Atlassian
Atlassian's software powers teams in every industry to collaborate, ideate, and innovate.

Machine Learning Engineer, Confluence Cloud

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Atlassian can hire people in any country where we have a legal entity, assuming candidates have eligible working rights and a sufficient timezone overlap with their team. As our offices re-open, Atlassians can choose to work remotely or return to an office, unless it’s necessary for the role to be performed in the office. Interviews and onboarding are conducted virtually, a part of being a distributed-first company.


Confluence Cloud enables teams to build, organize, and collaborate on work in one place from virtually anywhere. It is a team workspace where knowledge and collaboration meet. We are on a journey to offer more insights and smarts to our users. For that, we are looking for a Machine Learning Engineer or Data Scientist to join our Confluence Cloud Insights team based in Mountain View, CA.

In this role, you’ll get to

  • Work with large datasets of text and behavioral data for feature engineering
  • Build and test ranking models for search, feed, and related lists
  • Deliver significant business impact for our customers
  • Help us understand and improve customer experiences using advanced text analytics and machine learning models

On your first day, we will expect you to have

  • Bachelor or higher degree, or its equivalent, in Computer Science or a related technical field or equivalent practical experience
  • 2+ years of related industry experience in the data science domain
  • Proficiency in Python and Java languages
  • Proficiency with industry-standard data science frameworks or libraries (e.g. Spark, pandas, scikit-learn, TensorFlow, PyTorch, Keras, SpaCy, etc.)
  • Proven track record of delivering quality data analysis, model building, and delivering customer impact with a machine learning solution
  • Excellent communication skills in written and verbal forms, and an ability to communicate complex technical issues to a range of technical and non-technical audiences (management, peers, clients)
  • Passion to solve complex problems and keep users in mind
  • Passion for learning and always improving yourself and the team around you

It's great, but not required, if you have

  • Peer-reviewed scientific paper or delivered talk at a relevant conference
  • Development experience with search, e.g., using Elasticsearch
  • Development experience with big data systems and interfaces, e.g., Databricks
  • Development experience with AWS services
  • Development experience with large-scale distributed systems
  • Practical knowledge of agile software development methodologies (e.g., Scrum)

We are always growing, learning, and adapting, in and out of the office. You'll be joining a team that is highly engaged and direct. We help each other to constantly improve our work and reach our potential. We're dedicated to being agile, which means we're constantly learning about our users' experience and iterating as much as necessary to improve it. We also know all too well the importance of validating assumptions about users and use various types of testing to ensure we're right (or discover where we're wrong). It's all about improving our user's experience no matter who or where it is.



More about our benefits


Whether you work in an office or a distributed team, Atlassian is highly collaborative and yes, fun! To support you at work (and play) we offer some fantastic perks: ample time off to relax and recharge, flexible working options, five paid volunteer days a year for your favourite cause, an annual allowance to support your learning & growth, unique ShipIt days, a company paid trip after five years and lots more.


More about Atlassian


Creating software that empowers everyone from small startups to the who’s who of tech is why we’re here. We build tools like Jira, Confluence, Bitbucket, and Trello to help teams across the world become more nimble, creative, and aligned—collaboration is the heart of every product we dream of at Atlassian. From Amsterdam and Austin, to Sydney and San Francisco, we’re looking for people who want to write the future and who believe that we can accomplish so much more together than apart. At Atlassian, we’re committed to an environment where everyone has the autonomy and freedom to thrive, as well as the support of like-minded colleagues who are motivated by a common goal to: Unleash the potential of every team.


Additional Information


We believe that the unique contributions of all Atlassians is the driver of our success. To make sure that our products and culture continue to incorporate everyone's perspectives and experience we never discriminate on the basis of race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status.


All your information will be kept confidential according to EEO guidelines.


If your experience looks a little different from what we’ve identified and you think you can rock the role, we’d love to learn more about you.


Learn more about Atlassian’s culture, interviewing flow, and hiring process by checking out our Candidate Resource Hub.

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What are Atlassian Perks + Benefits

Atlassian Benefits Overview

Our offices are open, highly collaborative and yes, fun! To support you at work (and play) we offer some fantastic perks: ample time off to relax and recharge, five paid volunteer days a year for your favorite cause, plenty of food and drinks, ergonomic workstations, employer-paid insurance coverage for you and your family, pension and more.

We're a global company and each of our office locations also has its own unique perks and benefits. Some of our benefits vary slightly by location.

Culture
Volunteer in local community
Partners with nonprofits
Open door policy
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Flexible work schedule
Remote work program
Diversity
Documented equal pay policy
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Diversity manifesto
Mean gender pay gap below 10%
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Wellness programs
Team workouts
Mental health benefits
Financial & Retirement
401(K)
401(K) matching
Company equity
Performance bonus
Charitable contribution matching
Child Care & Parental Leave Benefits
Childcare benefits
Generous parental leave
Family medical leave
Adoption Assistance
Company sponsored family events
Vacation & Time Off Benefits
Unlimited vacation policy
Generous PTO
Paid volunteer time
Paid holidays
Paid sick days
Office Perks
Commuter benefits
Company-sponsored outings
Free daily meals
Free snacks and drinks
Some meals provided
Company-sponsored happy hours
Onsite office parking
Pet friendly
Relocation assistance
Fitness stipend
Home-office stipend for remote employees
Onsite gym
Professional Development Benefits
Job training & conferences
Tuition reimbursement
Lunch and learns
Promote from within
Mentorship program
Continuing education stipend
Continuing education available during work hours
Online course subscriptions available
Customized development tracks
Paid industry certifications

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