CAPCO POLAND
*We are looking for Poland based candidate. Hybrid work. Warsaw is preferred.
Joining Capco means joining an organisation that is committed to an inclusive working environment where you’re encouraged to #BeYourselfAtWork. We celebrate individuality and recognize that diversity and inclusion, in all forms, is critical to success. It’s important to us that we recruit and develop as diverse a range of talent as we can and we believe that everyone brings something different to the table – so we’d love to know what makes you different. Such differences may mean we need to make changes to our process to allow you the best possible platform to succeed, and we are happy to cater to any reasonable adjustments you may require. You will find the section to let us know of these at the bottom of your application form or you can mention it directly to your recruiter at any stage and they will be happy to help.
Capco Poland is a global technology and management consultancy specializing in driving digital transformation across the financial services industry. We are passionate about helping our clients succeed in an ever-changing industry.
We also are experts in focused on development, automation, innovation, and long-term projects in financial services. In Capco, you can code, write, create, and live at your maximum capabilities without getting dull, tired, or foggy.
As an ML Ops Engineer you will be responsible for developing, deploying and maintaining the infrastructure for Machine Learning to support Data Science and Machine Learning Teams. You will focus on automating modeling processes, monitoring models in production environments and managing the full ML lifecycle.
THINGS YOU WILL DO
- This role bridges the gap between data science and IT operations, ensuring seamless integration of machine learning and other data science modules into operational workflows.
- Streamlines and automates data science products lifecycle from development to deployment and monitoring.
- Designs, develops and maintains tools enabling reproducible experimentation, models versioning, automated deployment, serving etc.
- Tests, refactors, optimizes, and packages the code developed by data scientists. Improves, deploys, monitors and maintains developed models.
- Builds new integrations with FM systems (PDS, ION, S2BX) allowing to publish signals generated by the data science modules.
- Provides support and guidance to other team members on MLOps best practices.
TECH STACK: Python, ML libraries (Numpy, pandas, scikit-learn, keras / tensorflow / pytorch), ML Flow, Databricks, Linux (RedHat distribution), GIT, Docker, Podman, Azure Devops PostgreSQL, Airflow, Pyspark, Spark, kdb+/q
Nice to have: Airflow, PostgreSQL, Hadoop, Spark, Pyspark, kdb+/q, Financial markets (pref. fixed income).
SKILLS & EXPERIENCES YOU NEED TO GET THE JOB DONE
- 6+ years of experience developing and deploying classical supervised models, ideally in on-prem environments
- Proficient with main Python analytics and ML libraries (numpy, pandas, scikit-learn, keras / tensorflow / pytorch)
- Experience with MLOps platforms like MLFlow / Databricks
- Experience with Linux (especially RedHat distribution) and version control (git)
- Experience with containerization technologies (docker/podman)
- Familiarity with DevOps pipelines (especially Azure DevOps Services)
- Eager to learn
Nice to have:
- Experience in data modelling and database management. Experience managing RDBMS (preferably PostgreSQL).
- Familiarity with Airflow or similar data orchestration services
- Familiarity with distributed processing frameworks, esp. Hadoop and Spark/PySpark
- Familiarity with kdb+/q
- Familiarity with financial markets, esp. fixed income
WHY JOIN CAPCO?
- Employment contract and/or Business to Business - whichever you prefer
- Possibility to work remotely
- Speaking English on daily basis, mainly in contact with foreign stakeholders and peers
- Multiple employee benefits packages (MyBenefit Cafeteria, private medical care, life-insurance)
- Access to 3.000+ Business Courses Platform (Udemy)
- Access to required IT equipment
- Paid Referral Program
- Participation in charity events e.g. Szlachetna Paczka
- Ongoing learning opportunities to help you acquire new skills or deepen existing expertise
- Being part of the core squad focused on the growth of the Polish business unit
- A flat, non-hierarchical structure that will enable you to work with senior partners and directly with clients
- A work culture focused on innovation and creating lasting value for our clients and employees
ONLINE, SMOOTH RECRUITMENT PROCESS STEPS
- Screening call with the Recruiter
- HackerRank Online Test
- Client Interview (3 stages)
- Feedback/Offer
Top Skills
What the Team is Saying
What We Do
Capco, a Wipro company, is a global management and technology consultancy specializing in driving transformation in the energy and financial services industries. Capco operates at the intersection of
business and technology by combining innovative thinking with unrivalled industry knowledge to fast-track digital initiatives for banking and payments, capital markets, wealth and asset management, insurance,
and the energy sector. Capco’s cutting edge ingenuity is brought to life through its award-winning Be Yourself At Work culture and diverse talent.
TRUSTED ADVISORS - Our collaborative and entrepreneurial approach position us as trusted long-term partners to our clients.
DEEP EXPERTISE - Clients look to us for clear guidance, proven expertise, and the support they need to set their companies up for success.
DISRUPTIVE SOLUTIONS- We do not provide off -the-shelf answers to clients’ challenges. Instead, we work in close collaboration to understand the issues, and craft disruptive, bespoke solutions.
ACCOUNTABILITY AND OWNERSHIP - We recognize every client has distinct needs and expectations, and we take ownership and accountability for the solutions we design, build, and deliver.
Why Work With Us
We support and encourage an inclusive culture, entrepreneurial outlook and independent thinking. Capco is not about organizational charts and rigid hierarchies – we want all employees to feel that Capco is their firm to own and run. We believe diversity powers innovation. Be Yourself At Work (#BYAW) is an integral and underlying part of our culture
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Capco Offices
Hybrid Workspace
Employees engage in a combination of remote and on-site work.
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