Machine Learning Scientist with Audio DSP background Job at Punchcard in Pasaden

Machine Learning Scientist with Audio DSP background

Collaborate with senior machine learning researchers, engineers and speech processing researchers. Provide technical expertise to address supervised and unsupervised learning problems in an applied research and development environment. Develop & deploys modern machine learning and statistical methods (CART and Random Forests, clustering and classification algorithms, Bayesian models, neural nets, SVM etc.) for finding patterns / models from audio signals. Familiarity with large data sets, cloud based development and deployment, open source practices and frameworks and experience in putting an application into production is desirable.

In this role you will :

Provide technical expertise and execution know-how to the design of machine learning algorithms / solutions to solve ultra-challenging problems

Determine methodologies needed; apply such methodologies (e.g. neural nets, CART, Bayesian methods, etc.) on speech processing and related research domains.

Define data needs, evaluate data quality, perform and critique appropriate statistical analyses using software such as R, Python, SAS, MATLAB, and / or Splus. Explore, determine & develop technical approaches to be used and apply them on major challenges

Interface closely with Oben Business counterparts to understand / define requirements, domain knowledge / models, and data needs.

Effectively communicate technical analyses and results.

Work with offshore and in-house technical and business teams

Desired Skills and Experience :

Doctorate (Preferred) or Masters degree in Computer Science, Mathematics, Applied Physics, Applied Statistics or in Engineering

Foundation in theories underlying machine learning techniques

Advanced knowledge in audio digital signal processing and speech processing

Ability to apply theoretical or experiential knowledge on machine learning to solve problems

Experience in developing machine learning packages with programming languages such as Java, Python, C++

Experience with PhP / MySql

Experience in coding for Operating Systems such as Android, iOS, Mac, Linux and Windows

Must be willing to work out of an office located in Pasadena, CA

Desired Characteristics :

Experience with designing and prototyping algorithms on different kinds of data

Experience in applying machine learning to different kinds of problems

Knowledgeable with relational databases & SQL concepts and Compute platforms like Matlab

Interest / Experience in large data sets, cloud based architectures and deployment frameworks for machine learning algorithms

Open source efforts in machine learning

Strong analytical skills, with demonstrated reputation including publications / development / deployment experience

Excellent teamwork and customer focus

Excellent written and verbal communication skills

Ability to take initiative and deliver tangible results under deadline

Ability to work independently with minimal direction

Flexibility of working across all functions / levels as part of a team

Interest in working for a young company

Application Requirements :

Detailed resume and / or LinkedIn profile

Links to any research / papers you have been an instrumental part of and are proud of

Name of instructor / adviser, if any along with link to their profile

Cover Letter identifying your five favorite apps on your phone

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