Company:
Qualcomm India Private Limited
Job Area:
Engineering Group, Engineering Group > Systems Engineering
General Summary:
General Summary:
We at Qualcomm MIST are a passionate team of engineers who want to change the world of wearables by coming up with consumer grade healthcare services which would be adopted by masses. The core MIST team consists of researchers and engineers who have successfully deployed the first commercial ultrasound fingerprint sensors widely used in millions of phones worldwide. The Qualcomm MIST team is rapidly expanding and seeking innovators who will revolutionize the healthcare industry. We are hiring at our Hyderabad, India location.
The MIST team has the perks of being a start-up working almost autonomously under a bigger brand like Qualcomm. We are a world-class engineering organization developing state-of-the-art machine learning, signal processing and deep learning solutions to deliver ultra-optimized, power-efficient software and hardware to enable at-home mass produced health monitoring systems.
To scale and strengthen our offering in this domain, Qualcomm MIST team in Hyderabad, India is rapidly expanding and seeking candidates to investigate and develop the fundamental signal processing and machine learning algorithms to improve the perception of the data we collect.
Overview
(Job Function/General Responsibilities)
Role responsibility can include both, applied and fundamental research in the field of machine learning with development focus in one or many of the following areas:
Conducts fundamental machine learning research to create new models or new training methods in various technology areas, e.g. deep generative models (VAE, Normalizing-Flow, ARM, etc), Bayesian deep learning, equivariant CNNs, adversarial learning, active learning, Bayesian optimizations, unsupervised learning, and ML combinatorial optimization using tools like graph neural networks, learned message-passing heuristics, and reinforcement learning.
Performs advanced platform research to enable new machine learning compute paradigms, e.g., compute in memory, on-device learning/training, edge-cloud distributed/federated learning, quantum machine learning, causal and language-based reasoning.
Creates new machine learning models for advanced use cases that achieve state-of-the-art performance and beyond.
Design, develop & test software for machine learning frameworks that optimize models to run efficiently on wearables.
Design, implement and train DL/RL algorithms in high-level languages/frameworks (PyTorch and TensorFlow).
This position requires a background in photoacoustics, ultrasonics and audio signal processing, biosensing, and general knowledge of human anatomy and physiology.
Overview
(Critical “Must Have” skills/experience for role)
Strong signal processing fundamentals and knowledge of voice and signal processing techniques including adaptive filters, multi-mic beamforming, Fourier/Z transforms, equalizers & linear algebra.
Experience using modern deep learning toolboxes (e.g., Py Torch, TensorFlow), machine learning pipelines, model evaluation and data visualization.
5+ years of industry experience is required.
Good understanding and strong knowledge in algorithms and statistics
Good understanding and experience in math function optimization
Be able to stay on top of state-of-the-art approaches.
Experience with data generation/augmentation for deep neural networks using Matlab and python scripting.
Familiarity with training neural networks using Py torch, Caffe, TensorFlow and ONNX
Familiarity with operations and concepts of CNN, FC, RNN/LSTM/GRUs,
Excellent verbal and written communication and presentation skills
Committed team player and ability to take ownership of their work
Knowledge of fixed-point programing in C/Matlab
Expertise in multi-mic array processing, beamforming, adaptive beamforming, direction of arrival estimation etc
Expertise in digital signal processing techniques such as signal modeling, spectrum analysis and estimation, statistical signal processing, adaptive filter theory
Minimum Qualifications:
• Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience.
OR
Master’s degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Systems Engineering or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.
Overview
(Preferred skills/experience for role)
At least one of the points below is a must
Prior experience of working with AWS or Azure
Prior experience of working with Bigdata/Distributed computing in real time and offline
Prior experience of descriptor training, matching neural networks training, image retrieval/search task, segmentation
Experience of delivering reliable ML models to the production
Experience in software development, incl. testing and debugging mobile platforms, wearables or other embedded systems.
Excellent C++ and object-oriented programming
Education
Required: Master with 5 years of industry experience or PhD with 2 years of industry experience
Computer Science, Computer Engineering, Electrical Engineering, Applied Math
Applicants : If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email to accommodationsupport
Although this role has some expected minor physical activity, this should not deter otherwise qualified applicants from applying. If you are an individual with a physical or mental disability and need an accommodation during the application/hiring process, please call Qualcomm’s toll-free number found here (https://qualcomm.service-now.com/hrpublic?id=hr_public_article_view&sysparm_article=KB0039028) for assistance. Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities as part of our ongoing efforts to create an accessible workplace.
Qualcomm is an equal opportunity employer and supports workforce diversity.
Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.
To all Staffing and Recruiting Agencies : Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.
If you would like more information about this role, please contact Qualcomm Careers (http://www.qualcomm.com/contact/corporate) .
EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification
Job Details Job Description *Zomato food delivery * Join zomato food delivery boy job Earn upto 28000 rs per month...
Apply For This JobJob Details Responsibilities of candidates includes: 1.Plan and schedule interviews with candidates. 2.Create reports on the HR-related process when required....
Apply For This JobJob Details Job Description Immediate openings for ARE Qualification: Any graduation Perks & Benefits: Cab Incentives PF&ESI Interested People forward...
Apply For This JobBangalore, India Paygate India Private Limited Full time – KAM Leads to be at GM/ AVP level preferably.– KAM leads...
Apply For This JobJob Details Job Description Responsibilities of candidates include: • doing cold calling • identifying sales opportunities • closing business deals...
Apply For This JobJob Details Job Description Responsibilities: Sales II Lead Generation II Cold Calling • Researching and qualifying new leads • Understand...
Apply For This Job