Data Scientist/Machine Learning Engineer

Jobs

Data Engineering

Data Scientist/Machine Learning Engineer

Published on Aug 23, 2021

Surprise

A Product company with offices in Kyiv, Ukraine; Lviv, Ukraine.

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Experience

1-3 years

Job Type

Full-Time

Remote

Specializations

Data Engineering

Deep Learning

Data Science & AI

What You Will Do Responsibilities

Researching, designing, and implementing machine learning algorithms;

Communicating results, technical constraints, and decisions to the business and non-specialists;

Delivering rapid prototypes and proof of concepts that demonstrate real value;

Creating and delivering progress reports, slide decks, proposals, and documentation.

What You Should Bring

Must-have

Upper-Intermediate English (B2) or higher;

A BS or higher in computer science or a related field;

4+ years of experience in software development;

2+ years of experience in Data Science;

Extensive knowledge of and practical experience in Machine Learning, Recommender Systems, and Algorithms;

Understanding of Machine Learning techniques like Linear Regression, Decision Trees, Collaborative Filtering, Anomaly Detection, etc.;

Practical experience with high-level programming language like Python and DS frameworks;

Proficiency in database query languages such as SQL;

Understanding of the ETL process;

Knowledge of Linear Algebra, Probability and Statistics, and Numerical methods;

Understanding of software development process, Agile approach, and CI/CD.

Nice-to-have

Experience building large-scale recommender engines (collaborative filtering, KNN, associative rule learning, custom similarity metrics, etc.);

Understanding of predictive analytics (time-series analysis and forecasting, survival and duration analysis, etc.);

Ability to apply graph analysis techniques for structural pattern recognition;

Applied statistics skills, such as distributions, hypothesis testing, regression analysis, etc.;

Experience building microservices and containerized applications (Docker, k8s);

Familiarity with Big Data frameworks — Hadoop, Spark Experience with Natural Language Processing NoSQL databases, such as MongoDB, Cassandra, HBase;

Experience with mining of structured, semi-structured, and unstructured data;

Experience with data visualization tools, such as Ggplot2, Plotly, Matplotlib.

What You Will Get Benefits

Work on interesting and challenging projects, while building a pioneering software category;

Great atmosphere, with the vibe and energy of a high-growth tech company;

Competitive salaries;

Option of equity;

Close collaboration between UA and US team members;

Ultramodern office in the heart of Lviv (Magnus) and Kyiv (Gulliver);

Flexible working hours;

Complimentary dinners (like Pizza Friday!);

English classes and an immersive English-speaking work environment (we have a lot of native speakers at the office).

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