Machine Learning Scientist

2 weeks ago

Dublin, Dublin City, Ireland Intercom Full time

Intercom is an AI-first customer service platform that helps businesses deliver better, faster, more personalized support.

Intercom is bringing AI-first Customer Service to the world, dramatically improving experiences for customers, support agents, and managers alike.Modern, fast, and easy-to-use, Intercom's complete AI-first Customer Service Platform enhances the customer experience, improves operational efficiency, and scales with our customers' business every step of the way. Intercom is also the most innovative and fastest improving product on the market. Shipping over 200 product improvements every year, Intercom is bringing AI features to market before anyone else.

What's the opportunity?

Intercom's Machine Learning team is responsible for defining new ML features, researching appropriate algorithms and technologies, and rapidly getting first prototypes in our customers' hands.

We are an extremely product focussed team. We work in partnership with Product and Design functions of teams we support. Our team's dedicated ML product engineers enable us to move to production fast, often shipping to beta in weeks after a successful offline test.

We are very passionate about applying machine learning technology, and have productized everything from classic supervised models, to cutting-edge unsupervised clustering algorithms, to novel applications of transformer neural networks. We test and measure the real customer impact of each model we deploy.

What will I be doing?

Identify areas where ML can create value for our customers

Identify the right ML framing of product problems

Working with teammates and Product and Design stakeholders

Conduct exploratory data analysis and research

Deeply understand the problem area

Research and identify the right algorithms and tools

Being pragmatic, but innovating right to the cutting-edge when needed

Perform offline evaluation to gather evidence an algorithm will work

Work with engineers to bring prototypes to production

Plan, measure & socialize learnings to inform iteration

Partner deeply with the rest of team, and others, to build excellent ML products

What skills might I need?

1-3 years of ML experience . Ideally, in a fast-moving environment (like Intercom), but it's also fine if you worked on interesting and complex problems in research (e.g. as a postdoc or a research assistant, or even in your PhD) Intermediate programming skills . You should be comfortable with writing code (mostly) autonomously, considering edge cases and knowing how to test your work Solid theoretical foundation in stats and ML.  We don't expect you to know how an LLM like Mistral works at low level (although it's great if you do know it), but you should be well-familiar with things like classification and regression, as well as testing of statistical hypotheses and evaluation of ML models Scientific mindset.  You're naturally critical and rely on data and evidence when making judgements. You're ready to abandon ideas that turned out to be bad, even if they were your own Strong communication skills.  You mostly will be communicating to members of engineering teams, but occasionally you'll also have to explain something to a less technical person

Bonus skills & attributes

Advanced education in ML or related field (e.g. PhD or MSc) Deep experience in NLP or LLMs Strong visualisation and data wrangling skills

Benefits

We are a well treated bunch, with awesome benefits If there's something important to you that's not on this list, talk to us :)

Competitive salary and equity in a fast-growing start-up

We serve lunch every weekday, plus a variety of snack foods and a fully stocked kitchen

Regular compensation reviews - we reward great work

Peace of mind with life assurance, as well as comprehensive health and dental insurance for you and your dependents

Open vacation policy and flexible holidays so you can take time off when you need it

Paid maternity leave, as well as 6 weeks paternity leave for fathers, to let you spend valuable time with your loved ones

If you're cycling, we've got you covered on the Cycle-to-Work Scheme. With secure bike storage too 

MacBooks are our standard, but we're happy to get you whatever equipment helps you get your job done

We are a diverse bunch of people and we want to continue to attract and retain a diverse range of people into our organisation. We're committed to an inclusive and diverse Intercom We do not discriminate based on gender, ethnicity, sexual orientation, religion, civil or family status, age, disability, or race.

Policies 

Intercom has a hybrid working policy. We believe that working in person helps us stay connected, collaborate easier and create a great culture while still providing flexibility to work from home. We expect employees to be in the office at least two days per week.

We have a radically open and accepting culture at Intercom. We avoid spending time on divisive subjects to foster a safe and cohesive work environment for everyone. As an organization, our policy is to not advocate on behalf of the company or our employees on any social or political topics out of our internal or external communications. We respect personal opinion and expression on these topics on personal social platforms on personal time, and do not challenge or confront anyone for their views on non-work related topics. Our goal is to focus on doing incredible work to achieve our goals and unite the company through our core values.

Intercom values diversity and is committed to a policy of Equal Employment Opportunity. Intercom will not discriminate against an applicant or employee on the basis of race, color, religion, creed, national origin, ancestry, sex, gender, age, physical or mental disability, veteran or military status, genetic information, sexual orientation, gender identity, gender expression, marital status, or any other legally recognized protected basis under federal, state, or local law.

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