[online recruitment]
About 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, 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.
- 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
Python
Unit testing
Pandas
Numpy
- International projects for clients all over the world
- Competitive salary
- Individual development plan
- Managerial Targeted Training programs
- BRIDGE Mentoring Program
- Luxoft Training Center
- Language Classes
- Self-learning online library
- Global Relocation Program
- Internal Mobility (a chance to gain experience in varied projects and technologies)
- Professional communities for knowledge-sharing (Agile, Tech, Business)
- Group Life Insurance
- Travel Insurance
- Private Healthcare (dental care, unlimited consultations of specialist physicians)
- Medical costs reimbursement for employees
- Benefit Program (Cafeteria and Multisport Card)
- LuxGood Program (a wide range of health and well-being initiatives)
- After-hours groups (sport, trips, board games, cultural activities)
- Company and Team events
- BeLux - discount offers program (banking, car leasing, other)
- Convenient locations in modern offices
- International projects for clients all over the world
- Competitive salary
- Individual development plan
- Managerial Targeted Training programs
- BRIDGE Mentoring Program
- Luxoft Training Center
- Language Classes
- Self-learning online library
- Global Relocation Program
- Internal Mobility (a chance to gain experience in varied projects and technologies)
- Professional communities for knowledge-sharing (Agile, Tech, Business)
- Group Life Insurance
- Travel Insurance
- Private Healthcare (dental care, unlimited consultations of specialist physicians)
- Medical costs reimbursement for employees
- Benefit Program (Cafeteria and Multisport Card)
- LuxGood Program (a wide range of health and well-being initiatives)
- After-hours groups (sport, trips, board games, cultural activities)
- Company and Team events
- BeLux - discount offers program (banking, car leasing, other)
- Convenient locations in modern offices