About the role

CAPCO POLAND

*We are looking for Poland based candidate. Hybrid work. Warsaw is preferred.

At Capco Poland, we’re not just another consultancy - we’re the spark behind digital transformation in the financial world. As a global leader in technology and management consulting, we thrive on helping clients tackle the toughest challenges across banking, payments, capital markets, wealth, and asset management.

Our secret?

A culture that’s fast, flexible, and fiercely entrepreneurial. We move quickly, think creatively, and always put our people first.

We’re passionate about growth - both for our clients and ourselves - and that means attracting the very best talent to join us on this exciting journey.

We’re proud to be:
• Trailblazers in banking, payments, capital markets, wealth, and asset management
• Champions of an agile, nimble, and innovative work environment
• Dedicated to building a team of top-notch professionals who share our drive and vision

THINGS YOU WILL DO

Platform Engineering for ML

Design, build, and improve MLOps platform components that support the full model lifecycle (development à validation à deployment à monitoring).
Create reusable templates and standardized pipelines to reduce time-to-production and improve consistency across teams.

Model deployment & release engineering

Implement robust deployment patterns for credit risk models (primarily batch; other patterns as required).
Build & maintain CI/CD pipelines using Jenkins and GitHub, with appropriate quality gates and traceability.
Automate environment configuration and repeatability using Ansible.

Monitoring, observability & operational readiness

Implement model and pipeline monitoring covering operational health, data quality signals, and model performance/drift indicators.
Establish dashboards, alerting, and runbooks; partner with stakeholders to ensure alerts are actionable and aligned to business impact.
Drive continuous improvement through post-release reviews and reliability enhancements (no on-call requirement).

Collaboration & stakeholder management

Work closely with credit risk modellers to productionise models built with tools such as TensorFlow, MLFlow, and similar.
Translate modelling needs into scalable engineering solutions, balancing pace with control expectations.
Mentor junior team members (nice-to-have) and contribute to shared engineering standards and documentation.

SKILLS & EXPERIENCES YOU NEED TO GET THE JOB DONE

5+ years’ experience across MLOps/DevOps/Platform Engineering, with a track record of delivering production-grade ML or data solutions.
Strong experience building CI/CD and automation using Jenkins and GitHub.
Strong experience with Airflow (Bash), Bash itself, and Groovy for pipeline automation.
Hands-on configuration automation using Ansible.
Strong coding/scripting capability in Python (including PySpark), plus working knowledge of Spark.
Experience with ML tooling such as MLFlow, TensorFlow, and similar, including model packaging and deployment considerations.
Proven ability to implement observability (metrics/logs/dashboards/alerting), with tooling flexibility (e.g., Grafana, Splunk, or similar).
Comfortable working in hybrid environments; experience with Hadoop and an ability to integrate with cloud services (preference for GCP).

Nice to have:

Exposure to GCP services, especially Vertex AI and BigQuery.
Experience with secrets management (tooling flexible).
Familiarity with Model Risk Management, SDLC controls, and data lineage concepts in regulated environments.
Prior experience mentoring junior engineers and helping teams adopt standard patterns.

ONLINE RECRUITMENT PROCESS STEPS

Screening call with the Recruiter
Capco Hiring Manager Interview
Client’s interview
Feedback/Offer

We offer a flexible collaboration model based on a B2B contract, with the opportunity to work on diverse projects.

#LI-Hybrid

Skills & Tags

python gcp ai devops data product design

Aplyr's read

Capco is a global management and technology consultancy focused on the financial services sector, attracting professionals with expertise in banking, insurance, and digital transformation.
Synthesized from recent postings & public sources

What's promising

•Capco specializes in financial services, offering tailored solutions for banking and insurance clients.
•The company emphasizes digital transformation, providing opportunities to work with cutting-edge technology.
•Capco's global presence allows for diverse project experiences across different markets.

What to watch

•High-pressure environment due to demanding client expectations in the financial sector.
•Work-life balance can be challenging with frequent travel for client engagements.
•Limited public information about career advancement and internal mobility opportunities.

Why Capco

•Capco's focus on financial services differentiates it from more generalized consultancies.
•The company offers a blend of management and technology consulting, appealing to hybrid skill sets.
•Capco's culture emphasizes innovation in financial technology, attracting tech-savvy professionals.

Aplyr’s read is generated by AI from public sources. Was it useful?