10 дней назад
Sr Data Scientist (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr Data Scientist (AI/ML): Designing, deploying, and optimizing production-ready machine learning and Gen AI applications with an accent on data pipelines, RAG solutions, LLMs, and model lifecycle management. Focus on building scalable AI systems, integrating and monitoring models, and supporting the Service Recovery Modernization initiative.
Location: Fort Worth, Texas; hybrid schedule with onsite work Tuesday through Thursday and virtual work Monday and Friday
Company
provides information technology and workforce solutions through a large professional services organization operating across the United States and Canada.
What you will do
- Design, test, deploy, and optimize machine learning and Gen AI applications.
- Build data preparation processes and production-grade data pipelines.
- Develop scalable AI solutions using prompt engineering, classifiers, knowledge bases, RAG solutions, and LLMs.
- Deploy, orchestrate, monitor, debug, and integrate machine learning models.
- Collaborate with data scientists, data engineers, and product partners.
- Support the Service Recovery Modernization initiative.
Requirements
- Master's or PhD degree in a quantitative discipline and 5+ years of relevant experience.
- Proficiency in Python, including production-grade coding, modularization, testing, and performance tuning.
- Hands-on experience building Gen AI applications and deploying machine learning models.
- Experience with ML/AI pipeline development, productionization, model deployment, orchestration, monitoring, and optimization.
- Strong knowledge of statistical and machine learning techniques, SQL, Azure ML, and Databricks.
- Familiarity with ML lifecycle tools such as MLflow, CI/CD, and model monitoring, plus strong communication and problem-solving skills.
Nice to have
- Domain knowledge in the airline industry.
- Experience working in a consulting role.
Culture & Benefits
- Collaborative and innovative team environment.
- Full-time consultants may receive medical, dental, and vision benefits.
- Benefits may include 401(k) contributions, paid time off, sick leave, and other applicable benefits.
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