Senior Data Scientist
Udemy
- Chennai, Tamil Nadu
- Permanent
- Full-time
- You will develop innovative approaches to build data products, implement fast prototypes and production-grade data pipelines to power ML-based data products.
- You will build offline evaluation strategies and curate datasets to benchmark multi-lingual search use-cases.
- You will maintain and monitor complex data pipelines.
- You will form product hypotheses, implement metrics and design A/B experiments to quantitatively measure product success.
- You will stay at the cutting edge of advancements in data science, NLP, LLMs, machine learning, and prompt engineering.
- You will communicate project status to non-technical stakeholders.
- You will guide and inspire junior data scientists and engineers, shaping the future of our department and fostering a culture of continuous innovation and learning.
- 5+ years of full-time experience with machine learning, data science or equivalent.
- Strong knowledge of statistics, machine learning, and natural language processing and hands-on experience in a variety of fundamental methods like regression, classification, clustering using libraries like scikit-learn, LightGBM etc.
- A solid understanding of analytics, statistics, and probability. This includes familiarity with statistical tests, distributions, and data analysis techniques and effectively interpreting and communicating statistical information.
- Proficiency with SQL and 1+ programming languages (e.g. Python).
- Experience with information retrieval tools such as Elasticsearch or Solr.
- Experience with deep learning frameworks (e.g. PyTorch, HuggingFace).
- Experience building products using LLMs. Knowledge of prompting techniques, prompt-tuning, Retrieval Augmented Generation (RAG).
- Experience with vector search libraries or databases.
- Experience with big data storage and processing frameworks such as Hadoop, Hive, and Spark.
- Experience with cloud computing platforms like AWS, Azure, or Google Cloud Platform is advantageous.
- Experience with visualization tools such as Tableau, Power BI.