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Senior Machine Learning Engineer

2 months ago

Bengaluru, India Convin Full time

Position : Senior Machine Learning Engineer


Here’s what you should know about Convin, before you apply :

Founded by IIT Delhi Alumni, Convin is a conversation intelligence platform that helps organisations improve sales/collections and elevate customer experience while automating the quality & coaching for reps, and backing it up with super deep business insights for leaders.


At Convin, we are leveraging AI/ML to achieve these larger business goals while focusing on bringing efficiency and reducing cost.


Who are our clients :

We are already helping the leaders across Health-tech, Ed-tech, Fintech, E-commerce, and consumer services like Treebo, SOTC, Thomas Cook, Aakash, MediBuddy, PlanetSpark. But as the list is growing at tremendous pace, we are looking for folks who are excited about taking this to the market with us.


Still looking for more information, then check our website www.convin.ai.


Here’s why you should apply:

If you love AI, understand SaaS, love selling and looking to join a ship bound to fly- then Convin is the place for you.


We are a young(pre series A) company, and are hungry to go big. If you are looking to build a team, product with energy, and not too many rules- we are the exact place you are looking for.


We are seeking a talented and motivated Core Machine Learning Engineer with a passion for the audio domain. As a member of our dynamic team, you will play a crucial role in developing state-of-the-art solutions in speech-to-text, speaker separation, diarization, and related areas. If you're a recent graduate or have up to 1 year of experience in Machine Learning, Artificial Intelligence, Natural Language Processing, or signal processing, and you're excited to contribute to innovative projects, we encourage you to apply.


Responsibilities:


  • Collaborate with cross-functional teams to design, develop, and implement machine learning models and algorithms in the audio domain.
  • Contribute to the research, prototyping, and deployment of speech-to-text, speaker separation, and diarization solutions.
  • Explore and experiment with various techniques to improve the accuracy and efficiency of audio processing models.
  • Work closely with senior engineers to optimize and integrate machine learning components into our products.
  • Participate in code reviews, provide constructive feedback, and adhere to coding standards and best practices.
  • Communicate effectively with team members, sharing insights and progress updates.
  • Stay updated with the latest developments in machine learning, AI, NLP, and signal processing, and apply relevant advancements to our projects.
  • Collaborate on the development of end-to-end systems that involve speech and language technologies.
  • Assist in building and training large-scale language models like chatGPT, LLAMA, Falcon, etc., leveraging their capabilities as required.


Requirements:


  • Bachelor's or Master's degree in Computer Science or a related field from a reputed institution, preferably from one of the following: IIT, NIT, BITS Pilani, IIIT, IISC Bangalore.
  • 5+ years of hands-on experience in Machine Learning, Artificial Intelligence, Natural Language Processing, or signal processing.
  • Strong programming skills in languages such as Python, and familiarity with relevant libraries and frameworks (e.g., TensorFlow, PyTorch).
  • Knowledge of speech-to-text, text-to-speech, speaker separation, and diarization techniques is a plus.
  • Solid understanding of machine learning fundamentals and algorithms.
  • Excellent problem-solving skills and the ability to learn quickly.
  • Strong communication skills to collaborate effectively within a team environment.
  • Enthusiasm for staying updated with the latest trends and technologies in the field.
  • Familiarity with large language models like chatGPT, LLAMA, Falcon, etc., is advantageous.


Why Convin:


  • A one of a kind, rapidly-growing, innovative, VC-backed company
  • A vision and growth trajectory that is challenging and exciting
  • You will work with a passionate and enthusiastic team



What makes this role a perfect opportunity?


  • Expand your knowledge: You get to buy a course or book worth Rs. 1000 every month (we reimburse it). And, the best part? It doesn’t have to be related to your job It can a novel, a gratitude journal, or anything that helps you learn something new.
  • Learn Fast: Amazing amount of learning that will help you shape your career and pave the path for entry into one of the most lucrative industries in India right now.
  • INR 24000 allowance every year for you to travel anywhere.
  • The fast-growing startup, no limits on what you can learn and gain in terms of experience.