Machine Learning Scientist - Speech
Bengaluru
ObserveAI
With Observe.AI, contact centers can act faster with real-time insights and guidance to improve performance, from more sales to higher retentionObserve.AI is trusted by hundreds of customers and partners, including Pearson, Accolade, Group 1 Automotive, Southeast Trans, and Public Storage. Our recent $125 million Series C led by Softbank Vision Fund 2 with participation from Zoom Video Communications, Inc., brings our total funding to date to $213M, with investments from Menlo Ventures, Next47, NGP Capital, Emergent Ventures, Scale Ventures, Nexus Ventures, and Y-Combinator. For more information, visit www.observe.ai.
The Opportunity:
If you are a talented and driven person who wants to join a high-impact team at the core of Observe.AI's mission, then this role is for you. This is a highly challenging role that will require the implementation of state-of-the-art Machine learning (ML) and Deep learning algorithms; You will build a never-before-seen machine intelligence product and ML pipelines from scratch, architecting and implementing low latency systems at scale.If you are excited about; owning & building a next-generation ML architecture and working on core algorithms, right from training to production, you’ll love the job!
What You Will Do as a ML Scientist :
Work on world class Speech Technologies and build deep learning models.Work with large data sets and build an ML pipeline to process and train the dataRun ML experiments scientifically and analyzes the resultsOptimize ML solutions for performance and scaleWork with the team in building exciting stuff and guide juniors in the processDeploy solutions into production and maintain several models for fast experiments Keep up-to-date with latest ML and deep learning literature to implement latest techniques into Observe.AI Voice & NLP platform
Who you are :
Graduate/Post Graduate degree in Computer Science/Electrical Engineering from leading research InstitutesStrong working experience in building Speech Technologies like ASR, TTS, Diarization, and Speech signalsHands-on experience in building end-to-end models using the latest architectures4+ years of commercial experience in ML solutions and pipelines4+ years of programming experience in Python, Shell scripting and C/JavaHands-on experience in speech processing frameworks such as Kaldi, Espnet, Speech brain etc.Experience with Machine learning and Deep learning libraries such as Scikit Learn, TensorFlow or PyTorch
Some of the other coolest things you deliver:-
A world-class Speech technology that has an impact on Customers and the research communityPublish papers in International Speech and NLP conferences like Interspeech / Icassp / NIPS/ ASRU etcInter team coordination for research initiatives.Compensation, Benefits and PerksExcellent medical insurance options and free online doctor consultationsYearly privilege and sick leaves as per Karnataka S&E ActGenerous holidays (National and Festive) recognition and parental leave policiesLearning & Development fund to support your continuous learning journey and professional developmentFun events to build culture across the organizationFlexible benefit plans for tax exemptions (i.e. Meal card, PF, etc.)
Our Commitment to Inclusion and BelongingObserve.AI is an Equal Employment Opportunity employer that proudly pursues and hires a diverse workforce. Observe AI does not make hiring or employment decisions on the basis of race, color, religion or religious belief, ethnic or national origin, nationality, sex, gender, gender identity, sexual orientation, disability, age, military or veteran status, or any other basis protected by applicable local, state, or federal laws or prohibited by Company policy. Observe.AI also strives for a healthy and safe workplace and strictly prohibits harassment of any kind.
We welcome all people. We celebrate diversity of all kinds and are committed to creating an inclusive culture built on a foundation of respect for all individuals. We seek to hire, develop, and retain talented people from all backgrounds. Individuals from non-traditional backgrounds, historically marginalized or underrepresented groups are strongly encouraged to apply.
If you are ambitious, make an impact wherever you go, and you're ready to shape the future of Observe.AI, we encourage you to apply. For more information, visit www.observe.ai.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture ASR Computer Science Deep Learning Engineering Machine intelligence Machine Learning NLP Pipelines Python PyTorch Research Scikit-learn Shell scripting TensorFlow
Perks/benefits: Career development Conferences Insurance Medical leave Parental leave Team events
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