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Regular-Senior Data/ MLOps Engineer

Regular-Senior Data/ MLOps Engineer

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Warsaw, Poland

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Data Modeling

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BCM Industry

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03/12/2025

Req. VR-119049

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Project description

We are a leading international bank focused on helping people and companies prosper across Asia, Africa and the Middle East.

To us, good performance is about much more than turning a profit. It's about showing how you embody our valued behaviors - do the right thing, better together and never settle - as well as our brand promise, Here for good.

We're committed to promoting equality in the workplace and creating an inclusive and flexible culture - one where everyone can realize their full potential and make a positive contribution to our organization. This in turn helps us to provide better support to our broad client base.

About the Team

Financial Markets (FM) has expertise combined with deep local market knowledge to deliver a variety of risk management, financing and investment solutions to our clients. The FM team offers capabilities across origination, structuring, sales, trading and research. Offering a full suite of fixed income, currencies, commodities, equities and capital markets solutions, FM has firmly established itself as a trusted partner with extensive on-the-ground knowledge and deep relationships.

Responsibilities
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Streamlines and automates data science products lifecycle from development to deployment and monitoring.

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Designs, develops and maintains tools enabling reproducible experimentation, models versioning, automated deployment, serving etc.

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Tests, refactors, optimizes, and packages the code developed by data scientists. Improves, deploys, monitors and maintains developed models.

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Builds new integrations with FM systems (PDS, ION, S2BX) allowing to publish signals generated by the data science modules.

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Provides support and guidance to other team members on MLOps best practices.

Skills

Must have

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Must-Have:

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Minimum 3 years hands-on experience building, deploying and maintaining classical supervised ML models in production (preferably on-prem)

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Strong proficiency in Python for production development, including packaging, environment management (pip/poetry), dependency management (requirements.txt), and modular code design

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Strong experience with analytics and ML libraries: numpy, pandas, scikit-learn, and at least one deep learning framework (TensorFlow / Keras / PyTorch)

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Practical experience with MLOps workflows, including experiment tracking, model registry, and model deployment using MLflow / Databricks

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Solid understanding of Linux environments (preferably RedHat), including command line, processes, file system, and debugging

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Experience with containerization (Docker/Podman) and ability to explain when and why containers are used

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Working knowledge of CI/CD pipelines, including their purpose, structure, and mechanics (preferably Azure DevOps Services)

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Ability to describe and apply ML model monitoring, including key metrics (drift, performance, latency) and operational considerations

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Ability to work independently across the full ML lifecycle (data

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model

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deployment

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monitoring)

Nice to have

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Nice-to-Have:

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Experience with SQL-based data modelling and database administration (preferably PostgreSQL)

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Experience with orchestration tools (Airflow or similar)

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Familiarity with distributed processing (Hadoop, Spark/PySpark)

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Familiarity with kdb+/q

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Understanding of financial markets, especially fixed income

Other
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Languages

English: C1 Advanced

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Seniority

Senior

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Luxoft Benefits*
  • ●Relocation options **
  • ●Experience in an international environment
  • ●Cross-cultural experience
  • ●Feedback culture
  • ●Regular appraisals
  • ●Annual holiday - 20 or 26 days. The duration of the leave depends on the overall seniority
  • ●Occasional leave - 1 or 2 days/ depending on the circumstances
  • ●Child care leave - 2 days or 16 hours per year
  • ●Absence due to force majeure - 2 days or 16 hours per year
  • ●Maternity Leave - 20 weeks
  • ●Parental Leave - 41 weeks
  • ●Paternity Leave - 14 days
  • ●Expert-led tech courses covering basic to advanced topics
  • ●Internal instructor-led soft skills courses
  • ●Comprehensive in-house self-learning resources for both soft and hard skills
  • ●Access to external self-learning libraries like ProQuest eBook and Udemy for Business
  • ●Cloud Programs: MS Cloud Academy, AWS Partner Academy, Google Cloud Academy
  • ●Custom Learning Programs: upskilling, reskilling, technical mentorship
  • ●Leadership Programs for Managers
  • ●Multisport card
  • ●Possibility to order Multisport card at the corporate rate for family members
  • ●LuxGood Program: wellbeing seminars, contests, relaxation sessions, yoga sessions, etc.
  • ●One Team Program: Buddy for each New Joiner; seminars, meeting and workplace space to support integration with local community and culture; “Hire me” workshops for partners
  • ●Preferential banking offer
  • ●Preferential car leasing offer
  • ●Cafeteria program discounts for shops, cinema tickets, holiday offers
  • ●Luxoft Social Benefit Fund: sport and recreation benefits, the possibility to receive financial support
  • ●Private Healthcare Insurance with unlimited access to specialists
  • ●Full dental support
  • ●Travel Insurance
  • ●Possibility to add private healthcare coverage for family members at the corporate rate
  • ●Life insurance at the corporate rate for employees and family members, including payment of the basic package for the employee by the employer
  • ●Reimbursement for corrective glasses
  • ●Many fun social activities organized by the Luxoft team offline in your city
  • ●Online entertainment events for whole company and local team events
  • ●A workplace where you’re treated with respect within a multicultural team
  • ●Rotation between projects and accounts
  • ●New career opportunities

Self-Learning Library

CSR Projects

*The acquisition of rights to the above benefits depends on the form of cooperation. Benefits apply to those employed under a contract of employment.

**Please note that relocation is not available for all open positions. At Luxoft Poland it is possible to work remotely only from the territory of Poland.

***Options offered by the Polish government.

Warsaw, Poland

Req. VR-119049

Data Modeling

BCM Industry

03/12/2025

Req. VR-119049

Apply for Regular-Senior Data/ MLOps Engineer in Warsaw

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