Search Data Scientist

BunnyStudio
50-100 employees
Data Scientist
2 weeks ago
  • 4 days per week
  • ๐Ÿ•’ 32 hrs / week
  • ๐ŸŒŽ 100% Remote

About Bunny Studio

Bunny Studio is the worldโ€™s only project fulfillment platform that provides over 50 end-to-end creative services. Powered by technology and run by humans, it works with the top 4% of global professionals to deliver voiceovers, writing, video, design services, and more, in over 100 languages. With an extensive database of over 13,000 pre-vetted professionals, we back our risk-free policy with 24/7 support and lightning turnaround times. Our platform also renders developers and agencies unrivaled capabilities to scale their creative needs on-demand through its unique API integration. With Bunny Studio, our clients can expect predictable outcomes, affordability, and ingenuity always.

We are currently looking for an Intermediate Search Data Scientist to join our team! This is your invitation to raise your bar and team up with the world's best creatives. We have built an environment where our team members help each other proactively to thrive. Where a sense of humor is valued as much as technical and human skills.

๐Ÿฐ Our team: We're currently with 87 people globally distributed. Over the last 12 months, we've grown the team by ~80%. We come from different backgrounds; scientists, parents, designers, historians, engineers, writers, audio-visual producers, travelers, athletes, voice artists, pet-lovers, and more. We're all bunnies. As a collective, we refer to ourselves as the fluffle.

๐ŸŒ Our location: We're a remote-first team. We work from Brazil, Nigeria, The Netherlands, The Philippines, Colombia, Argentina, England, Uruguay, among other places. We don't have an office.

๐Ÿš€ Our launching year: We were created in 2011 during a hackathon and launched in February 2012.

๐Ÿ’– Our clients: We've partnered with more than 15,000 businesses, to help them scale their creative needs over the years.

๐Ÿ’ธ Our investments: We're a bootstrapped business. We grow our investment capacity by bringing more value to our clients.

About the role

As the Search Data Scientist, youโ€™ll be responsible for developing machine learning-powered search and ranking models. You will discover customer intent, add personalization to the results, and show the most relevant content. Youโ€™ll determine answers to questions such as: What is the user looking for and what is the most suitable solution for their job? How relevant are our services to the customer and how can we infer that in real-time? How do we create real-time embeddings of users' intent, interests, and context and use them to power rankings? How can we improve the purchase flow regarding the search functionality?

You'll be heavily involved in one of our squads focussed on improving search.

Practicals

๐Ÿ’ก Challenges you'll work on

For the first six months you are expected to help us work on the following challenges: Create an overall strategy to find and present the relevant results given a query within the creative services market. Possible results include services, samples, talents, and their descriptive attributes.

๐Ÿ”Ž Specifics on the responsibilities

Your key responsibilities will be:

  • Design, build, and train models to find the most relevant content throughout the entire platform. The relevance of the content will depend on the intent of the customer regarding the service, sample, talent, and attributes.
  • Create new and improved search ranking algorithms to classify results, sort, and assess the relevance of the results.
  • Manage the filtering strategy, such that customers are able to effectively interact with results and refine their search queries.
  • Build, deploy, and optimize machine learning models for recommendations for cross-selling, up-selling, and finding substitutes to talents and services.
  • Leverage machine learning techniques to solve Natural Language Processing (NLP) problems, such as content understanding, language understanding, recommendation features, and chatbots.
  • Extract information from potential results to tag and enrich them, so that they are easier and faster to find.
  • Conduct exploratory data analysis to identify opportunities to improve the search algorithms and generate product enhancements.
  • Track and improve the performance of search algorithms within the platform.

๐Ÿ“ˆ KPIs for this role

  • Conversion and GMV from search
  • Conversion and GMV from recommender systems
  • Speed of search bars and generation of results
  • UX qualitative assessment of search functionality
BunnyStudiobunnystudio.com

Bunny Studio is the most diverse and widely-used online creative services platform available.

Working week

It started with an 8 week experiment in June 2020, but as of November we continuing the 4 day work week experiment

  • Mon
  • Tue
  • Wed
  • Thu
  • ๐Ÿ–๏ธ
    Fri

We are 100% Remote

We are a team of 87 and growing

Other benefits

  • Health insurance
  • Flexible working hours
  • Generous parental leave
  • Team retreats