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data-analytics

Senior Machine Learning Specialist

About Typeform

One sunny Barcelona morning, two designers sat down to build a beautiful lead gen form for a bathroom company’s showroom. They ended up reimagining the data collection experience, and realized it was one idea they wouldn’t be flushing down the toilet. Today, Typeform is a team of over 300 people from more than 35 countries, with offices in Barcelona, Spain and San Francisco, US.

We’re building a world where brands, businesses, and their communities can have more personal relationships with the people who matter most. To do this, we give people the tools they need to have conversational experiences at scale—because meaningful relationships start with conversations.

From online lead forms and engaging quizzes, to face-to-face encounters in the office, help us build more meaningful relationships, one conversation at a time.

About the Role

Every month, tens of millions of people respond to surveys, fill check-out forms, inquire about products, and plan work with Typeform. We want to make this experience seamless, effortless, intuitive, and adaptive to each respondent, and Machine Learning (ML) is a crucial pillar to achieve this purpose.

That's where you come in. We're looking for Senior ML Specialists to tackle complex problems collaboratively.

As a member of the ML team, you will team up not only with ML and Data Engineers but also with Product Managers, Designers, Data Scientists, and Software Engineers to design scalable state-of-the-art ML models behind some of the key product features, as well as models that power our product intelligence. You will be involved in all steps of the models' lifecycle. And you'll have to ensure that we balance end-to-end product delivery and maintenance, perform exploratory investigations for existing model improvements and new model development.

The critical areas of exploration and development include:

  • Recommender Systems  aimed at helping our customers discover more features and applications of Typeform in their businesses through a more personalized experience.
  • User modelling by means of supervised and unsupervised ML models (regression and classification modeling, clustering, etc.).
  • NLP models that can help guide our customers create better forms and obtain more and better responses.
  • Models to evolve our forms into conversational agents capable of handling bi-directional conversations and responding to goal-oriented requests that do not follow a traditional tree structure associated with forms or traditional chatbots.

About you

You have experience working on production-ready ML solutions and data products.

You understand the scalability and performance trade-offs between different frameworks, model architectures, and how to develop and maintain the ML pipeline in distributed and non-distributed environments. You have worked with Software Engineering teams to improve the product architecture and allow for easy deployment of ML models.

Here's what you´ll do: 

  • Work in the cross-functional Product Intelligence team, owning the ML model development cycle: ideation, exploration, design, development, QA, experimentation, deployment and maintenance.
  • Partner with the team Product Manager to ideate solutions to the identified problems.
  • Partner with ML and Data engineers to meet non-functional requirements of ML services.
  • Drive further improvement to our workflow for experimenting, developing, and testing new ML algorithms.

About You

Here's what we are after:

  • You have proven experience as an ML Specialist, with a record of building ML solutions.You have experience with Python, scikit-learn or similar ML frameworks,
  • You have demonstrated expertise in the areas of Recommender Systems or User modelling or NLP.
  • You are an "engineer at heart", take pride in producing clean, modular code, and have experience working with version control and continuous integration tools.
  • You are entrepreneurial, self-directed and strongly biased towards action. 
  • You are a great team player.
  • You are comfortable with a continuous feedback culture.
  • You have good communication skills, and the ability to convey complex/technical solutions to non-technical audiences.
  • You love to learn and continuously invest time to improve your skills.
  • You are fluent in English and enjoy working in a multicultural environment.

Bonus round (not compulsory, but you’ll hit the high score):

  • Experience working closely with Product is a plus.
  • Experience in Deep Learning (DL) modelling and frameworks such as Tensorflow or PyTorch.
  • Experience in NLP and conversational interfaces is a plus.
  •  

Interested? Hit Apply now and show us what you’ve got.

*Today, more than 2.5M people from all over the world use Typeform. We celebrate the diversity of our customer base, and we want our employees to reflect those differences. At Typeform, we’re committed to equal employment opportunity regardless of race, colour, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status. We strive to be a more equal opportunity workplace.

Still browsing?

Like rummaging around the back of your couch, you won’t always find what you’re looking for straight away. Check out our other open positions.

Why work at Typeform?

Good question. Here are a few reasons...
Culture

Scaling a meaningful culture

We start from empathy, always with the customer in mind. We bring our best everyday, owning our mistakes, remaining accountable, delivering results fast and learning faster. We win (and lose) together. And we encourage each other along the way, adding a human touch.
Slippers

Make yourself at home

Today we are a Hybrid company, learning to get the best of in-office and WFH environments, constantly learning and improving to help everyone have the best setup for success. Some examples are: top-notch gear, WFH setup + monthly support allowance, private health insurance, mental health support, discounted gym access, wonderful events and many other perks.
Flexible

Flexibility is king

As we scale, we are upgrading our ways of working to adapt to a more asynchronous way of working, which combined with all the flexibility you need to perform like a grown-up who does not need to be chased, eases night-owls and early birds from all over the world to go the extra mile and deliver their best work ever.
Nationalities

Over 35 nationalities

Typeform is a diverse and inclusive group of professionals from all over the world on a mission to Inspire brands to have meaningful conversations, at scale. With so many different perspectives, we get to learn from each other, improving ourselves every day.
Books

Keep on learning

At Typeform, you'll learn something new every day. Growing fast means more opportunities for everyone, and we encourage you to drive your own journey with us and keep developing yourself professionally with your own L&D budget.
spanish

¿Me entiendes?

If you just moved to Spain, our language courses can help you settle fast. You'll feel home in no time. Working from another location? You are welcome to join and improve your language skills! After all, as they say, those that conjugate together, stay together.

How you ask is everything.