Algemene informatie

Land
Tunesië
Stad
Tunis
Vacature ID:
41734
Afdeling
Development
Experience Level
MID_SENIOR_LEVEL
Employment Status
FULL_TIME
Workplace Type
Hybrid

Beschrijving & Vereisten

The Infor Revenue Management System (RMS) team is seeking a talented Data Scientist with a specialization in Machine Learning . 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…).


Our team works on end-to-end problem solving. This starts with understanding the business problem, prototyping, modeling solutions, designing data pipelines, and at the end implementing algorithms in production systems.
As a senior data scientist, you are expected to have experience in using your analytical, statistical, and programming skills to collect, analyze, and interpret real-world customer data. You will then use this information to develop data-driven solutions to solve business related challenges.

Essential Duties:

  • Apply advanced scientific knowledge to build and test AI / ML approaches.
  • Design experiments, prototype and optimize different AI / ML techniques to develop existing and new product features.
  • Clean, verify the integrity of complex data and perform Exploratory Data Analysis (EDA).
  • Write summaries and reports to present technical findings/conclusions and project status updates.
  • Help on optimizing the existing processes and procedures and troubleshoot technical issues.
  • Program and write maintainable and well-documented code.
  • Mentor junior Data Scientists/interns.
  • Perform other duties as assigned.

Qualifications Required:

  • Intelligent, fast-thinking and highly motivated with a strong problem-solving and analytical skills.
  • Experience with Python (Jupyter, NumPy, Pandas, etc) must have experience in at least one of the common data science toolkits, such as scikit learn, Tensorflow, PyTorch, etc.
  • SQL for databases querying.
  • Operational research or revenue management science skills would be good to have.
  • Clear knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, etc.) and their applications.
  • 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.

Preferred Qualifications:

  • Master degree, Engineer or Ph.D in computer science or Data science


About Infor

Infor is a global leader in business cloud software products for companies in industry specific markets. Infor builds complete industry suites in the cloud and efficiently deploys technology that puts the user experience first, leverages data science, and integrates easily into existing systems. Over 60,000 organizations worldwide rely on Infor to help overcome market disruptions and achieve business-wide digital transformation. 
For more information visit 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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