Information about the company

Pivotics is an international software development house with offices based Poland and US. Our main focus includes Firmware Development, Data Science, Machine Learning and a few startup products in Real Estate, Healthcare, etc.

Position Description

Pivotics is seeking an experienced Senior Data Scientist to join our team and tackle the critical challenge of analyzing firmware failure log files to identify and address bugs causing system failures. The successful candidate will play a pivotal role in improving the reliability and performance of our products by employing advanced data analysis techniques to extract meaningful insights from diverse and semistructured log data.

Required qualifications:

• B.Sc. in Computer Science or Applied Mathematics or related fields with a mathematical background and experience in solving applied problems using ANN technologies
• Knowledge of a variety of Natural Language Processing techniques and their real-world applications (sentiment analysis, transformers, etc., task-oriented dialog systems)
• Proficiency in modern Python language
• Solid software engineering skills for prototyping
• The candidate should have the ability to deliver a full-cycle data science product – from task statement and research to the model, ready for production implementation
• Excellent communication and interpersonal skills
• The candidate should have a minimum of 2 years of industry experience building ML/NLP systems
• Knowledge of one of the Deep Learning frameworks: PyTorch, Tensorflow, Keras
• Ability to extract solvable sub-tasks from the big common project goal, formulate a problem in ML terms, evaluate the result
• Ability to work with research papers and SOTA in the field, select appropriate algorithms that suit best for the task solving
• Strong problem solving, time-management, organizational and project-management skills
• Interest and ability to work in a close, interdependent team of data analysts and business owners
• Fluent English speaker (upper-intermediate and higher)
• Fluent Spanish speaker (upper-intermediate and higher)

Would be a plus:

• Master’s or Ph.D. in Natural Language Processing, Data Science, Linguistics, Computer Science, or another quantitative field
• C++ knowledge
• Ability to work with Big Data
• Production experience solving named entity recognition tasks, sentiment analysis, developing chat-bots

Responsibilities:

• The NLP project will be based on deep learning and related to the majority of tasks in the field, including topic modeling, information retrieval, classification, named entity recognition etc.
• Apply Natural Language Processing techniques and statistical analysis to extract and validate data
• Work closely with customer to convert business problems to data science tasks
• Deliver full-cycle data science product
• Provide NLP expertise to the company DA team

Social package description:

• B2B model/ fully remote work from any EU location
• Flexible working schedule
• Friendly and united international team of colleagues
• Corporate events and trips