Senior Data Scientist
Dataiku- Full Time
- Senior (5 to 8 years)
Candidates should possess 3+ years of professional experience in Data Science, demonstrating expertise in Python libraries such as NumPy, Pandas, Spacy, Scikit-learn, PyTorch/TensorFlow 2, and Hugging Face. They should have experience with state-of-the-art models for NLP, including sentence transformers, word embeddings, and similarity measures, along with strong skills in probabilistic machine learning for classification, regression, and clustering. Furthermore, candidates are expected to have experience in feature engineering, data preprocessing, and building machine learning models for large datasets, and familiarity with Information Retrieval, Web scraping, and Data Extraction at scale. Strong SQL skills and experience with Linux OS and Git are also required.
The Senior Data Scientist will be responsible for designing, developing, and deploying ML-powered products and pipelines, playing a central role in all stages of the data science project lifecycle, including identifying project opportunities, partnering with stakeholders, evaluating results, and presenting findings to business leaders. They will also perform exploratory data analysis, build proof-of-concept models, benchmark models, and set up model validation experiments, train large models for both experimentation and production, develop production-ready pipelines for enterprise-scale projects, conduct code reviews and optimization, spearhead deployment and model scaling strategies, and manage stakeholder expectations. Additionally, the role involves leading and mentoring team members, contributing to software craftsmanship, and adhering to Agile principles.
Provides financial information and analytics services
S&P Global provides financial information and analytics to a wide range of clients, including investors, corporations, and governments. The company offers services such as credit ratings, market intelligence, and indices, which help clients understand and navigate the global financial market. S&P Global's products work by utilizing advanced data analytics and research to deliver insights that assist clients in making informed decisions and managing risks. Unlike many competitors, S&P Global has a diverse range of divisions, including S&P Global Ratings and S&P Dow Jones Indices, which allows it to cater to various financial needs. The company's goal is to support clients in driving growth while also committing to corporate responsibility and positive societal impact.