- Location
- Chennai, TN,IN, IN
- Workplace
- Remote
- Type
- Full-time
- Department
- Engineering
- Seniority
- Lead
- Experience
- 4+ years
- Education
- PhD
- Source
- Eightfold
Description
Machine Learning & NLP Develop, fine‑tune, and deploy ML and NLP models using TensorFlow, PyTorch, and Scikit‑learn. Apply advanced NLP methods including Transformers, BERT‑based models, and LLM fine‑tuning. Build Retrieval‑Augmented Generation (RAG) pipelines using LangChain, LlamaIndex, FAISS, Milvus, etc. Work with model registries and cloud ML environments (HuggingFace, AWS Sagemaker, Azure ML). Design and implement scalable ETL and data ingestion pipelines using SQL, NoSQL, and big‑data frameworks (Spark, Hadoop, PySpark). Build efficient data models, schema designs, and storage strategies (PostgreSQL, MongoDB, Cassandra, etc.). Ensure data quality, validation, and governance across distributed systems. Develop scalable backend components and services using Python (FastAPI, Flask, Django). Automate workflows, model pipelines, and data processing using Pandas, NumPy, SQLAlchemy. Work independently to design, build, and deliver complete ML/Data solutions. Bachelor's/Master's degree in Computer Science, Engineering, or relevant field. 4-15 years of experience across ML, NLP, and Data Engineering. Expert‑level Python programming with hands‑on experience in backend/API development. Strong knowledge of ML/NLP algorithms, LLMs, and RAG frameworks. Proficiency in SQL and familiarity with SQL/NoSQL databases. Experience with big data tools such as Spark or Hadoop. Experience with cloud platforms (AWS, Azure). Strong communication, analytical, and problem‑solving skills. Ability to work independently and take end‑to‑end ownership of solutions. Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience. OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience. 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.
