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Form of workAbout Alethea
Founded in 2019, Alethea is a tech company that detects and mitigates instances of disinformation and social media manipulation to help clients navigate the new digital reality. We protect clients from the threat of disinformation that targets brands, reputations, employee safety, or financial bottom lines through our industry-leading investigation and remediation services.
Position Summary
The Data Science & Machine Learning team is responsible for developing the models, metrics, and infrastructure needed to detect, assess, and mitigate disinformation, manipulation, and other online harms. We do so by sifting signals of harmful actors, behavior, and content from large, cross-platform datasets and surfacing insights to users in Artemis, Alethea's platform for monitoring social media manipulation at scale.
We are seeking scientists of all levels to join our growing DS & ML team. As an applied Data Scientist you will drive research and development in one or more problem spaces related to disinformation, such as coordination, inauthenticity, extremism, calls to violence, or manipulated media. You will carry initiatives from conception to delivery, working closely with domain experts to develop and evaluate effective solutions, machine learning engineers to deploy those solutions at scale, and product managers to clearly communicate insights in Artemis. Along with fellow applied scientists and machine learning engineers, you will institute processes, tools, and workflows to ensure that data and machine learning is used in a responsible, reliable, and reproducible manner across the company. Your work will have high visibility and a significant impact on the company's direction and success.
Responsibilities
- Research, implement, and evaluate state-of-the-art machine learning models for detecting, assessing, and mitigating actors, behavior, and content associated with disinformation
- Conduct deep dive data analyses to measure the prevalence and distribution of actors, behavior, and content associated with disinformation, informing future work for the team
- Collaborate with partners in Engineering, Product, and Design to implement data-informed products and features, such as data visualizations and automated alerts
- Communicate analyses, experiments, and strategies to a range of audiences, including machine learning engineers, non-technical team members, and executive leadership
- Contribute to the development of the DS & ML team's processes, workflows, tech stack, norms, and culture
- Provide mentorship and technical guidance to junior members of the DS & ML team
Skills & Experience
Masters or Ph.D. in a quantitative or technical field, or demonstrated experience independently executing research projects from start to finish
- Significant experience using Python and SQL for data science
- Significant experience implementing and evaluating machine learning models
- Comfort communicating technical concepts to non-technical audiences
You may also have
- Experience with a statistical or machine learning specialty, such as NLP, computer vision, or network science
- Experience addressing online harms, such as disinformation, coordinated inauthentic behavior, manipulated media, calls to violence, algorithmic manipulation, or hate speech
- Experience publishing peer-reviewed research in machine learning or computational social science venues, particularly as it relates to disinformation and other online harms
- Experience serving machine learning models using Docker and Kubernetes
Compensation and Benefits
- Salary and stock options are negotiated based on experience.
- Healthcare at the gold-tier level, dental, and vision is fully funded by the employer. 50% of dependent coverage is provided by the employer.
- Unlimited vacation and sick leave, including office closure between Christmas and New Years, and extended holidays at Thanksgiving and the 4th of July.
- Employer sponsored 401k with a 3% match.
- Remote-first role, with the ability to work anywhere in the United States. Headquarters is located in Washington, D.C.
Alethea is an equal opportunity employer that encourages people of all backgrounds, genders, ethnicities, abilities, and sexual orientations to apply. We are committed to being an inclusive place to work, while maintaining a workforce that represents the communities we serve.
