Senior Data Scientist
Data
Senior Data Scientist
Data
Prosta, Warszawa
ManpowerGroup
Undetermined
B2B
Senior
Office
4 994 - 6 659 USD
Net per month - B2BTech stack
Python
Git
Machine Learning
SQL
GCP
NLP
Job description
Responsibilities
- ML/AI: You will be fully owning the design, development of various machine learning usecases using machine learning techniques.
- Exploration/Experimentation: We thrive on innovation. You will be working with cutting edge of tools and technologies in our Data / Machine Learning platform. You will constantly be trying to find an optimized/better solution of solving the AI usecases. You will experiment with latest and brightest ideas and approaches.
- Massive data: You will wrangle / examine, experiment with massive structured and unstructured data to solve machine learning problems.
- Production deployment: You will be working closely with our machine learning engineering team for integration and deployment of the machine learning solutions into production where your ideas will come to life.
- Optimization: You will work on unique and different ideas to optimize a solution and achieve state-of-the-art results.
- Collaboration: Coordinate and work with cross functional teams, sometimes located at different geo locations.
Required
- CS fundamentals: You have earned at least a B.S. (MS / PhD desired) in Computer Science/ Statistics/ Applied Math/ Operational Research or related degree and you have a strong ethos of continuous learning.
- Experience: You have 3+ years of professional software development experience with languages and systems such as Python and version control (GIT), with good analytical & debugging skills. You have 3+ years in building machine learning or deep learning solutions.
- Machine Learning: You have worked on python libraries like pandas, numpy, Scikit learn, Tensorflow, Keras, in developing different ML/AI solutions. Knowledge about solving problems using classification, regression, time series, NLP, anomaly detection, clustering and other common problems. Experience with model interpretability (lime, shapley and similar) is a plus.
- Data manipulation: Deep interest in understanding the datasets related to the projects, spot and communicate data quality issues, knowledge of different feature engineering techniques to feed models with the best possible data.
- Languages & Tools: Experience in developing solutions in Python is a requirement. Experience in SQL is a must.
- Environments: You have working knowledge of cloud environments like GCP (preferred), AWS or other cloud data platforms.
- Project management: You demonstrate excellent project and time management skills, exposure to scrum or other agile practices in JIRA.
- Fluent in English
Offer:
- Attractive salary based on B2B
- Work on international projects and a possibility to gain professional experience within multicultural environment
- Private healthcare (Medicover), Multisport Card and private insurances
- Internal trainings, coaching and mentoring
Published: 03.07.2021
Office location
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