Data Science
3 weeks ago
3.0 - 4.0 Lacs P.A.
0 - 1 Years
Data Engineer
B.Tech/B.E./MCA/M.Tech
Full time
Education
B.Tech/B.E. - Computer Science, IT, Software OR PG- MCA - Computers, M.Tech - Computer Science, IT, Software
Experience
0 to 1 years
Job Summary
Key Responsibilities
**1. Data Pipeline Development**:
- Design, develop, and maintain scalable data pipelines that facilitate the extraction, transformation, and loading (ETL) of large and diverse datasets.
- Optimize data flows and collection processes.
**2. Machine Learning & Deep Learning**:
- Develop and deploy machine learning models using Python.
- Implement models using LLMs, Transformers, and transformer-based architectures for various NLP tasks.
- Build and enhance algorithms for text generation and classification.
**3. Collaboration & Integration**:
- WOrk closely with stakeholders to understand requirements and deliver solutions.
**4. Performance Tuning & Debugging**:
- Perform system tuning, troubleshooting, and optimisation to enhance performance.
- Conduct root cause analysis of system performance and implement corrective actions.
Qualifications:
**Education**:
- Bachelor's or Master's degree in Computer Science, Data Science, Engineering, Statistics, or related field.
**Experience**:
- Hands-on experience in deep learning techniques, specifically with LLMs, Transformers, BERT.
- Hands-on experience with Python and relevant data science libraries (e.g., TensorFlow, PyTorch, Keras, Scikit-learn).
**Technical Skills**:
- Proficiency in Python and No-SQL databases.
- Strong understanding of data structures, data modeling, and software architecture.
- Experience with version control systems (e.g., Git).
- Familiarity with big data technologies (e.g., Spark, Hadoop) is a plus.
**Other Skills**:
- Excellent problem-solving and analytical skills.
- Strong written and verbal communication skills.
- Ability to work collaboratively in a fast-paced, team-oriented environment.
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