Position: Data Scientist
Company: SandSIV
Experience required: 2y
Category: Data Science
English level: upper
Published: 2023-04-01T00:00:00+03:00

Required skills
Degree in Computer Science, ML, or a related technical field
At least two years of industry experience researching and developing ML and DL technologies for real-world products
Experience solving NLP problems, including working with Transformers and LLMs. Experience with zero-shot, few-shot, and fine-tuning techniques, understanding inference and training hyperparameters
Experience with text mining (data preprocessing, classification, clustering, topic modeling, vectorization techniques, POS, etc.)
Good written and spoken English
Experience in ETL Development or Data Engineering
Research mentality and math-oriented mindset

As a plus
Proficiency in Python
Experience working with tabular data
Experience with multilanguage texts, including low-resource languages
Skills in working with actual texts & features (imbalanced, noisy)
Hands-on experience with KNIME
Responsibilities
Research various machine learning and data analysis techniques that could improve our product, mainly in the area of NLP
Prototype coding and testing
Deliver the idea based on the results and explanation of its mathematical basis
Modify and develop ETL solutions
Working on additional customers projects and depending on the request provide:
data mining, finding patterns, selecting appropriate mathematical models, testing, coding to the status of the fully automated project, presenting to the client, and “teaching” how to use it.