Innovate to solve the world's most important challenges
Deep Learning Expert
•PhD/Master’s degree in Computer Science, Signal Processing with a minimum of 15+ years of experience.
•Experience in delivering products applying voice, video analytics and deep learning techniques.
•Demonstrated video analytics skills using deep learning algorithms on GPU systems, cloud and edge devices.
•Experience in development of artificial vision/video analytics solutions like object tracking , event detection [in video], video surveillance, object detection, face recognition, object recognition, automatic license plate recognition
•Experience in using large labeled and unlabeled video/image corpora using parallel computing platforms as OpenCL, CUDA on NVIDIA GPU systems
•Experience and Proficiency in using deep learning frameworks as Torch, Caffe & TensorFlow.
•Experience in implementing voice based algorithms and extensively using NLP and NLU.
•Exposure to voice based frameworks like Kaldi and CMU Sphinx, PocketSphinx.
•Fluency in a C/C++, OpenCL/CUDA programming and scripting language (e.g. Python, Lua) for fast prototyping.
•Good knowledge of Deep Neural Networks, Convolutional Neural Networks and applications to video and voice analytics.
•Experience in working with multimodal systems and designing solutions in the same.
•Proven ability to balance modern deep learning approaches with pragmatic problem solving.
•Experience in innovating on breakthrough products, ability to foster an Innovation mindset in the team and taking these ideas through to the NPI process and delivering.
•Ability to connect multiple unrelated aspects, understand a problem domain and be able to draw conclusions and suggest solutions. Ability to engage in both inductive and deductive process, Knowledge of how to find unknown quantities in a problem solving situation, Competence in linking various operations for complex problem solving.
•Understands the domain, business, industry and interconnectivity between industries. Sees vision of the business and supporting through innovation.
•Radically challenges the way “things are used”. Creates new efficient ways. Starts at end user and works backwards/tech is secondary.
We value :
•PhD in Computer Vision, Image Processing, Video Processing/Analytics or other relevant field
•Understanding of artificial intelligence trends and passion for keeping current with future state of technologies
•Results driven with a positive can do attitude, ability to generate IP for the organization.
•Knowledge and experience with open source deep learning frameworks.
•Experience in moving prototypes to production on OpenCL/CUDA parallel computing platforms
20 Analyze Designs
20 Design Engineering
20 Design Interpretation
20 Test Products
20 Failure Analysis
•Have a passion for technology, Innovation, deep learning and a flexible, creative approach to problem solving.
•Highly team oriented
•Being comfortable working in a dynamic, research-oriented group with several ongoing concurrent projects.
•Keen instinct to discern the ideas likely to have the most measurable benefit to our products from the many possible ideas and work closely with others to execute them.
•Excellent communications skills including the ability to present hypotheses and analysis results to a wide audience in a clear and concise manner.
•Ability to persuade stakeholders and champion effective techniques during new product development.
•Experience in turning research ideas into actionable designs.
•A demonstrated passionate commitment to the customer and product quality.
•Innovative, creative, proactive and outside the box thinking.
Job Description and Responsibilities
•Collaborate with Honeywell business partners (internal and external), across the globe, to define, design and develop deep learning solutions using video, voice and other aspects to develop IOT based products that uncover new insights and create new market opportunities.
•Provide real time deep learning-artificial intelligence solutions to address customer needs
•Leverage experience with deep learning to define, design, and build prototypes
•Leverage know how and domain knowledge of Honeywell experts to define, design and develop intelligent algorithms to operate on large video/image corpora
•Contribute to the development of tools, processes and procedures to address the video & voice based analytics platform and infrastructure needs that help in developing breakthrough products.
•Integrate video data & multi-structured data from various sensors to unlock new value for Honeywell and our customers
•Help build a strong technology and Innovation group by teaming and collaborating with other team members
Exempt Honeywell Technology Solutions
Honeywell is an equal opportunity employer. Qualified applicants will be considered without regard to age, race, creed, color, national origin, ancestry, marital status, affectional or sexual orientation, gender identity or expression, disability, nationality, sex, or veteran status.
Honeywell is an equal opportunity employer. Qualified applicants will be considered without regard to age, race, creed, color, national origin, ancestry, marital status, affectional or sexual orientation, gender identity or expression, disability, nationality, sex, religion, or veteran status.
For more information on applicable equal employment regulations, refer to the EEO is the Law poster .
Please refer to the EEO is the Law Supplement Poster & the Pay Transparency Policy .
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