experience in 3D graphics and rendering
Key Qualifications
Preferred Qualifications
- Experience in modern Novel View Synthesis methods, suchas NeRF, Gaussian Splatting, etc., is a plus
- Excellent presentation, written and verbal communication, engagement and interpersonal skills along with validated skills in building great design
Education & Experience
Ph.D. in Computer Science, Machine Learning, Computer vision or related field; or
M.S. in related field with 3+ years experience applying Computer Vision machine learning engineer to real business problems
M.S. in related field with 3+ years experience applying Computer Vision machine learning engineer to real business problems
