Senior Machine Learning Engineer
[online recruitment]
[online recruitment]
Location: woj.
mazowieckie
Reference number: VR-62744
Project Description:
Are you fascinated by data and building robust data and machine learning pipelines which process massive amounts of data at scale and speed to provide crucial insights to the end customer? Tourism industry giant is looking for top engineering talent to strengthen the teams, building data assets and products to support a variety of applications and services for their lines of businesses and external partners.
Responsibilities
- Work on software design with team of data science and machine learning specialists
- Support data scientists in deploying new models, monitoring performance and debugging issues
- Optimize, measure and improve performances (latency, accuracy, drifts, etc.) of data science models in production , based off Tensorflow/MLeap (deep learning/neural network architecture) and other methodologies within Python and Scala ML ecosystem
- Perform data engineering (ETL, pipeline orchestration, monitoring) on big data (Spark 2.x/3x), on large data sets specifically for data science
- Transform ML model prototype into scalable, serve-able models for use in APIs and apps
- Build and enforce operational excellence - monitoring, alerting, dashboards, resiliency, back up, auto remediation on failures, CI/CD
- Drive AWS, Qubole and Databricks cost and performance optimization, alongside platform system engineers
Skills
- Python, Scala, Apache Spark
- SQL/NoSQL databases, ETL, big data
- Knowledgeable in statistics
- Experience with setting up CI/CD pipelines for ML and DS needs
- Expertise in OOP, software design and best practices
Our offer
Career and Professional Development
- 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
Career and Professional Development
- 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)
Well-being
- 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)
Work-Life Balance
- 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
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