Senior Machine Learning Engineer

4 tygodni temu

Warsaw, Polska The Stepstone Group Polska sp. z o.o. Pełny etat

Senior Machine Learning Engineer Miejsce pracy: Warszawa Technologies we use Expected Python
PyTorch
Transformers
Terraform
About the project The three teams in our streamlined squad are currently working on several LLM-based use-cases to serve jobseekers better fitting jobs and recruiters better fitting talents via semantic search. We are using inhouse-tuned LLMs that we deploy on AWS together with Vector DBs to support retrieval.

This exciting role will be about designing, planning and implementing systems based on LLM-inference, including advanced RAG. To this end you will collaborate tightly between Data Scientists, Machine Learning and Big Data Engineers, as well as Cloud Software Engineers and DevOps in a Scrum environment. You can support streamlining deployment and establish best practices in MLOps for large models to build a better future where a new job is just a click away.
Your responsibilities Your role as Senior Machine Learning Engineer will encompass implementating and productionising ML-based services using Sagemaker, but also streamlining delivery of machine learning products in general. You will be a key figure in our team to establish and utilize best practices for MLOps, IaC and CI/CD best practices to increase efficiency in deployment, scalability and management of resources in LLM-based pipelines.
This role allows for direct impact on the experience of jobseekers and recruiters Leverage your experience to build a framework for semantically matching talents to job profiles across the globe with a strong sense of ownership and a holistic understanding of ML-based systems. We are looking for a person who enjoys extensive collaboration, who is willing to learn and contribute to technical discussion, bringing bleeding edge technology and knowledge to our search and recommender solutions.
Showcase your track record of elevating processes, standards, and ways of working, and your background in coaching and mentoring more junior engineers. To thrive in our fast-paced environment you will contribute to our Chapters in Data Science and Machine Learning Engineering, able to work across teams to help everyone work together effectively. Demonstrate your growth mindset and systematic approach to problem-solving, as well as your experience in navigating the dynamics of an Agile environment. Fluent in English? Fantastic
Our requirements 5+ years of experience in Machine Learning Engineering, Data Engineering, or a related field
Proficiency in production-level Python (Clean, SOLID) and industry experience with Amazon Sagemaker deployment of LLMs
Experience with LLM-related packages, such as PyTorch, Transformers etc.
Experience with IaC (Terraform), CI/CD, and test automation best practices
Bachelor's degree in Computer Science or a related field; Master's degree is preferred
This is how we organize our work This is how we work in house
Development opportunities we offer intracompany training
technical knowledge exchange within the company
Benefits private medical care
life insurance
remote work opportunities
flexible working time
integration events
dental care
corporate library
no dress code
video games at work
parking space for employees
leisure zone
redeployment package
employee referral program
charity initiatives
Hackathons, Knowledge Sharing Hours
in-house projects
Recruitment stages Telephone Interview (20mins)
Technical Interview (1,5h)
HR Interview (1h)
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
Our commitment Equal opportunities are important to us. We believe that diversity and inclusion at The Stepstone Group are critical to our success as a global company, so we want to recruit, develop, and keep the best talent. We encourage applications from everyone, regardless of background, gender identity, sexual orientation, disability status, ethnicity, belief, age, family or parental status, and any other characteristic.
The Stepstone Group Polska sp. z o.o. At The Stepstone Group, we have a simple yet very important mission: The right job for everyone. Using our data, platform, and technology, we create opportunities for job seekers and companies around the world to find a perfect match, in fair and equitable way. With over 20 brands across 30+ countries, we strive for fair and unbiased hiring.

Join our team of 4,000+ employees and be part of reshaping the labour market and becoming the world’s leading job-tech platform.
By clicking the "Apply" button, "Apply now" you agree to processing by The Stepstone Group Polska Sp. z o.o. of your personal data included in the recruitment application in order to recruit for the position indicated in the advertisement. The data controller is The Stepstone Group Polska Sp. z o.o. with its registered office in Warsaw (ul. Puławska 180, 02-715). The personal data provided shall be processed solely for the purpose of the current recruitment process and - in case of additional consent - for future recruitment processes.The data will be stored for 1 year after the end of the recruitment process or until the withdrawal of consent in case of interest in future recruitments.The processing of personal data is based on your voluntary consent (Article 6(1)(a) of the GDPR), which may be withdrawn at any time (without prejudice to the prior lawfulness of the data processing), as well as the legitimate interest of the controller (e.g. defence of possible claims - Article 6(1)(f) of the GDPR).You have at all times the right to access your data, the right to rectify it, the right to erase data, the right to limit processing, the right to object and the right to data transfer. Declarations regarding the exercise of rights should be submitted to the e-mail address: recruitment.team@stepstone.comThe recipients of your personal data are the hosting entities servicing the data controller and the recruitment system provider. If you have any specific questions regarding the processing of personal data by StepStone Services Sp. z o.o., please contact the Data Protection Officer at: iodo@stepstone.com

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