Data Analyst

Valeo ist ein globales Technologieunternehmen, das innovative Lösungen entwickelt, um die Mobilität neu zu erfinden. Wir sind ein Partner von Automobilherstellern und Akteuren der neuen Mobilität weltweit. Unsere Vision? Eine grünere und sicherere Mobilität zu erfinden, dank Lösungen, die sich auf intuitives Fahren und die Reduzierung von CO2-Emissionen konzentrieren. Wir sind führend in unseren Geschäftsbereichen und werden als eines der weltweit größten innovativen Unternehmen anerkannt.

• Develop and maintain NLP and machine learning solutions tailored to the organization's specific needs.
• Implement and fine-tune state-of-the-art models, including online LLMs like Gemini, Palm, Claude, etc., and Local LLMs such as Llama-2, GPT4all, etc.,
• Collaborate with the data team to understand and interpret data structures and needs.
• Conduct rigorous model training, validation, and testing to ensure optimal performance.
• Stay updated with the latest advancements in Machine Learning, NLP and Generative AI research and methodologies.
• Work closely with other technical teams to integrate AI, Machine Learning, NLP and AI solutions into broader systems or platforms.
• Skills: NLP and NLG, Spacy, BERT, Topic modeling, Named Entity recognition, POS tagging, Gen AI, LLM, Text vectorization, multi-class classification, Machine learning Algorithms
  
  
  
  
  

• Creating data pipelines:
• Read source data from different formats (excel, csv, txt, pdf etc) and transform the data using suitable scripts in a way to bring out business value from the data
• Load the data into servers ensuring good data quality, right quantity, technical accuracy and sufficiency to meet project objectives
• Prepare both structured and unstructured data to the right format to train machine learning algorithms.
  
  
  
  
  

• Proof of concepts:
• Create quick Proof of concepts using Streamlite, Flask and other similar Front ends.
• Take care of the functionality and version management of PoCs
• Own the PoCs and help the deployment team to productionize the application.
  
  
  

Job:

R&D Engineer

Organization:

Product Technical

Schedule:

Vollzeit

Employee Status:

Unbefristet

Job Type:

Permanent contract

Job Posting Date:

2024-08-30

Join Us !

Being part of our team, you will join:

• one of the largest global innovative companies, with more than 20,000 engineers working in Research & Development
• a multi-cultural environment that values diversity and international collaboration
• more than 100,000 colleagues in 31 countries... which make a lot of opportunity for career growth
• a business highly committed to limiting the environmental impact if its activities and ranked by Corporate Knights as the number one company in the automotive sector in terms of sustainable development
  
  
  

More information on Valeo: https://www.valeo.com