Oferta pracy

Data Scientist

DSV ISS

DSV ISS

Taśmowa 10

Mokotów

Warszawa

Technologies we use

Expected

  • Python

  • TensorFlow

  • MySQL

Your responsibilities

  • Meeting with stakeholders, discussing their needs and translating them into Data Science problems

  • Conduct data-driven analyses to provide input to decisions (e.g. which DSV country to start with for a specific use case)

  • Identifying proper solutions / models / pre-trained models for particular business cases

  • Pre-processing the data (cleaning, transforming) for ML models

  • Train ML models on prepared training data using GPU on cloud and on premises

  • Test and evaluate ML models and present conclusions on further improvements

  • Using and tweaking existing frameworks for running automated testing and evaluation of ML models

  • Maturing models to be available as services for other components

  • Present your results on an ongoing basis to team mates and business stakeholders

Our requirements

  • Code languages: Python (using both OOP as well as popular libraries such as Pandas, Scikit)

  • Solid understanding of Machine Learning in practice: be able to speak about several projects you participated in

  • Very good knowledge of Deep Learning with focus on NLP: Transformers, Bert family and where it all came from

  • ML Frameworks: TensorFlow / PyTorch and other open-source frameworks

  • ML model serving: TensorFlow serving, Torch serving

  • Cloud: Azure

  • Modern software development: good understanding of DevOps, CI/CD, MLOps

  • Basic knowledge of database technologies such as: relational database (we use MySQL), NoSQL database (we use MongoDB)

  • Version control: Git (we use Atlassian BitBucket as a GUI on top of Git)

Optional

  • Code languages: Java, Scala

  • Authentication: Open ID Connect 2.0 (we use Red Hat KeyCloak as identity broker)

  • Containerization: Docker

  • Container orchestration: Kubernetes

  • CI/CD Pipelines: Jenkins (our templates are written in Groovy)

  • Load balancing: NGINX

  • Installation scripts: Ansible

  • Event streaming: Confluent Kafka, K streams

  • Requirements: Jira

  • Documentation: Confluence

  • Frontend technologies: React JS, Material UI, JavaScript/TypeScript, Redux

  • Test framework: Jest

What we offer

  • Employment contract

  • Buddy

  • Comprehensive onboarding program

  • Internal training catalogue and e-learning platform

  • Culture of feedback

  • Internal transition program

  • Scandinavian work culture

  • Work-life Harmony

  • Benefits

  • sharing the costs of sports activities

  • private medical care

  • sharing the costs of foreign language classes

  • life insurance

  • corporate gym

  • christmas gifts

  • charity initiatives

  • modern & ergonomic eco-office

  • bike parking

  • electric vehicle charging stations

  • canteen

Recruitment stages
1

CV Analysis

2

Telephone contact

3

1st Recruitment meeting

4

Tests (optional)

5

2nd Recruitment meeting (optional)

6

Feedback

DSV ISS

DSV Group is one of the world’s leading transport, freight forwarding and logistics companies. Our headquarters are located in Denmark and our offices – in more than 90 other countries.

DSV consists of following divisions: DSV ISS | DSV Road | DSV Air&Sea | DSV Solutions | DSV Services.

DSV International Shared Services (DSV ISS) in Warsaw is in a phase of dynamic development. We employ more than 1200 fantastic people and this number is constantly increasing.

We provide global IT services within areas like: Service Desk, Network, EDI, SAP, WMS, Software Development, Corporate Integration, Citrix.

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Take a 360-degree Virtual Tour of the DSV ISS Office

  • https://social.dsv.com/2QS

Take a 360-degree Virtual Tour of the DSV ISS Office

https://social.dsv.com/2QS