Data Scientist/Machine Learning Engineer
Location: Remote PolandAbout the Project
In this project, Luxoft helps the customer (German OEM) develop, train, and deploy Machine Learning models for internal customer needs.
The models include:
- Automatic Warranty Claim Approval
- Financial Forecasting
- Automatic anomaly detection in engine signals (IoT on mining trucks)
All models use data in the tabular form as an input (i.e. no computer vision).
The customer develops engines for mining trucks, yachts, cruise ships, power generators, etc.
Our team
Five data scientists and a product owner.
Technologies used
Python, unit testing, pandas, numpy, Machine Learning, Data Science, Azure Databricks, OpenShift, MLFLow, Docker, Gradient Boosting Trees (LightGBM), Pyspark, Tensorflow, Keras, Deep Learning, LSTM, Kanban, Azure DevOps.
Opportunities
Working with a German OEM on projects that really go into production and bring value to the customer.
Working with a range of Data Science and Machine Learning technologies as well as diverse problems.
RESPONSIBILITIES
- Build, train, run, own and validate predictive and explorative analytical AI models
- Analyze large and complex data sets to derive valuable insights
- Write and develop production level code/pipelines
- Collaborate with DevOps engineer and Data engineer to bring models to production
- Actively monitor AI models during their lifecycle and intervene in case of trouble
- Presentation of qualitative and quantitative results obtained during development and running of these models
- Delivery of fast, stable, scalable, robust and future-proof AI microservices
SKILLS
MUST
Python
Unit testing
Pandas
Numpy
Machine Learning
Data Science
Gradient Boosting Trees (LightGBM)
Pyspark
Tensorflow
Keras
Deep Learning
LSTM
CNN
NICE TO HAVE
Azure Databricks
OpenShift
MLFLow
Docker
Kanban
Scrum
CAREER AND PROFESSIONAL DEVELOPMENT- Competitive salary
- Luxoft Training Center
- Access to e-learning Library
- Individual development plans
- Long-term cooperation with possibility to gain experience in different projects and technologies
- A significant number of professional communities (Agile Community, Tech Community, Business Analysis Community, etc.)
- Group Life Insurance
- Private healthcare insurance – LuxMed. Unlimited access to specialist consultations with Dental Care included
- Medical costs reimbursement for employees (up to certain amount per quarter)
- Travel Insurance
- Benefit Program - Cafeteria and Multisport Card
- Various communities (sport, recreation activities, trips, board games, cultural and educational activities)
- Discounts program for employees – BeLux (banking offer, car leasing offer and cafeteria program discount)
- Convenient locations in a modern offices with game rooms
- Multinational projects for clients all over the world
Check out our open roles at career.luxoft.com
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www.facebook.com/luxoft.poland
