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Senior Data Scientist IRC246830
| Job: | IRC246830 |
| Location: | Poland |
| Designation: | Senior Software Engineer |
| Experience: | 5-10 years |
| Function: | Engineering |
| Skills: | AI Tools: ChatGPT, generative ai (genai), Machine Learning, NLP, Python |
| Work Model: | Remote, Hybrid |
Description:
We embark on an innovative project to develop and implement a cutting-edge Digital Twin solution for rail operators. This project aims to revolutionize operational efficiency, training, and crisis management for rail systems. Leveraging simulation and AI-driven scenario planning, the Digital Twin solution will offer immersive, realistic, and dynamic simulations, enabling rapid skill acquisition, continuous upskilling, and streamlined crisis management for operators in complex environments.
Requirements:
Required:
- Commercial and open source LLM frameworks and librairies (ChatGPT, Llama, …)
- GenAI, LLM, RAG, parameter tuning
- Natural Langage Processing (NLP)
- Prompt Engineering
- Evaluation techniques specific for GenAI technologies
- Familiarity with latest State of the art Machine learning techniques
Would be a plus:
- Readiness to produce production-grade Python code (backend development tasks)
- Experience using Docker & docker-compose
For effective cooperation with team candidate should be familiar with:
- CI / CD
- Git, Linux
- Agile, Scrum
- Fluent English
Job Responsibilities:
Simulation Optimization: Develop AI-driven simulation algorithms for “What-if” scenarios related to energy savings, crowd management, and operational efficiency.
NLP and Scenario Generation: Implement natural language processing models to enable users to create scenarios through conversational commands, enhancing usability and adaptability.
Modeling and Prediction: Build predictive models for passenger flow, energy consumption, and incident response, aiding decision-making processes and operational planning.
KPI Analysis and Strategy Validation: Analyze regulatory and operational KPIs, applying data insights to validate and optimize strategies before real-world implementation.
Data Visualization: Create clear, actionable visualizations to display simulation outputs and predictions, supporting operator training and strategy planning.
#LI-TR2 #LI-Remote
What We Offer
Empowering Projects: With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people’s lives.
Empowering Growth: We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.
DE&I Matters: At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.
Career Development: Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.
Comprehensive Benefits: In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment.
Flexible Opportunities: At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.