Senior Data Scientist
Bangalore, Karnataka, IndiaJobNo compensation foundPosted 1w agoChecked 1w ago
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At a glance
Compensation
No compensation found
Location
Bangalore, Karnataka, India
Work Authorization
Not specified
Requirements
Credentials this posting asks for.
Master's degree
Job overview
Responsibilities:
- Fine-tuning pipelines using LoRA / QLoRA / PEFT on domain-specific corpora.
- Synthetic training data generation (JSONL) for healthcare NLP tasks.
- Model evaluation design: precision, recall, and task-specific rubrics for clinical and billing language.
- Quantisation and inferen
Skills & qualifications
RequiredNice to have
Skills
Natural Language ProcessingArtificial IntelligenceResearchLoRAQLoRAPEFTSynthetic Data GenerationQuantisationGGUFAWQBitsandbytesPrompt EngineeringBenchmarkingModel EvaluationFine-Tuning Pipelines
Qualifications
M. Tech / PhDHands-on Model Training Experience
Full job description
Responsibilities:
- Fine-tuning pipelines using LoRA / QLoRA / PEFT on domain-specific corpora.
- Synthetic training data generation (JSONL) for healthcare NLP tasks.
- Model evaluation design: precision, recall, and task-specific rubrics for clinical and billing language.
- Quantisation and inference optimisation (GGUF, AWQ, bitsandbytes) for GPU-constrained deployments.
- Prompt engineering as a systematic, reproducible discipline.
- Benchmarking SLMs against frontier models on narrow, well-defined tasks.
Requirements:
- Background that maps well: NLP research, LLM fine-tuning at a product company, applied AI in healthtech or regulated domains, M. Tech / PhD with hands-on model training experience.
You've read the whole posting — now see how you match it.