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Solve problems in speech and NLP domain using advanced Deep learning and Machine Learning techniques. Few examples of the problems are -
* Limited resource Speaker Diarization on mono-channel recordings in noisy environment.
* Speech Enhancement to improve accuracy of downstream speech analytics tasks.
* Automated Speech Recognition for accent heavy audio with a noisy background.
* Speech analytic tasks, which include: emotions, empathy, keyword extraction.
* Text analytic tasks, which include: topic modeling, entity and intent extraction, opinion mining, text classification, and sentiment detection on multilingual data.
A typical day at work
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You will work closely with the product team to own a business problem. You will then model the business problem into a Machine Learning problem. Next you will do literature review to identify approaches to solve the problem. Test these approaches, identify the best approach, add your own insights to improve the performance and ship that to production!
What should you know?
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* Solid understanding of Classical Machine Learning and Deep Learning concepts and algorithms.
* Experience with literature review either in academia or industry.
* Proficiency in at least one programming language such as Python, C, C++, Java, etc.
* Proficiency in Machine Learning tools such as TensorFlow, Keras, Caffe, Torch/PyTorch or Theano.
* Advanced degree in Computer Science, Electrical Engineering, Machine Learning, Mathematics, Statistics, Physics, or Computational Linguistics
Why DeepAffects?
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* You’ll learn insanely fast here.
* Esops and competitive compensation.
* Opportunity and encouragement for publishing research at top conferences, paid trips to attend workshop and conferences where you have published.
* Independent work, flexible timings and sense of ownership of your work.
* Mentorship from distinguished researchers and professors.

About DeepAffects
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Experience: 4+ years
Work Location: Marathahalli Outer Ring Road, Bengaluru
About the role:
At Bizongo, we believe in delivering excellence which drives business efficiency for our customers. As a Software Engineer at Bizongo, you will be working on developing the next generation of technology that will impact how businesses take care of their process and derive process efficiency. We are looking for engineers who can bring fresh ideas, function at scale and are passionate about technology. We expect our engineers to be multi-dimensional, display leadership and have a zeal for learning as well as experimentation as we push business efficiency through our technology. As a Software Engineer in Test, you’ll be testing complex scenarios, end-to-end, using automation frameworks like Selenium.
Must-haves:
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Proficiency in either Java or Python.
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At least 4 years of experience in working on automated testing frameworks like Selenium, Cucumber.
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Excellent understanding of Feature, Regression, and Smoke Testing.
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Clear understanding of RESTFul API’s and building test frameworks for the same
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Excellent in finding testing scenarios, catching corner cases of the feature that you would be testing.
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Ability to Manage and Test different Projects simultaneously.
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Tech/ BS in Computer Science (or have done relevant courses for the same)
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Good in analysis and solving problems.
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Excellent verbal and written communication skills.
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Passionate about working in a startup.
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If you have built an automated test framework for at least one product from the scratch
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Understanding of how the web works
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Understanding of MVC frameworks like Ruby on Rails, Python Django
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Understand the design and end-to-end workflow of the feature/product specifications.
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Coming up with all the testing scenarios even before the start of development, after going through the design and specifications
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Keeping the test suite up to date with the latest changes
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Documentation - Keeping all the testing scenarios in the documented format so that anyone can test the scenarios manually if required
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Key role in keeping the production bugs count to zero
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Opportunity to work with "India's leading B2B" E-commerce venture. The company grew its revenue by more than 5.5x last year to reach to a 350 Cr annual revenue run rate scale. We invite you to be part of the upcoming growth story of B2B sector through Bizongo
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Opportunity to work with most dynamic individuals in Asia recognized under Forbes 30 Under 30 and industry stalwarts from across companies like Microsoft, Paypal, Gravitas, Parksons, ITC, Snapdeal, Fedex, Deloitte and HUL Bizongo is featured in LinkedIn Top Startups 2019: The 25 hottest Indian companies to work for!
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Company Website: www.bizongo.com
About Bizongo:
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Bizongo is India's largest multi-category technology-driven packaging platform. We are one of the largest B2B e-commerce players in the country. Bizongo's distinctive business model is a unified platform that solves design, development, and procurement problems for every packaging category. On top of this vision resides a stack of connected technology platforms that facilitate efficient business processes to provide an end-to-end experience which a focus on providing optimized technology-driven supply chain solutions. The place where creativity and technology converge is where transformation happens. With these elements put together, Bizongo is disrupting the market, enabling efficiency and bringing convenience in businesses.
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Additional Perks:
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Medical Insurance
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Flexible Work hours
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Work from Home
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Casual Dress Code
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Recreational Facility
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algorithms, architecture, code design and design patterns








