Data Engineer

2 - 6 years

0 Lacs

Posted:22 hours ago| Platform: Shine logo

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On-site

Job Type

Full Time

Job Description

As a skilled Data Engineer with at least 2 years of experience and proficiency in Python, along with a strong background in Natural Language Processing (NLP) and Machine Learning (ML), you will play a crucial role in designing, developing, and maintaining data pipelines and systems to support NLP and ML initiatives at our company. Working closely with data scientists and software engineers, you will deploy cutting-edge solutions that leverage NLP and ML techniques effectively. **Responsibilities:** - Develop and maintain data pipelines to ingest, process, and analyze large volumes of text data. - Implement NLP algorithms and techniques for tasks such as text classification, named entity recognition, sentiment analysis, and topic modeling. - Collaborate with data scientists to integrate NLP and ML models into production systems. - Optimize data processing and model inference pipelines for performance and scalability. - Design and implement data storage solutions that support efficient access and retrieval of structured and unstructured data. - Work with cross-functional teams to understand requirements and translate them into technical solutions. - Stay updated on the latest developments in NLP and ML research and technology. **Requirements:** - Bachelor's degree or higher in Computer Science, Engineering, or related field. - Strong proficiency in Python programming and experience with relevant libraries (e.g., NLTK, spacey, sickie-learn, Tensor Flow, PyTorch). - Solid understanding of NLP concepts and techniques, including tokenization, word embeddings, and text preprocessing. - Experience with building and optimizing data pipelines using tools such as Apache Spark, Kafka, or Airflow. - Familiarity with cloud platforms such as AWS, Azure, or GCP, and their data services (e.g., S3, Big Query, Dataflow). - Knowledge of database systems (e.g., SQL, NoSQL) and experience with data modeling and schema design. - Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment. - Excellent communication skills and the ability to explain complex technical concepts to non-technical stakeholders. - Experience with version control systems (e.g., Git) and agile development methodologies is a plus.,

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