Senior NLP / AI Data Scientist
[online recruitment]
[online recruitment]
Location: Krakow
Reference number: VR-49714
Project Description:
Our client is one of the worldwide top investment banks. As part of the strategic initiative of the client we are looking for an experienced Data Scientist, passionate about Machine Learning / Deep Learning and Natural Language Processing, who would apply knowledge and skills to bring business value for the client
Responsibilities
- Utilizing Natural Language Processing tools and libraries in order to extract valuable business data from documents
- Applying Machine Learning \ Deep Learning techniques to analyze the extracted data
- Adjustment of the models and algorithms to improve the accuracy of the end result
- Sharing technical expertise with the team bringing new practices and techniques
- Integration of the developed application with producers and consumers of data
Skills
- Graduate degree (MS or PhD) in Computer Sciences, Mathematics or a related discipline
- 2+ years of of post-qualification experience in software development
- Hands-on experience and proven success in building Deep Learning-based solutions (Dense & Convolutional NNs, RNNs/LSTMs, Transformer-based models, etc.)
- Advanced understanding of Statistics & traditional ML & optimization methods
- Strong background in both supervised and unsupervised learning techniques
- Solid Python coding experience in the context of Machine Learning (primarily Python >3.6, familiarity with popular ML/Data Science libraries, e.g. numPy, Pandas, scikit-learn
- Proficiency in training large scale models in, at least, one of the following frameworks: TensorFlow, Keras, PyTorch
- Excellent knowledge of natural language processing (NLP) techniques in the following areas: Machine Translation, Question Answering, Information/Relation Extraction, NER, Sentiment Analysis, Feature modeling, etc.
- Knowledge of the latest SOTA research papers (NLP domain covering the following is a plus: Transformer, BERT, Google Reformer, etc.)
- Good understanding of algorithms and complexities that could translate into an efficient code
- Demonstrated ability to execute across the entire data pipeline
- Excellent knowledge of professional software engineering practices and best practices for the full software development life cycle
- Fluency in using Git and GitHub, Confluence, JIRA, understanding of agile methodologies
- Ability to plan, design and deliver solutions in a large scale enterprise environment
- Ability to prioritize against competing demands and deadlines
- Ability to work collaboratively with on-site and remote teams
- Good written and spoken English communication skills
Our offer
Career and Professional Development
- International projects for clients all over the world
- Competitive salary
- Individual development plan
- Managerial Targeted Training programs
- BRIDGE Mentoring Program
- Luxoft Training Center
- Language Classes
- Self-learning online library
- Global Relocation Program
- Internal Mobility (a chance to gain experience in varied projects and technologies)
- Professional communities for knowledge-sharing (Agile, Tech, Business)
- Group Life Insurance
- Travel Insurance
- Private Healthcare (dental care, unlimited consultations of specialist physicians)
- Medical costs reimbursement for employees
- Benefit Program (Cafeteria and Multisport Card)
- LuxGood Program (a wide range of health and well-being initiatives)
- After-hours groups (sport, trips, board games, cultural activities)
- Company and Team events
- BeLux - discount offers program (banking, car leasing, other)
- Convenient locations in modern offices
Career and Professional Development
- International projects for clients all over the world
- Competitive salary
- Individual development plan
- Managerial Targeted Training programs
- BRIDGE Mentoring Program
- Luxoft Training Center
- Language Classes
- Self-learning online library
- Global Relocation Program
- Internal Mobility (a chance to gain experience in varied projects and technologies)
- Professional communities for knowledge-sharing (Agile, Tech, Business)
Well-being
- Group Life Insurance
- Travel Insurance
- Private Healthcare (dental care, unlimited consultations of specialist physicians)
- Medical costs reimbursement for employees
- Benefit Program (Cafeteria and Multisport Card)
Work-Life Balance
- LuxGood Program (a wide range of health and well-being initiatives)
- After-hours groups (sport, trips, board games, cultural activities)
- Company and Team events
- BeLux - discount offers program (banking, car leasing, other)
- Convenient locations in modern offices
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