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Senior Data Scientist - AI Ethics

Company: Indeed
Location: Austin
Posted on: September 24, 2022

Job Description:

Your Job As a member of the AI Ethics team at Indeed, you'll work within the Environmental, Social, and Governance (ESG) organization and across the business to build tools, systems, and processes that advance responsible and inclusive AI. Your work will directly contribute to Indeed's mission of helping all people get jobs by reducing bias and increasing fairness in our algorithmic systems. You will have the opportunity to work with machine learning and artificial intelligence systems of widely varying scope and complexity and your work will directly impact the development of more inclusive products. We are a multi-disciplinary team that sits at the intersection of applied research and technical execution with high visibility, high impact, and enthusiastic support. Responsibilities: Design, build, and run large-scale systems to evaluate the impact of machine learning models and algorithmic products on fairness in the labor market
Quickly understand, reason about, and interact with diverse and complex machine learning training pipelines and production architectures to understand and diagnose potential sources of bias
Develop bias and fairness measurements that map to varying legal and regulatory definitions and integrate them into large-scale, complex machine learning systems
Partner with software engineering and implement solutions for fairness observability and intervention
Research and develop methods that measure inequities in datasets, models, or products
Partner closely with data scientists, product scientists, software engineers, product teams, security, privacy, legal, and other stakeholders to define and implement ethical data practices
Translate complex, ambiguous questions into concrete analysis and action
Communicate findings to diverse technical and non-technical stakeholders with differing perspectives and needs Who You Are Requirements: 5+ years of recent professional industry experience in data science/software engineering
Expertise in machine learning and statistical modeling
Excited to answer product/engineering questions with data
Strong communication and collaboration skills
Ability to write and present results to both technical and non-technical audiences
Driven to proactively help their teammates and Indeed's products
Experience designing and conducting complex projects
Strong ability to code in Python We get excited about candidates who: Are passionate about diversity and inclusion in hiring
Ph.D. or M.S. in a quantitative field (e.g., Quantitative Social Science, Computer Science, Statistics, Applied Mathematics, Physics, Machine Learning)
Have expertise within AI ethics, including algorithmic fairness, accountability, transparency, and privacy-enhancing technology
Are familiar with recent developments in deep learning, especially in natural language processing, explainability and interpretability, and the intersection thereof
Have experience working in the intersection of technology, society, and ethics
Have expertise in labor market discrimination
Have full stack experience in data collection, aggregation, analysis, visualization, productionization, and monitoring of data science products
Are proficient in small data modeling work: Python, R, Julia, Octave
Are proficient in big data modeling work: Hadoop, Pig, Scala, Spark
Can fish for data: SQL, Pandas, MongoDB
Deploy data science solutions: Java, Python, C++
Communicate concisely and persuasively with technical and non-technical audiences #outandequal Who we are As Indeed continues to grow, our Environmental, Social and Governance (ESG) group ensures that society will also benefit across a broad range of disciplines - Diversity, Inclusion & Belonging (DI&B), Accessibility, Social Impact, Environmental Sustainability, Governance, and AI Ethics. We're changing the way the world hires, for good. Apply today and #BelongAtIndeed Our Mission As the world's number 1 job site*, our mission is to help people get jobs. We strive to cultivate an inclusive and accessible workplace where all people feel comfortable being themselves. We're looking to grow our teams with more people who share our enthusiasm for innovation and creating the best experience for job seekers. (*comScore Total Visits, September 2021) Salary Range Disclaimer The base salary range represents the low and high end of the Indeed salary range for this position. Actual salaries will vary depending on factors including but not limited to location, experience, and performance. The range listed is just one component of Indeed's total compensation package for employees. Other rewards may include quarterly bonuses, Restricted Stock Units (RSUs), an open Paid Time Off policy, and many region-specific benefits. Salary Range Transparency US Remote 139,000 - 201,000 USD per year Austin 139,000 - 201,000 USD per year NYC Metro Area 147,000 - 213,000 USD per year SF Bay Area 155,000 - 225,000 USD per year Seattle 143,000 - 207,000 USD per year Equal Opportunities and Accommodations Statement Indeed is a proud equal opportunity employer. We are deeply committed to building a workplace and global community where inclusion is not only valued, but prioritized. We are committed to creating an environment where all employees feel included and have a strong sense of belonging. All qualified applicants will be considered for employment without regard to race, color, religion, gender, gender identity or expression, family/marital status, refugee or immigration status, sexual orientation, national origin, genetics, neuro-diversity, disability, age, veteran status, or any other non-merit based or legally protected grounds. We encourage people from all backgrounds to apply and join us in our mission of helping people get jobs.Indeed is committed to providing reasonable accommodations to qualified individuals with disabilities in the employment application process. To request an accommodation, please contact Talent Attraction Help at 1-855-567-7767, or by email at TAhelp@indeed.com at least one week in advance of your interview. Fair Chance Hiring We value diverse experiences, including those who have had prior contact with the criminal legal system. We are committed to providing individuals with criminal records, including formerly incarcerated individuals and individuals with arrest or conviction records, a fair chance at employment. We also comply with state and local requirements such as the San Francisco Fair Chance Ordinance. Our Policies and Benefits View Indeed's Applicant Privacy and Accessibility Policies - Learn about our global employee perks, programs and benefits - Where legally permitted, Indeed requires all individuals attending or working out of Indeed offices or visiting Indeed clients to be fully vaccinated against COVID-19. For positions that can only be performed at an Indeed office, candidates must be fully vaccinated against COVID-19 and present acceptable proof of vaccination by the date of hire as a condition of employment. Indeed will consider requests for reasonable accommodation as required under applicable law. To qualify as being fully vaccinated against COVID-19 there should have been a two week period after receiving the second dose (or any government recommended booster shot) in a 2-dose COVID-19 vaccine series, or a two week period after receiving a single-dose (or any government recommended booster shot) in a single dose COVID-19 vaccine. Reference ID: 28465

Keywords: Indeed, Austin , Senior Data Scientist - AI Ethics, Other , Austin, Texas

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