EI
Data Scientist
eTeam Inc.
- 🇺🇸 United States
- On-site
- Senior
- 8 months ago
- $65 – $67 / hour
- Python
- SQL
- Java
- Data Visualization
- Machine Learning
- RAG
- Language Models
- GIS
- AI
- Agile
- Scrum
- Kanban
8 months ago
Basic Qualifications
- Minimum 6 years of experience with building optimization algorithms or relevant experience.
- Advanced proficiency in programming languages such as Python, R, SQL, and Java.
- Demonstrated expertise in utilizing data visualization tools to communicate insights clearly and effectively.
- In-depth experience with data science cloud platforms and their integration into business solutions.
- Exceptional intellectual curiosity and a proven ability to thrive in a fast-paced, collaborative team environment.
- Track record of rapidly acquiring new technical skills and adapting to cutting-edge technologies.
- Strong communication skills to articulate technical concepts to diverse audiences with clarity and professionalism.
- Deep understanding and application of statistical analysis and advanced machine learning techniques.
- Must understand and have proficiency in the core architecture of LLMs (e.g., transformers and attention mechanisms)
- Experience with prompt engineering techniques, including chain-of-thought prompting, Retrieval-Augmented Generation (RAG), fine-tuning of language models, and evaluation methodologies.
- Experience with Vector Databases and embeddings.
- Experience with Model Fine-tuning.
- Experience with GPU optimization.
Preferred Qualifications
- Bachelor's degree or higher in Operations Research, Computer Science, Industrial Engineering or a related field. Ph.D is a plus.
- Knowledge of geospatial analytics, route optimization, and GIS concepts.
- Previous hands-on experience with AI/Machine Learning frameworks and tools, showcasing innovative solutions.
- Extensive background in Rail, Shipping, Airline, Logistics, Warehousing, Supply Chain, or Transportation industries, or in the High-Tech sector.
- Proficiency in leveraging open-source libraries and frameworks to drive data science initiatives.
Data Scientist · eTeam Inc.