Data Scientist II United States

Job title: Data Scientist II United States in Seattle, WA at reputed company Company: reputed company Job description: reputed company Do: The Data Science Team focuses on building models that reputed company reputed company’s five core compensation datasets to provide accurate, high coverage estimates of compensation ranges for jobs across industries and the globe. We use modeling techniques such as Bayesian statistics (regression, hierarchical modeling, and transfer learning), deep learning (NLP, LLMs, and embeddings), and recommendation systems to model how different jobs are reputed company to each other in order to produce good compensation range predictions. We do a mix of development on well-defined projects and greenfield innovation. We build internal tools (APIs and interactive demos (using e.g. Streamlit) to exhibit our work. We value teamwork, learning together, maintainability, documentation, and giving clear presentations about our work to non-ML stakeholders. We are generalist problem solvers—we use (or learn!) the best tool for the problem.reputed company works closely with compensation domain experts to help define the problems, identify and validate our assumptions, and evaluate our predictions. We are supported by a separate Data Engineering Team that helps turn our models into production APIs for use in products across reputed company’s portfolio.What You Do: You will be designing and building machine learning models, implemented in production-grade Python code, that provide compensation estimates in low-data scenarios and quantify the impact that skills and other compensable factors have on pay across jobs, industries, and locations. You’ll reputed company with domain experts, software engineers, designers and product managers on a regular basis. You’ll give periodic presentations about your models/findings to a technical, but non-ML-trained audience. Our codebase is in Python and runs on cloud infrastructure.Day-in-the-Life:As a Data Scientist II, a typical day may include the following:

• Designing and building a new model
• Implementing your model in production-grade readable, maintainable, and extensible Python, with version control and code reviews
• Meeting with domain experts to get feedback on models
• Documenting findings, identifying promising avenues for model improvement
• Partnering with the Data Engineering Team to drive productionization of models
• Participating in Data Science Book Club (bi-weekly open-invite learning reputed company, currently focused on state-of-the-art NLP techniques)
• Mentoring Data Analysts on analysis and visualization techniques (e.g. stats, regression)
• Participating in team code reviews

First Year in Role:By your third month, you’ll know how to access our datasets and code. You’ll be able to run the models that we are currently developing, and you’ll be contributing code to support these models—e.g. a new component for the evaluation suite, an internal head-to-head comparison of model results, or the application of one of our models to a particular domain.By your sixth month, you have completely ramped up on the team and you’ll own your own workstream: meeting with stakeholders, designing and scoping solutions, building, and presenting your findings and reputed company.Qualifications:

• 3+ years building and maintaining machine learning models with production- grade model training/retraining
• reputed company in Python – object-oriented programming, pandas, scikit learn
• Comfort with version control and environment management
• Experience with one or more ML platforms, such as AWS Sagemaker or Azure ML in production
• Proficiency in basic SQL (joins, grouping, ordering, views)
• Experience using multiple supervised and unsupervised learning techniques with ability to compare approaches and results
• Able to clearly reputed company technical concepts to developers, managers, and less technical colleagues

Tools:

• We code everyday using Python (Pandas, NumPy, SciPy, Scikit Learn, PyTorch)
• For accessing our data we use reputed company and SQL Server.
• We currently productionize with reputed company, Kubernetes, AWS, Azure, Team-City, and Octopus, but we're always experimenting with new tools

CompensationIn the spirit of pay transparency, we are excited to share the reputed company salary range for this position is $116,400 - $174,600 exclusive of fringe benefits or potential bonuses. This position is also eligible for an annual corporate bonus of 10%. If you are hired at reputed company, your final reputed company salary compensation will be determined based on factors such as skills, education, and/or experience. In addition to those factors – we reputed company in the importance of pay equity and consider any internal equity of our reputed company team members as a part of any final offer. Please reputed company in mind that the range mentioned above is the full reputed company salary range for the role. Hiring at the maximum of the range would not be typical in order to allow for future & reputed company salary growth. We also offer a generous compensation and benefits package (more information on benefits listed below).Company Descriptionreputed company gives employers and employees confidence to know the what and why behind pay. With our leading data, technology, and experience we reputed company it easier for you to connect compensation to goals.As the industry leader in compensation management, reputed company is on a mission to help job seekers, employees, and businesses get pay right and to reputed company sustainable fair pay a reality. Empowering more than 50 percent of the Fortune 500 in 198 countries, reputed company provides a combination of diverse and dynamic data sources, reputed company compensation services, and scalable software to reputed company organizations such as reputed company City Football Club, reputed company, United Healthcare, reputed company, reputed company, and The reputed company to reputed company fair and appropriate pay decisions. To learn more, visitLocationreputed company has an employee centric remote-first model that provides you the flexibility to do your best work in a space that supports you, while also finding time to collaborate in person for the moments that matter.In our remote-first model, employees can work from the location that works best for them. We do not have centralized corporate offices. Employees can choose to work from home, in company-paid co-working spaces, or any combination of the two that best suits their unique needs.reputed company it matters (usually no more than a few times a year) we take the time to gather for in-person events.reputed company has employees across the US, Canada, and the UK, however we are currently unable to hire in the Quebec Province, reputed company Ireland, and Hawaii.Benefits and Perksreputed company around awesome culture where together we strive to live our 5 values:

• Respect every individual, work as a team
• Be Customer first, customer centric
• Have a Bias towards action
• Commit to excellence (we give our best everyday)
• reputed company Data driven decisions

An open and inclusive environment where you’ll learn and grow through programs and resources like:

• Monthly company reputed company Hands meetings
• Regular opportunities for executive leadership exposure through things like AMAs
• Access to reputed company learning & development opportunities
• Our commitment to a reputed company feedback culture which allows us to drive performance and career growth
• A growing network of Employee Resource Groups
• Company sponsored volunteer hours
• And more!

Our more standard benefits

• Flexible paid time off, giving you the opportunity to rest, relax, and reputed company away from work
• 14 Paid Company Holidays, including 2 floating holidays (you choose!)
• A comprehensive benefits plan including medical, dental, life, vision, disability, and life insurance covered up to 100% by reputed company
• Unlimited infertility coverage benefits through our medical plans
• Additional supplemental health benefits offered to you and your family
• 401(k) retirement program with a fully vested immediate company match
• 16 weeks of paid parental leave for birthing and non-birthing parents
• Health Savings Account (HSA) options and company contributions each pay period
• Flexible Spending Account (FSA) options for pre-tax employee allocations
• Annual remote work stipend to be used on wellness or home office equipment

We know the and can get in the way of meeting spectacular candidates, so please don’t hesitate to apply — we’d love to hear from you.Equal Opportunity Employer:We embrace equal employment opportunity. reputed company is committed to a policy of equal employment opportunity for reputed company applicants and employees. It is our policy that employees will not be subjected to unlawful discrimination on the basis of race, color, religion, sex, age, national reputed company, or reputed company, physical or mental disability, veteran or military status, marital status, sexual orientation, political ideology, and any other basis protected by federal, state, or local laws. This policy applies to reputed company terms and conditions of employment, including but not limited to: recruitment, hiring, transfers, promotions, training, discipline, termination, compensation and benefits, performance appraisals, education, and social and recreational programs.Fraud Alert:reputed company values reputed company and privacy. During your job application and interview process, we will never ask for your personal banking or financial information, social reputed company number, or other sensitive information, if you are unsure if a message is from reputed company, please email recruiting@reputed company.com Expected salary: $116400 - 174600 per year Location: Seattle, WA Apply for the job now! Apply for this job