Data Scientist (Computer Vision with GenAI)

As a recruitment company, DCG understands that every business is powered by experienced professionals. Our management style and partnership approach enable us to meet your needs and provide continuous support. Due to our ongoing growth and the large number of recruitment projects we undertake for our partners, we are currently looking for:

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