基本信息

国家
Tunisko
城市
突尼斯
职位编号
41733
部门
Development
Experience Level
MID_SENIOR_LEVEL
Employment Status
FULL_TIME
Workplace Type
Hybrid

描述和要求

The Infor Revenue Management System (RMS) team is seekin a talented Senior Data Scientist with a specialization in Machine Learning (especially GenAI & LLMs). Infor RMS is one of the market leading solutions developed for the hospitality industry and installed within the biggest hotel groups in the world.

Infor RMS is a revenue management cloud-based solution that automatically, on a daily basis, calculates demand and revenue forecasts, while recommending appropriate selling strategies. Those recommendations are then uploaded to hotels’ websites or to online travel agencies (Booking.com, Expedia…).

As a senior data scientist, you are expected to have expertise in natural language processing (NLP). The ideal candidate will possess a strong background in statistics, machine learning, and data analysis, with a proven track record of finetuning, prompting and deploying state of the art LLMs. The role requires a deep understanding of LLMs and how to use them to extract insights from data.

Your Responsibilities Include

  • Prompt Engineering: Use your knowledge in prompt engineering techniques to write efficient and accurate prompts to extract insights out of structured and unstructured data.
  • LLM Finetuning & Integration: Train state of the art LLMs on synthetic data and ensure they integrate seamlessly into our business processes.
  • Data Analysis and Interpretation: Conduct in-depth analysis of historical data and trends to identify patterns, correlations, and anomalies that can inform future business strategies.
  • Documentation and Communication: Program and write maintainable and well-documented code and write summaries and reports to present technical findings/conclusions and project status updates.


Knowledge and Skills, You Bring to the Organization

  • Intelligent, fast-thinking and highly motivated with a strong problem-solving and analytical skills.
  • Proven experience in a data science role with a focus on NLP (especially LLMs) and insights generation out of structured and unstructured data.
  • Experience with prompt engineering techniques, LLM finetuning and familiarity with LLM-based workflows/architectures such as retrieval-augmented generation.
  • Experience with Python (NumPy, Pandas, etc) must have experience in at least one of the common LLM toolkits, such as Langchain, LLamaIndex, etc…
  • SQL for databases querying.
  • Clear knowledge of a variety of machine learning techniques (especially for time series forecasting) and of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, etc.) is a huge plus.
  • Excellent presentation, written, and verbal communication skills for coordinating across teams.
  • Good balance between Data Science and Software Development.
  • Be able to work independently and as part of a team.




关于Infor

Infor是面向特定行业市场的企业提供商业云软件产品的全球领导者。Infor在云中构建完整的行业套件，并有效地部署将用户体验放在首位的技术，利用数据科学，并轻松集成到现有系统中。全球超过60,000家组织依靠Infor来帮助克服市场中断并实现全业务范围的数字化转型。 
更多信息请访问www.infor.com 

Our Values

At Infor, we strive for an environment that is founded on a business philosophy called Principle Based Management™ (PBM™) and eight Guiding Principles: integrity, stewardship & compliance, transformation, principled entrepreneurship, knowledge, humility, respect, self-actualization. Increasing diversity is important to reflect our markets, customers, partners, and communities we serve in now and in the future.

We have a relentless commitment to a culture based on PBM. Informed by the principles that allow a free and open society to flourish, PBM™ prepares individuals to innovate, improve, and transform while fostering a healthy, growing organization that creates long-term value for its clients and supporters and fulfillment for its employees.

Infor is an Equal Opportunity Employer. We are committed to creating a diverse and inclusive work environment. Infor does not discriminate against candidates or employees because of their sex, race, gender identity, disability, age, sexual orientation, religion, national origin, veteran status, or any other protected status under the law. If you require accommodation or assistance at any time during the application or selection processes, please submit a request by following the directions located in the FAQ section at the bottom of the infor.com/about/careers webpage.

At Infor we value your privacy that’s why we created a policy that you can read here.

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