05 Aug
|
BirajTech Services
|
Ahmedabad
05 Aug
BirajTech Services
Ahmedabad
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
- Solid 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
- Clear 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