Overview We are looking for a skilled AI/ML Engineer to develop, optimize, and maintain intelligent speech-to-text and medical NLP systems. The ideal candidate will work on automating transcription workflows, improving accuracy, reducing turnaround time, and enhancing the quality of medical documents.

Key Responsibilities Develop and fine-tune speech recognition models for doctor dictations (UK, US, India accents).

Build NLP pipelines for medical terminology, abbreviations, and context understanding.

Implement error detection, auto-correction, and QA automation in transcription outputs.

Integrate with voice services such as AWS Transcribe Medical, Azure Cognitive Speech, or Google Speech-to-Text.

Create APIs for seamless integration with existing transcription tools, EMR/EHR systems, and workflow software.

Work closely with QA and transcription teams to continuously improve model accuracy using real transcription datasets.

Ensure data security and HIPAA/GDPR compliance in model training and storage.

Required Technical Skills

Strong knowledge of Python

Deep understanding of NLP & Machine Learning





Experience in speech recognition frameworks such as: Whisper / Vosk / DeepSpeech / Kaldi

Familiarity with transformer models: BERT, BioBERT, ClinicalBERT, GPT-based medical NLP

Experience with Git for code management

Experience with cloud services (any one of the following): AWS, Azure, or GCP Preferred Skills (Added Advantage) Medical terminology understanding (ICD-10, drugs, symptoms, CPT codes)

Experience with FastAPI or Django for backend services

Knowledge of data labeling, speech dataset creation, and model evaluation

Exposure to LLM fine-tuning or prompt engineering Soft Skills Explicit communication and analytical thinking

Problem-solving with minimal supervision

Willingness to experiment and build proof-of-concept models

Ability to work closely with cross-functional teams (QA, medical reviewers, transcription operators) Experience Required 1–3 years in AI/ML, NLP, or Speech Recognition

(Freshers with strong projects are welcome if they show capability in NLP/speech tasks)

📌 AI/ML Engineer (Ahmedabad)
🏢 BirajTech Services
📍 Ahmedabad