Senior Data Scientist

Wroclaw, Poland

Position Description

Teqniksoft is looking for a Middle/Senior Data Scientist to join our team. He or she will become a part of the project for one of the leading data storage companies and will contribute to our future growth.

Project Description

A client is a US-based company specializing in hardware manufacturing. The position involves communication with developers and data engineers on the clients’ side. Most of the tasks are focused on optimization of industrial processes to save time for manufacturing and improve its quality. Typical tasks are anomaly detection, classification with careful feature selection, search for optimal testing parameters, regression and interpolation. A range of tasks is wide, as well as ability to choose appropriate ways of solving them.

This particular opening involves usage of deep learning algorithms, in particular, computer vision (object recognition, classification, feature extraction) - support of already existing models and developing new ones.

Required qualifications:
  • Education: Bachelor’s in CS, Data Science, Statistics, Mathematics, Information Technology, or related field or foreign equivalent preferred
  • Mathematical background
  • Knowledge of machine and deep learning algorithms such as RF, Autoencoder, computer vision algorithms (CNNs, in particular mask-RCNN), understanding principles of data preparation and cleaning. Experience in data analysis and application of ML models
  • Proficiency in Python (sklearn, xgboost, pandas, Keras, Tensorflow/pyTorch)
  • Knowledge of database types, familiarity with data manipulation
  • Familiarity with SQL
  • SW development, integration & deployment tools: Git, Docker
  • Ability to perform research and work independently
  • Excellent communication and interpersonal skills
  • Strong problem solving and organizational skills
  • Interest and ability to work in international team of specialists from different spheres
  • Fluent English speaker (upper-intermediate and higher)
Would be a plus:
  • Master’s degree in CS, Data Science, Statistics, Mathematics, Information Technology, or related field or foreign equivalent preferred
  • Experience in R
  • OS Skills: Linux, Mac
Responsibilities:
  • Performing full cycle of data preparation including sampling the data, cleaning and exploratory data analysis with visualization
  • Choosing the strategy of solving the task using ML models, building the models, applying model selection and tuning techniques
  • Preparation of research finding materials, reporting directly to the client
  • Support of deployed models from testing at different data samples to updating and creating automatic pipelines to re-train the models
  • Expanding solutions to multiple products taking into account their specific features
  • Effective communication with geographically distributed teams
Benefits & perks:
  • Office located in Wroclaw, CitySpace West4
  • Medical insurance
  • 5 paid off sick days to the main vacation
  • Purchase of professional literature
  • Sports compensation
  • Compensation of external training and certification
  • Flexible working schedule
  • Corporate events and trips

If you are feeling, you are a great fit, please submit your CV.

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