Machine Learning Engineer

4 tygodni temu

Warsaw, Polska The Stepstone Group Pełny etat

Job Description

You will join our diverse team of Data Scientists and Machine Learning Engineers and become an active part of our larger, international data science and engineering community. Our team and the community have a wide variety of backgrounds from physics to computer science to quantitative psychology, but we all share the passion: to apply our expertise to improve e-recruiting.

Does this sound like you? Join us and become part of one of the largest German digital enterprises with more than 3.600 employees. In addition to our international footprint, we are also part of the Axel Springer SE family and its unique European family of successful companies.

We’re always interested in working with amazing people. Just hit the Apply button – we’d love to hear from you

Your work 

You will join the 3 Data Scientists and 2 ML Engineers in our team, and 40+ Data Scientists & Machine Learning Engineers across the organization, to build and improve AI systems for Stepstone. This will include classical machine learning systems for forecasting, scoring and classification, data enrichment pipelines and building blocks to train, evaluate, and serve large language models.

You will be actively involved in the engineering, design, implementation, and deployment needed to scale the application of our machine learning models. You can take a project from idea to experiment, to prototype, to implementation

You will work with our development stack consisting of AWS SageMaker, MLFlow, Terraform, and others, and help evaluating and introducing any new tools and technologies that might help us work more efficiently.

You will also actively work on current LLMs, including fine-tuning and productionizing open source models at scale.

Together with other Machine Learning Engineers, you will help define and evolve best practices for our community.

You will interact with various product owners across the company for defining and understanding their problems from a technical perspective, contributing to and driving efficient formulations and solutions to these problems.

You will keep track of the state of the art in MLOps and scalable techniques for machine learning and optimisation, and actively implement them within the group.

Qualifications

Technical Skills

You have good python skills and experience in applying them to business problems 

You appreciate coding rigour and have good software development skills.

You are open to learn and challenge yourself in a fast-paced environment.

You have Industry experience with cloud services for machine learning. Hands-on experience with AWS services, specifically Sagemaker is a plus 

You have expertise with building scalable ML & LLM solutions 

You have good knowledge of Docker and CI/CD (e.g. Atlassian Bamboo) 

You have good communication skills in English, both written and verbal.

You have experience with building and or using model management tools (e.g. mlflow) 

Experience with LLMs is a strong plus.

Optional Skills

Experience in DevOps, Cloud Operations is a plus 

Nice to have: Experience with Kafka as some of the pipelines are event-driven 

Nice to have: Experience with vector databases. 

Nice to have: Experience in AWS administration and permission management 

Nice to have: IaC (Terraform) 

Labor market or economics knowledge is not necessary but a plus

Interest in data ethics and fair machine learning systems is a plus 

Additional Information

What we offer:

Medical and stomatological care

Life insurance

Worksmile - multibenefit platform

Workshops, international conferences

Hackathons, Knowledge Sharing Hours

In-house projects

Events and integration parties

English lessons

Game room and chillout zone

Join our team and contribute your expertise to make a significant impact on our company's success while advancing your IT career. We look forward to receiving your application

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