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

Senior Machine Learning Engineer, Data Science

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Atlassian is continuing to hire with all interviewing and on-boarding done virtually due to COVID-19. All new and existing Atlassians will continue to work from home until it’s safe to return to our offices. When our offices re-open, we will provide the choice to work from home or return to work in an office unless a job requirement makes it necessary for a particular role to be performed at an Atlassian office.


Do you have a passion for crafting products and insights with data? Do you love the idea of rapidly iterating on new features and finding the ones which move the needle and hit customer engagement out of the ballpark? Would you like to drive real change at the world’s hottest SaaS company?

 

Atlassian is looking for a Senior Machine Learning Engineer to join our Data Science team based in Mountain View CA. We are looking for someone passionate about data science and its applications to create business value. You enjoy working with ground breaking technology, and you relish the opportunity to make an impact to the way millions of users use our products in their day-to-day work. You are able to work effectively with a variety of other teams across the company.


In a data-hungry place like Atlassian experiencing rapid growth, business opportunities from the application of data science abound. Join us for the opportunity to do groundbreaking applied machine learning work that will help craft the Atlassian user experience!

 

In this role, you'll get to

  • Construct and refine AI algorithms to optimize our marketing and on-boarding funnels
  • Craft machine learning and predictive models to drive intelligent product features
  • Work with our seriously large volume of analytics data
  • Define and build out scalable distributed infrastructure to support our vision of optimized real-time personalization across the portfolio of Atlassian products
  • Extend existing ML libraries and frameworks
  • Research and implement appropriate ML algorithms and tools
  • Provide technical leadership and influence data-driven optimization efforts.
  • Challenge and enrich yourself in an environment of like-minded engineers and data scientists, and most importantly have fun! 

On the first day, we'll expect you to have

  • U.S. Bachelor or higher degree, or its equivalent, in Computer Science, Information Technology, Information Systems Management or a closely related field of study
  • 5+ years of related industry experience in a data science or engineering domain
  • Development experience in a Python/ Java/ Scala
  • Experience working in an Agile environment
  • Extensive data modeling and data architecture skills
  • Knowledge of Spark or other distributed cloud computing systems
  • Experience developing, building and scaling machine learning models in business applications using large amounts of data
  • Strong written and verbal communication skills

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

  • Experience working in an enterprise or B2B space, as well as the consumer or B2C space
  • Working knowledge of DataBricks environment
  • Experience with ML platforms such as MLflow, MLeap, MichelAngelo
  • Knowledge of A/B experimentation

This team is being built within the broader Analytics group and tasked to pursue business opportunities that can generate revenue or MAU improvements. The team works multi-functionally across the organization, using insights generated by marketing and product analytics that can be scaled or automated to generate business value. The team will be highly forward-thinking, with a focus on velocity between ideation and initial output, and laser-focused on business impact.


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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