Note: The job is a remote job and is open to candidates in USA. BNSF Railway is one of the largest U.S. railroads, committed to safety and inclusion while transporting essential products across the nation. They are seeking a Sr/Staff Data Scientist to lead analytic initiatives, develop machine learning models, and drive strategic decision-making through data-driven insights.
Responsibilities
- Lead cross-functional collaboration to identify and define analytic initiatives, formulate strategies, and develop solutions to achieve business goals through effective use of data machine learning models
- Apply data science skills to analyze large, complex datasets and identify meaningful patterns that lead to actionable insights and data-driven solutions to business problems
- Lead the development and deployment of advanced machine learning models to forecast outcomes and optimize workflows
- Engage closely with stakeholders to grasp their requirements and deliver actionable insights that drive strategic decision-making
- Design and present compelling visualizations and reports to effectively communicate analytical findings
- Oversee the maintenance and enhancement of data pipelines to uphold data quality and precision
- Keep abreast of emerging trends and breakthroughs in data science and machine learning fields
- Proficiently extract, aggregate, and transform data from SQL and NoSQL databases, leveraging languages like R, Python, or other relevant tools for analysis and modeling
- Build, test, and validate statistical, and machine learning models and analyses using Python, R, or other appropriate language as part of overall solution development
- Lead implementation of analytic solutions into reporting platforms or production systems by leading the solution design, development, testing, and monitoring
Skills
- 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
- 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
- Seasoned in Agile methodologies like Scrum, Kanban, or SAFe for efficient project management and delivery at a senior level
Benefits
- A comprehensive benefits package
- An industry-leading 401(k) and renowned Railroad Retirement program.
- A range of robust health care options for you and your dependents (including domestic partners), including medical, dental, vision, telemedicine, mental health, cancer support, and high-quality care network options.
- Health care spending accounts (HSA) with employer contributions, as well as life and disability insurance, provided at no cost.
- Family benefits including