Urgent! ▷ Apply in 3 Minutes! Machine Learning Engineer Job Opening In India, India – Now Hiring Recro
Who You Are
You're an ML Research Engineer with 2+ years of experience who bridges the gap between
cutting-edge research and production systems.
You're passionate about training models that
perform exceptionally well not just on benchmarks but in real-world applications.
You enjoy
diving deep into model architectures, experimenting with training techniques, and building
robust evaluation frameworks that ensure model reliability in critical applications.
Responsibilities
● Train and fine-tune models for speech recognition (ASR) or NLP tasks including intent
classification, Named Entity Recognition (NER), and entity linking to knowledge bases in
multilingual healthcare contexts
● Build data pipelines for dataset collection, annotation, augmentation, and synthetic data
generation to address multilingual and low-resource challenges
● Design and implement comprehensive evaluation frameworks to measure model
performance across precision, recall, F1, and domain-specific benchmarks
● Research and implement state-of-the-art techniques from academic papers to improve
model performance on ASR, NER, intent classification, or entity linking tasks
● Optimize models through fine-tuning techniques (LoRA, QLoRA, full fine-tuning) and
architecture experiments for production deployment
● Collaborate with AI engineers to deploy optimized models into production systems and
ensure reliability in critical healthcare applications
Qualifications
Required
● 2+ years of experience in ML/DL with focus on training and fine-tuning production
models
● Deep expertise in speech recognition systems (ASR) or natural language processing
(NLP), including transformer architectures
● Strong understanding of NER, intent classification, or entity linking systems with
hands-on experience building these components
● Proven experience with model training frameworks (PyTorch, TensorFlow) and
distributed training
● Strong understanding of evaluation metrics and ability to design domain-specific
benchmarks
● Experience with modern speech models (Whisper, Wav2Vec2, Conformer) or NLP
models for NER/intent classification (BERT, RoBERTa, BiLSTM-CRF)
● Experience with LLM fine-tuning techniques (LoRA, QLoRA, full fine-tuning) or
knowledge base integration methods
● Proficiency in handling multilingual datasets and cross-lingual transfer learning
● Track record of improving model performance through data engineering and
augmentation strategies
Nice to Have
● Published research or significant contributions to open-source ML projects
● Experience with entity linking to knowledge bases (Wikipedia, DBpedia, domain-specific
ontologies)
● Experience with model optimization techniques (quantization, distillation, pruning)
● Background in low-resource language modeling or few-shot learning approaches
● Experience building evaluation frameworks for production ML systems
● Understanding of information extraction pipelines and knowledge graph construction
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Great news! Recro is currently hiring and seeking a ▷ Apply in 3 Minutes! Machine Learning Engineer to join their team. Feel free to download the job details.
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