ML Engineer for AI Cloud Platform in AI & ML Products team (hybrid)
Bucharest
Applications have closed
United Internet AG
Die United Internet AG ist mit seinen Marken 1&1, GMX, WEB.DE, mail.com, IONOS, Arsys, Fasthosts, InterNetX, united-domains, Sedo und United Internet Media ein führender europäischer Internet-Spezialist.General Information
Ref#: 4328
Working time: Full-time
Type of contract: Permanent
Date: Thursday, May 9, 2024
Country: Romania
Location: Bucharest
Description & Requirements
Your tasks:
Main responsibilities:
Would you like to join the AI Technology team at IONOS (1&1 Internet), Europe’s leading cloud and web hosting provider? We are building a platform that provides AI solutions to customers worldwide, from GenAI / LLM inference, to model training, vector databases and much more!We are looking for a Machine Learning Engineer with strong data science skills for our AI & ML Products Team, Cloud platform, which provides GenAI and Machine Learning Services to customers in IONOS Cloud.
In this role, you will:
- Drive the implementation of AI/ML models in our cloud platform that will provide API -based access to AI services to our cloud customers, as well as internal clients and IONOS Group brands;
- Understand use-cases and identify the best suitable models for training or pre-trained ones;
- Select and test models in the area of GenAI, foundation models, LLM according to business needs and industry trends;
- You advise colleagues from various business departments and collaborate to develop solutions in the areas of forecasting, classification, recommender systems or the use of GenAI/LLMs;
- Deploying those models into production with common or proprietary frameworks;
- Be part of a cross-functional team and work closely with Product Owners, Architects to define the best technical solutions that match our product vision;
- Collaborate with an international organization of software developers and AI enthusiasts.
We appreciate:
We appreciate:
- You have experience in developing classic models and use them in applications in the area of Computer Vision, Text (NLP), Audio and / or Forecasting in Cloud environments;
- You have passion and always up-to-date with industry the for foundation models: GenAI, LLMs, text2image, spech2text, and so on;
- Experience with specific tools like Jupyter notebooks, Kubeflow, MLflow and more;
- You have software development experience in Python or R for building ML / AI applications exposed via REST APIs;
- Experience with continuous delivery on cloud-native platforms, Kubernetes;
- Studies in Computer Science, Mathematics, Machine Learning or a related field;
- Good written and verbal English skills.
Would be a plus:
- Product-oriented development mindset and a responsible ownership attitude towards software components;
- Strong understanding of REST APIs, systems resilience, concurrency, and scalability concerns;
- Full-stack development skills are appreciated;
- Openness to take new approaches, learn new concepts and technologies;
- An open collaboration approach and transparent communication.
What we offer:
- Access to local/international trainings, development and growth opportunities, including access to e-learning platforms, covering both technical and soft skills areas;
- Modern technologies, product responsibility;
- Flexible work schedule;
- Hybrid work option;
- Medical services package from one of two private providers;
- 25 vacation days per year;
- Substitute days off for public holidays that occur on the weekend;
- Meal tickets;
- Internal referral program;
- Team events, networking events organized to promote a passionate, creative and diverse culture;
- Summerfest and Winterfest parties;
- Of course, coffee, soft drinks and fresh fruits are on us in the office.
About the company:
As part of United Internet Group, with more than 10,500 employees and 27 million fee-based customer contracts, we are Europe’s leading internet specialist and largest hoster. Building the roof for strong brands such as 1&1, IONOS, STRATO, GMX, WEB DE, MAIL COM, 1&1 Versatel and the Drillisch Online brands, United Internet offers a broad portfolio of Internet access products and cloud applications.Present in Romania since 2003, we are an Engineering Centre that lives and breathes technology.
Our engineering culture is shaped by the use of cloud native technologies, microservices combined with a DevOps attitude and an innovative mindset. We have a customer centric culture where every colleague is a contributor to our products’ design and success working closely with teams in Bucharest and abroad. Our strength lies in our team spirit and a positive and respectful interaction. In Romania, we have passionate teams sustaining the business segments of Access/Telecommunication, Mail & Media and Hosting, working and enjoying the 1&1 culture together.
Diversity enriches:
Different cultures, nationalities, genders, age groups, sexual orientations, and religions as well as people with disabilities - we encourage diversity. Because only teams that reflect all facets of society offer the best framework conditions for creativity and make a company productive and distinctive. We value diversity and welcome all applications.Additional information:
About us:
IONOS is Europe’s leading cloud provider and is setting up the foundation as European Cloud Provider. This includes not just offering storage that can compete with the hyper-scalers, but that offers the full infrastructure stack, including AI & Machine Learning Products. As the largest hosting company in Europe, we manage more than 8 million customer contracts and host over 12 million domains in our own regional data centers in the US and Europe.About the team:
The AI & ML Products Development department is responsible for building the platform for ML Services products for IONOS Cloud customers, as well as other companies in the United Internet group. Our most recent product development features integration of GenAI foundational models, LLMs and others. We run foundational models on prem in our cloud, such as Meta’s Llama, Mistral or StableDiffusion and offer them via APIs to our cloud customers.We are also working with classic ML models for Computer Vision, NLP, audio/voice processing & predictions. Our team is working with technologies such as HugginFace frameworks, TensorFlow, PyTorch, Keras, vLLM, notebooks, MLflow and others. On the platform side, technologies: GoLang, Java, Spring Boot, REST APIs, Python, Hibernate, SQL (PostgreSQL and MySQL) and NOSQL (Redis, MongoDB). We deploy everything to cloud-native Docker / Kubernetes environments, making use of GitHub + Actions, ArgoCD, Prometheus, and other modern cloud technologies.You will work together with a creative and innovative group of people that love experimenting and learning new things. We are an international team that breaks barriers and solves real customer and business problems.* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Classification Computer Science Computer Vision DevOps Docker Engineering Generative AI GitHub Golang Java Jupyter Keras Kubeflow Kubernetes LLaMA LLMs Machine Learning Mathematics Microservices MLFlow ML models Model training MongoDB MySQL NLP NoSQL PostgreSQL Python PyTorch R Recommender systems SQL Stable Diffusion TensorFlow vLLM
Perks/benefits: Career development Flex hours Flex vacation Team events
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