Machine Learning and Data Engineer / Ingenieur | Zug, CH

Overview

On behalf of our client, a multinational healthcare company based in Basel, Swisslinx is looking for a Machine Learning and Data Engineer. General details about contract: • Start date: ASAP • End date: 31.12.2024 • Extension: Possible • Location: Basel, Switzerland • Hybrid Model: partially remote, partially in Basel The perfect candidate brings: The Machine Learning and Data Engineer will be responsible for the end-to-end development and deployment of a semantic search vector database for research purposes and pRED scientific needs. This role requires a combination of skills in machine learning, data engineering, and software development. Responsibilities will include but not limited to: • Integrate off-the-shelf open-source embedding models with the system to generate text embeddings from research publications and other text based sources. • Design and implement the data processing pipeline to handle the conversion of PDF, XML or other files into a suitable format for text… embedding. • Set up and maintain the vector database infrastructure, ensuring efficient storage and retrieval of embeddings. • Develop and maintain the API for semantic search, allowing for robust querying capabilities. • Collaborate with stakeholders to gather requirements and ensure the system meets the needs of the organization. • Conduct testing and quality assurance to ensure the reliability and accuracy of the search results. • Document the system architecture, API usage, and operational procedures for future reference and maintenance. Must Haves: • Strong programming skills, particularly in Python, and experience with machine learning libraries (e.g., TensorFlow, PyTorch) (*****) • Minimum 7 years Experience with data engineering tasks, including data extraction, transformation, and loading (ETL). (*****) • Familiarity with vector database technologies (e.g., FAISS, Milvus, Elasticsearch) and database indexing. (*****) • Knowledge of API development and best practices for scalability and security. (*****) • Ability to work independently, manage multiple priorities, and communicate effectively with both technical and non-technical stakeholders. Does this sound like the next opportunity you want to take on?? Then apply now!! We look forward to receiving applications until the 16th April 2023.
By applying for this position, I consent to the Swisslinx Group of companies:
– storing my personal information (including name, contact details, Identification and CV information etc.) on their internal or external servers for the purpose of informing me of potential employment opportunities
– using my personal information or
– supplying it to third parties upon express consent for the purpose of informing me of potential job opportunities
– transferring where applicable my personal information to a country outside the EEA/EFTA

I also hereby agree to the Swisslinx privacy policy (http://www.swisslinx.com/en/legal/privacy-policy) and Terms of Use (http://www.swisslinx.com/en/legal/disclaimer

Company:

Swisslinx

Qualifications:

Language requirements:

Specific requirements:

Educational level:

Level of experience (years):

Senior (5+ years of experience)

Tagged as: Industry, Machine Learning, NLP, Switzerland