Senior / Lead ML Engineer

Bangalore, India
Observe.AI
ago
fulltime TTS ASR NLP

About Us:

Observe.AI is the leading conversation intelligence platform for boosting contact center performance. Built on the industry’s most accurate AI engine that analyzes 100% of interactions across channels, Observe.AI maximizes agent performance, pinpoints new revenue and coaching opportunities, and up-levels quality assurance and compliance. 

Observe.AI’s powerful workflow automation allows contact centers to apply meaningful insights and take action at speed and scale. The result is stronger business outcomes, such as better customer experience, higher revenue, and better retention.

Observe.AI is trusted by hundreds of customers and partners across industries – including Pearson, 23andMe, Accolade, Group 1 Automotive, and Public Storage – and is backed by Softbank Vision Fund 2, Zoom, Menlo Ventures, Scale Ventures, and Nexus Ventures. Observe.AI is headquartered in Redwood City, CA with offices in Bangalore, India. For more information, please 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 Senior / Lead ML Engineer :

  • Work with large data sets and build an ML pipeline to process and train the data
  • Run ML experiments scientifically and analyzes the results
  • Optimize ML solutions for performance and scaleWork with the team in building exciting stuff and guide juniors in the process
  • Deploy solutions into production and maintain several models for fast experiments 
  • Simply, own a module end-to-end and show us your data skills
  • Keep up-to-date with the latest ML and deep learning literature to implement the latest techniques into Observe.AI Voice & NLP platform

Who you are :

  • Graduate/Post Graduate degree in Computer Science/Electrical Engineering from leading research institutes.
  • Strong working experience in building Speech technologies like ASR, TTS, Diarization, and Speech signals
  • Hands-on experience in building end-to-end models using the latest architectures.
  • 4+ years of commercial experience in ML solutions and pipelines
  • 4+ years of programming experience in Python, Shell scripting, and C/Java
  • Hands-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 community
  • Publish papers in International Speech and NLP conferences like Interspeech / Icassp / NIPS/ ASRU etc.
  • Inter team coordination for research initiatives

What we offer :

  • Excellent medical insurance options and free online doctor consultations.
  • Yearly privilege and sick leaves as per Karnataka S&E Act.
  • Generous holidays (National and festive) recognition and parental leave policies. 
  • Learning & Development fund to support your continuous learning journey and professional development.
  • Fun events to build culture across the organization.
  • Flexible benefit plans for tax exemptions. (For Eg: Meal card, PF, etc)