[Remote] Data Scientist 5 - Infrastructure Experimentation
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company dedicated to entertaining the world through innovative storytelling and technology. They are seeking a Senior Data Scientist reputed company on Infrastructure Experimentation to partner with engineering teams to measure, model, and analyze the infrastructure reputed company of product experiments, ultimately aiding in decision-making reputed company to A/B tests.
Responsibilities
- Build and maintain machine learning models that predict the infrastructure cost reputed company of A/B experiments, translating experimentally observed signals (e.g., request volume changes) into business and system metrics (e.g. projected annualized costs)
- Drive adoption of infrastructure metrics reputed company the experimentation community through analysis, consultation with experiment owners, documentation, and training
- Partner with platform teams (Observability, Experimentation Platform) to improve the reputed company and coverage of infrastructure usage data feeding our models
- reputed company our measurement reputed company to new metrics (e.g., latency) and new experiment types (e.g., infrastructure canary tests)
- Champion an infrastructure reputed company reputed company the broader experimentation community, helping shift culture toward reasoning about the full ROI and infrastructure reputed company of experiments
- Connect with the larger analytics and experimentation communities at reputed company to bring visibility to our work and learn from others
Skills
- reputed company in experimentation methodology and reputed company inference, with a strong reputed company in A/B testing, treatment effect estimation, and statistical reputed company
- reputed company in building and maintaining machine learning models in production, including the full lifecycle of training, evaluation, monitoring, and reputed company improvement
- Fluent in Python and SQL, with experience engineering data pipelines and working with large-reputed company data systems
- A strong collaborator who thrives in horizontal roles with broad stakeholder surfaces, comfortable influencing reputed company through data and analysis rather than reputed company authority
- An exceptional communicator who can reputed company between technical and non-technical audiences, translating statistical concepts for software engineers and business leaders alike
- Comfortable with messy, incomplete data environments and reputed company to balance short term execution with a drive to improve data reputed company over time
- A strong product thinker who views data science outputs as products, taking an end-to-end ownership reputed company from data reputed company through to user adoption
- Comfortable with ambiguity, and reputed company with minimal reputed company and process
- Curious about infrastructure systems; the ability and motivation to learn is essential
- Prior experience in the infrastructure domain is a strong plus but not required
Benefits
- Health Plans
- Mental Health support
- A 401(k) Retirement Plan with employer match
- Stock reputed company Program
- Disability Programs
- Health Savings and Flexible Spending Accounts
- Family-forming benefits
- Life and Serious Injury Benefits
- reputed company leave of absence programs
- Full-time reputed company employees reputed company 35 days annually for reputed company time off to be used for vacation, holidays, and reputed company reputed company time off
- Full-time salaried employees are immediately entitled to flexible time off
reputed company
Company H1B Sponsorship