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Contenu de l'offre Senior Data Scientist - Machine Learning / NLP chez Algolia
Algolia is looking for a Senior Data Scientist willing to help us provide more insights to our users through the vast amount of hidden data included in our usage logs. Your primary focus will be in applying data mining techniques, doing machine learning jobs, and building high quality prediction systems integrated with our products.
No two problems are the same because all the systems evolve all the time. We expect you to be a resilient problem solver who isn’t afraid to think outside of the box and use the knowledge of system interactions in your favor. You’ll also take ownership of complete projects and execute them.
The team is composed of engineers with different backgrounds and experience both in the industry and academia. The diversity works in our favor and you should increase it by bringing your experience, your knowledge and your point of view. Thinking differently is a plus, not a minus. We’re transparent with each other and to other teams both about our success and our failures. This way we learn, we accept our weaknesses and continuously strive to improve both personally and professionally.
Selecting and engineering features to build and optimize prediction and classification systems
Training and tuning a variety of machine learning models
Data mining using state-of-the-art methods
Enhancing data collection procedures to include information that is relevant for building analytic systems
Experience deploying machine learning models used in large-scale systems
5+ years of software development, preferably using Python or Go
Working knowledge of relational databases and query authoring (SQL)
Ideally, some experience with Natural Language Processing
Proven experience in a very fast-paced and continuously changing environment
Ability to make independent decisions and taking ownership for them
Full professional English proficiency
EU work permit
GRIT - Problem-solving and perseverance capability in an ever-changing and growing environment
TRUST - Willingness to trust our co-workers and to take ownership
CANDOR - Ability to receive and give constructive feedback.
CARE - Genuine care about other team members, our clients and the decisions we make in the company.
HUMILITY- Aptitude for learning from others, putting ego aside.
Private Medical Insurance
Life and Disability Insurance
Business Travel Insurance
Relocation support
Company Canteen (high standard)
Flexible work hours and unlimited time off
Competitive pay and equity
Your choice of computer, phone, keyboard, you name it. Everything you need to be efficient!
Coaching and sponsorship to participate and speak at leading industry conferences
Ongoing professional education opportunities through internal & external workshops, including public speaking, language learning (English/French)
Fun: we spend time together — team building, socializing and making tools that encourage getting to know teammates across offices and continents
Charitable contribution matching Unique referral rewards program: refer a candidate, and we’ll donate to your charity of choice
Corporate flats available for the first months of relocation and when you travel to different offices
Fully stocked kitchens
Team workouts
Meals & happy hours