AI/ML Engineer

3 weeks ago

Mumbai, Maharashtra, India ReachIvy Full time

Reach Education Pvt. Ltd. is an educational services firm based in Mumbai, India. We are a premium higher education advisory firm founded by HBS (MBA'2010) and CMU (Tepper'2003) alum Vibha Kagzi and focus on the higher education space in India. ReachIvy ( is focused on counselling students targeting top-tier schools internationally.   

We are seeking a highly skilled AI/ML Engineer to join our team and drive the development of an AI-powered, voice-first product . The ideal candidate will combine strong machine learning expertise with hands-on experience in building and integrating voice, speech, and natural language technologies using both open-source and commercial AI tools. 

This role requires someone who thrives in fast-paced, product-driven environments, can work collaboratively across teams, and has the creativity to harness the latest AI advancements to deliver cutting-edge user experiences. 

Key Responsibilities:

  • Voice AI Development: Build, train, and fine-tune models for speech-to-text (ASR), text-to-speech (TTS), speaker recognition, and conversational AI. 
  • System Architecture: Design and implement end-to-end AI pipelines covering model training, testing, deployment, and monitoring. 
  • Tooling & Integration: Leverage both open-source (Whisper, Hugging Face, VLLM, etc.) and commercial APIs (OpenAI, ElevenLabs, etc.) to accelerate development. 
  • Collaboration: Work closely with product managers, designers, and engineers to bring AI-driven voice experiences into production at scale. 
  • Experimentation & Innovation: Continuously research and evaluate state-of-the-art models, frameworks, and tools to maintain a competitive edge. 
  • Deployment: Own deployment workflows in cloud and containerized environments ensuring scalability, reliability, and cost efficiency. 
  • MLOps: Build workflows for continuous training, monitoring, and improvement of deployed AI systems.

Requirements:

Must-Have  

  • Bachelor's/Master's in Computer Science, Data Science, AI/ML, or related field. 
  • 3–6 years of experience in AI/ML engineering with a focus on speech or NLP applications . 
  • Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Hugging Face). 
  • Strong understanding of deep learning architectures (transformers, RNNs, CNNs) and optimization techniques. 
  • Experience in deploying models in cloud and containerized environments (Docker, AWS/GCP/Azure). 
  • Solid grasp of algorithms, data structures, and system design . 

Nice-to-Have  

  • Hands-on experience with speech-to-text (ASR) , text-to-speech (TTS) , or voice biometrics . 
  • Familiarity with LLMs and conversational AI frameworks. 
  • Frontend and backend development exposure (React, Next.js, Node.js, FastAPI, etc.) to collaborate closely with product teams. 
  • Experience with databases (SQL, NoSQL, vector databases, PostgreSQL). 
  • Startup or fast-paced product-building experience. 

Why Join Us?  

  • Build a cutting-edge, voice-first AI product from the ground up. 
  • Freedom to experiment with the best AI tools available—free or paid . 
  • Collaborate with a passionate, cross-functional team building next-gen AI solutions. 
  • Opportunity to shape the AI/ML roadmap and drive innovation at scale. 

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