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23 вересня 2021

Middle / Senior Python Engineer (data science) (вакансія неактивна)

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Project Overview:

Our customer is one of the key players in the world of maps and navigation platform. The service we are implementing is designed to learn users geo-data & predict possible destinations & routes based on location and time.

Project details:

The team is building the library, which learns user’s places and routes and provides destination prediction, traffic information and smart assistance functionality.

This is a service that will be mainly used to predict user destinations and routes for commute but also other use cases.
User trip data will be ingested, processed and saved into the user profile. The profile will later be used to predict user’s destinations in the future.

Responsibilities:

  • Work closely with product owners and principal engineers to implement, test and continually improve scalable applications, services and pipelines running on Kubernetes;
  • Willingness to own/lead some of the components of the system;
  • Take accountability for implementation and quality of software products as well as time and complexity estimation of own technical tasks;
  • Develop software products using Agile methods, tools, and continuous delivery process;
  • Participate in design reviews, code reviews, and product demos;
  • Collaborate with other engineering teams to resolve dependencies and deliver high-quality software on time;
  • Failure investigation;
  • Regular communication with the remote team.

Technology Stack:

  • Scala/Java using frameworks: Play, Quarkus;
  • Python3;
  • Data processing using Spark, Flink;
  • DevOps: Kubernetes, Helm, GitLab, Docker.

Requirements:

  • Strong knowledge and hands-on experience with Python3;
  • Experience working with Pandas, sci-kit learn, Jupiter notebooks.
  • Background in following:
    • statistics/statistical analysis;
    • patterns learning;
    • Bayesian statistics and predictors;
    • probability theory (good undestanding);
    • machine learning (no advanced ML needed);
  • Good communication skills in English, both written and spoken, ability to articulate and communicate clearly complex topics;
  • Self-motivated, well-organized, detail-oriented and a very strong team player;
  • Understanding of Agile methodologies and engineering practices.

Nice to have:

  • Experience with building big data tools and toolchains (Spark, Hadoop), data processing;
  • Bayesian inference knowladge.

Higher Education: Bachelor’s Degree/Master’s Degree in Computer Science or related fields.

We offer:

Besides such basics as a competitive salary, comfortable and motivating work environment, here at Intellias we offer:

For your professional growth — Innovative projects with advanced technologies; Individual approach to professional and career growth (Personal Development Plan); Regular educational events with leading industry experts; English and German courses.

For your comfort — Flexible working hours; Spacious office with lots of meeting rooms; Relocation program; Kids’ room with professional baby-sitter (offices in Lviv & Kyiv).

For your health — 3 health packages to choose from — medical insurance, sports attendance or mix of both; Annual vitaminization program; Annual vaccination and ophthalmologist check-up.

For your leisure — Corporate celebrations and fun activities; On-site massages; Beauty parlor (offices in Lviv & Kyiv).

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