Research Engineer

6 days ago

Bengaluru, Karnataka, India Bosch Full time ₹ 15,00,000 - ₹ 20,00,000 per year
Company DescriptionJob DescriptionRoles & Responsibilities:
  • Research and Development: Design, develop, and implement novel NLP algorithms and models to achieve state-of-the-art performance on various NLP tasks.
  • Algorithm Engineering: Implement NLP algorithms and models from theory to practice, ensuring their scalability, efficiency, and performance.
  • Experimentation and Evaluation: Conduct thorough experiments and evaluations of NLP models to determine their effectiveness and identify areas for improvement.
  • Model Optimization and Deployment: Optimize and deploy NLP models for production-ready use cases, ensuring their reliability and maintainability.
  • Knowledge Sharing and Collaboration: Collaborate with the research team to share knowledge, best practices, and research results.
  • Staying Up-to-Date: Stay current with the latest developments in NLP research and industry trends.
Required skills:
  • Strong background in NLP, including language understanding, text processing, and machine learning.
  • Proficiency in one or more programming languages (e.g., Python, Java, C , R).
  • Familiarity with NLP frameworks and toolkits (e.g., PyTorch, TensorFlow, spaCy, NLTK).
  • GenAI Skills and Tools: RAG, Quantization, LLM-fine tuning, Parameter Efficient Fine-tuning (PEFT) using LoRA/QLoRA, LangChain, LangGraph/AutoGen/CrewAI.
  • MLOps: Atleast one of MLFlow, DVC, Wandb, Airflow.
  • Strong knowledge of machine learning and deep learning concepts, including supervised and unsupervised learning methods.
  • Research experience with publication(s) in top-tier NLP conferences.
  • Excellent problem-solving and analytical skills, with a strong ability to design and implement solutions.
  • Strong communication and collaboration skills, with the ability to effectively communicate technical research and ideas to both technical and non-technical stakeholders.
QualificationsAdditional Information

Bosch

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