Lead Machine Learning Engineer
Data
Lead Machine Learning Engineer
Warszawa
Type of work
Undetermined
Experience
Senior
Employment Type
Permanent
Operating mode
Remote
Tech stack
Python
Pandas
TensorFlow
English
NumPy
SciPy
PyTorch
Job description
Working as part of the Data Science team at YouGov, you will collaborate with and coordinate data-minded people to convert vast troves of raw consumer data into meaningful insight by developing and deploying of machine learning models, automated ETL applications, RESTful microservices and browser-based user interfaces.
What will I be doing day to day?
- Build new data science products for internal and external clients
- Collaborate to design automated analytical solutions (e.g. fraud detection, prevention)
- Optimise applications to increase performance, reliability and test coverage
- Help to streamline the feature engineering and optimise the pipelines
- Curate and promote best collaborative processes within the data science domain
- Train and mentor team members to enable them to be their best
What do I need to bring with me?
- Proficiency in Python as well as Scikit-Learn, Pandas, NumPy, SciPy, Tensorflow, PyTorch.
- Have knowledge in building substantial ETL pipelines
- Parallel computing/programming experience
- Experience with Agile, TDD and DevOps development lifecycle
- Enjoy solving complex technical problems, and supporting others to do so
- Familiar with both old and new technologies and aware of the problems they purport to solve, and willing to keep up-to-date
- Can work within a cross-functional team with both, technical and non-technical colleague
Any additional info:
This role can either be based in our Warsaw tech hub, or be 100% remote.
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