Data Scientist (Computer Vision with GenAI)

Responsibilities:

• Implementing end-to-end Computer Vision projects at various stages PoCs, MVPs or enterprise solutions scaling:
  • Validating data quality
  • Developing solution components and functionalities in microservice architecture
  • Model performance testing
  • Leveraging GenAI Models where applicable
• Supporting project delivery:
  • Working closely with Lingaro and Customer stakeholders to deliver high quality business value added solutions
  • Analyzing and interpreting the findings
  • Drawing conclusions and recommendations- including expected benefits and measuring ROI for enhancing business processes

Requirements:

• Fluency in Python and object programing
• Basic working knowledge of SQL
• Knowledge of specific CV/ML/DS libraries like: NumPy, OpenCV, PyTorch, HuggingFace, LangChain and APIs i.e.: Azure AI Vision or GCP Vision
• Familiarity with theory behind various machine learning concepts
• Experience with Machine Learning (ML), especially in Computer Vision (CV) projects
• Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment
• Good communication skills and strong business acumen
• Ability to come up with creative solutions to address customer problem
• At least 3-4 years of experience in similar position
• Experience in working with big data and distributed environments
• Experience in one of the major cloud environments: Azure, GCP or AWS
• Commercial experience proven by multiple successful projects in the areas of Computer Vision

Nice to have:

• Knowledge of GenAI APIs: i.e. OpenAI/Gemini
• Experience in working with R&D projects
• Good understanding of multimodal representations
• Good understanding of big O notation, algorithm time and space complexities
• Good understanding of generative modeling (VAEs, GANs, Transformers)

Offer:

• Private medical care
• Co-financing for the sports card
• Constant support of dedicated consultant
• Employee referral program