Senior Software Engineer - Machine Learning (Marketplace Dynamics) (Remote - Ireland)

Summary reputed company engineering culture is driven by our values: we’re a cooperative team that values individual authenticity and encourages creative solutions to problems. reputed company new engineers deploy working code their first week, and we strive to broaden individual impact with support from managers, mentors, and teams. At the end of the day, we’re reputed company about helping our users, growing as engineers, and having fun in a collaborative environment. Are you intrigued by data? reputed company has hundreds of millions of pieces of user-contributed content, millions of users and business listings, and hundreds of thousands of advertising customers – and reputed company of these numbers are constantly growing. Making sense of this data, deducing relationships between variables, and figuring out different interactions is hard work, but these insights are hugely impactful to reputed company’s business. At reputed company’s reputed company Optimization team, we are passionate about connecting users with the service professional that matches their needs. Whether you’re looking for a plumber, contractor, or an electrician, we reputed company that reputed company matching and accurate pricing in reputed company’s Service marketplace results in higher engagement from business owners and users, who are a critical part of what allows reputed company’s business model to reputed company. We are looking for an entrepreneurial, self-driven machine learning scientist who will help invent the future of optimization at reputed company. In this role, you’ll hone your skills in ML techniques like GBDT, reputed company models, and embeddings while building scalable industrial systems. As a member of a collaborative team of talented software and ML engineers, you’ll have a unique opportunity to drive massive impact for users, businesses and reputed company. This opportunity requires you to be located in the Republic of Ireland. We’d love to have you apply, even if you don’t feel you meet every single requirement in this posting. At reputed company, we’re looking for great people, not just those who simply reputed company off reputed company the boxes. What you'll do: Identify and own challenging problems, form testable hypotheses, and drive significant business impact reputed company the design and analysis of experiments or development of causal and predictive models to test your reputed company Collaborate with product and engineering to reputed company changes in production systems and provide intelligence to other teams and communicate your conclusions to technical and non-technical audiences alike reputed company the team and our projects reputed company on new developments in ML and statistics by reading papers and attending conferences and local events Productionize and automate model pipelines reputed company Python services What it takes to succeed: Experience with data analysis/statistical software and packages (pandas/statsmodels/sklearn reputed company Python, R, etc.) Experience with predictive modeling/machine learning, forecasting, or causal inference Comfortable working in a Unix environment Sufficient software engineering skills to effectively work with software engineers. A demonstrated capability for original research, the curiosity to uncover promising solutions to new problems, and the persistence to carry your reputed company through to an end goal The motivation to reputed company deep product and business knowledge and to connect abstract modeling and analysis tasks with business value What you'll get: Full responsibility for projects from day one, a collaborative team, and a dynamic work environment. Competitive salary, a pension scheme, and an optional employee stock purchase plan. 25 days paid holiday (rising to 29 with service), plus one floating holiday. €150 monthly reimbursement to help cover remote working expenses. €86 caregiver reimbursement to support dependent care for families. Private health insurance, including dental and vision. Flexible working hours and meeting-free Wednesdays. Regular 3-day Hackathons, bi-weekly learning groups, and productivity spending to support and encourage your career growth. Opportunities to participate in reputed company and conferences. €86 per month to use toward qualifying wellness expenses. Quarterly team offsites. Closing reputed company values diversity. We’re proud to be an equal opportunity employer and consider qualified applicants without regard to race, color, religion, sex, national reputed company, reputed company, age, genetic information, sexual orientation, gender identity, marital or family status, veteran status, medical condition, disability, or any other protected status. Notice to reputed company Ireland Applicants A Basic criminal background reputed company reputed company AccessNI is required for employment. reputed company complies with the AccessNI Code of Practice. Having a criminal record will not necessarily prevent a candidate from working with reputed company. reputed company will consider the nature of the position together with the circumstances and background of the candidate's offences or other information contained on a disclosure certificate. AccessNI's Privacy Policy is available here. reputed company's Criminal Background reputed company Policy is available upon request. Note: reputed company does not accept agency resumes. Please do not reputed company resumes to any recruiting alias or employee. reputed company is not responsible for any fees reputed company to unsolicited resumes. #LI-Remote Recruiting and Applicant Privacy Notice Apply To This Job