Https://corporate.lastminute.com/careers/job/?id=743999958216793&jobName=Machine%20Learning%20Scientist
The Company Launched in 1998, this pioneering British-born brand has specialised in creating amazing experiences and unforgettable memories – from hotels, city breaks and holidays to theatre, entertainment and spa days. Experts in brightening up online travel, lastminute.com is among the worldwide leaders in the field, helping hundreds of thousands of customers every year find, and do, “whatever makes them pink”.
lastminute.com is the European Travel-Tech leader in the dynamic holiday packages business, uniquely positioned to drive innovation-led growth.
Every month, lastminute.com reaches across all its websites and mobile apps (in 17 languages and 40 countries) 60 million unique users that search for and book their travel and leisure experiences. More than 1,200 people enjoy working with us and contribute to provide our audience with a comprehensive and inspiring offering of travel related products and services
At the heart of our culture is a commitment of inclusion across race, gender, age sexual orientation, religion, gender identity or expression and accessibility. We strongly believe in an equal opportunity space, which is welcoming and celebrates the uniqueness of everyone who works here. We value different lived experiences and respect viewpoints, as we know unicity drives innovation. We want to make sure our people reflect the communities across the world we help travel.
Job Description We are looking for a highly qualified and motivated Machine Learning Scientist to work with learn to rank and recommendation problems. The selected candidate will be part of a cross-functional team composed of machine learning scientists, data scientists, and machine learning engineers.
Key Responsibilities
Develop complex analysis putting together different sources of data to identify patterns and anomalies
Develop effective machine learning solutions to deal with challenging real-world problems
Collaborate in a cross-functional team, including machine learning scientists, machine learning engineers, and data scientists
Effectively manage incidents and problems, identify root causes, and implement remediation actions.
Qualifications Excellent knowledge of Python and SQL
At least 2 years of experience or a Ph. D. in Computer Science, Physics, or Mathematics
Good knowledge of Supervised methods (Classification, Regression)
Good knowledge of Unsupervised methods (Clustering, Feature Selection, Dimensionality Reduction)
Good knowledge of Reinforcement learning with a focus on multi armed bandit theory
Knowledge of the most important Python libraries for Machine Learning and Data Analysis
Experience with distributed version control systems
Able to formalize a complex problem, prepare a plan, and clearly communicate the findings
Bonus points if you have
Experience with NoSQL databases
Additional Information By joining our company, you will have the chance to:
Join a dynamic team in an inclusive-international environment
Grow thanks to the career journey and our internal mobility perspective
Manage your own schedule thanks to the flexible start and end of the working day
Work a shorter working week (36h), of which 4 hours on Friday morning
Get focus time for learning, development, research, and deep work on Friday mornings
Work partially or fully remote according to local laws
Enjoy continuous training thanks to our company platform
Benefit from employee discounts on travel
Receive 2 days off per year for the purpose of volunteering
Receive a bonus after 5 and one after 10 years in the company
Get free snacks / fruit / hot drinks / water / beverages at our offices
Participate in amazing winter and summer corporate events
Benefit from extended parental or marriage leave
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