Senior Data Science Engineer
Published on Aug 23, 2021N-iX
An Outstaff company with offices in Kyiv, Ukraine; Lviv, Ukraine.
For Candidates
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Experience:
3-5 years
Job Type:
Full-Time
Remote
Specializations:
Data Engineering
Deep Learning
Data Science & AI
What You Will Do Responsibilities
- Study and transform data science prototypes
- Design machine learning systems
- Research and implement appropriate ML algorithms and tools
- Develop machine learning applications according to requirements
- Select appropriate datasets and data representation methods
- Run machine learning tests and experiments
- Perform statistical analysis and fine-tuning using test results
- Train and retrain systems when necessary
- Extend existing ML libraries and frameworks
- Keep abreast of developments in the field
What You Should Bring
Must-have
- Proven experience as a Machine Learning Engineer or similar role
- Understanding of data structures, data modeling and software architecture
- Deep knowledge of math, probability, statistics and algorithms
- Ability to write robust code in Python, Java and R
- Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
- Experience with data enrichment, feature engineering, and feature selection
- Experience in predictive analytics e.g. generalised linear models, ensemble models, and NN applications to classification problems.
- Experience with Bayesian style models
- Experience with web scraping an advantage
- Excellent communication skills
- Ability to work in a team
- Outstanding analytical and problem-solving skills
- Experience in boosting algorithms and ability to work with huge amount of data
- BSc in Computer Science, Mathematics or similar field; Master’s degree is a plus
Nice-to-have
- Flexible working hours
- A competitive salary and good compensation package
- Best hardware
- A masseur and a corporate doctor
- Healthcare & sport benefits
- An inspiring, comfy, clean and safe office
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