Data Scientist (with GenAI)

Project description:

We are looking for Data Scientist to join Lingaro DS&AI Competency Center, AI team to help us and our clients validate from GenAI Use Cases and deliver valuable solutions with GenAI models. We value candidates with project experience in Generative AI delivered as PoCs and MVP at production. Lingaro AI team focuses on novel aspects of Generative AI and LLMs with range of applications i.e.: knowledge extraction, in context learning and summarization, translations with localization and styling aspects. Our deep, PhD level expertise with NLP and Computer Vision make us great team to join if your are willing to challenge yourself to new heights.

Tasks:

• Running end-to-end initiatives (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment).

• Analyzing and interpreting the findings.

• Drawing conclusions and recommendations- including expected benefits and measuring ROI for enhancing business processes.  

• Supporting Pre-sales activities and initiatives.

Requirements:

Must have:

• Familiarity with theory behind various machine learning concepts.

• Experience with Machine Learning (ML), especially in the area of  Generative AI (LLM/LMM) with focus on Natural Language Processing (NLP) or multi modal models.

• Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment.

• Fluency in Python, working knowledge of SQL and vector data base.

• knowledge of specific DS/ML/GenAI/NLP libraries like: NumPy, Keras, TensorFlow, PyTorch, HuggingFace, LangChain, and GenAI APIs i.e. OpenAI/Gemini.

Nice to have:

• Experience in working with big data and distributed environments would be a plus.

• Commercial experience proven by multiple successful projects in the area of Generative AI, Natural Language Processing or Computer Vision would be a big plus.

• Good computer programming skills and familiarity with object oriented programming concepts.

• Expertise in Azure cloud resources, Databricks.

• Hands-on experience with Docker for containerization.

• Strong business acumen.

• Ability to come up with creative solutions to address customer problem.

• Ability to lead small technical team on the project.

We offer:

• Stable employment. On the market since 2008, 1500+ talents currently on board in 7 global sites.

• “Office as an option” model. You can choose to work remotely or in the office.  

• Great Place to Work® certified employer.

• Flexibility regarding working hours and your preferred form of contract.  

• Comprehensive online onboarding program with a “Buddy” from day 1.   

• Cooperation with top-tier engineers and experts.  

• Unlimited access to the Udemy learning platform from day 1.

• Certificate training programs. Lingarians earn 500+ technology certificates yearly. 

• Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.

• Grow as we grow as a company. 76% of our managers are internal promotions.  

• A diverse, inclusive, and values-driven community.   

• Autonomy to choose the way you work. We trust your ideas.  

• Create our community together. Refer your friends to receive bonuses.  

• Activities to support your well-being and health.

• Plenty of opportunities to donate to charities and support the environment.  

• Modern office equipment. Purchased for you or available to borrow, depending on your location.