Full-Time
Senior Data Scientist
Causal Inference
Posted on 4/23/2024
Provides mobile-based financial services
Senior
Remote in USA
- 4+ years of experience in a data science role or equivalent position.
- 2+ years of experience in a senior/lead position, leading the execution of end-to-end machine learning solutions for business stakeholders.
- Fluency with Python and packages related to machine learning.
- Comfort with SQL.
- Experience with the full modeling cycle, from scoping and development through deployment, after-sale, and monitoring.
- Competency with statistics.
- Knowledge of experimental design and analysis.
- Previous experience with causal modeling techniques.
- Strong collaboration and communication skills.
- Ability to thrive in, at times, ambiguous and complex environments.
- Embed with business stakeholders to identify, test, and implement data science solutions with a particular focus on econometric models, experiments, and frameworks to assess challenging causal problems such as lifetime value or retention.
- Develop a roadmap in collaboration with stakeholders to organize and prioritize initiatives.
- Own full-cycle of machine learning products from ideation and training through deployment into our production environment – including real-time inference – and after-sale service. Obsess over machine learning products, deploying and iterating rapidly when necessary.
- Propose, design, and analyze large-scale online experiments and support business stakeholders with experimental design best practices.
- Become a multiplier for the data science team by sharing work, providing mentorship to junior team members, providing technical feedback, and developing work into shared team tooling.
- Be a thought partner for the business, leverage data insights and strong communication skills to influence company strategy. Develop roadmaps in collaboration with stakeholders to organize and prioritize initiatives.
Tala, a leader in digital financial services, is a remarkable workplace due to its commitment to leveraging advanced mobile technology to empower underserved entrepreneurs and individuals. The company's culture thrives on transparency and quick service delivery, offering a dynamic environment where employees can contribute to significant social impact through innovative financial solutions. Working at Tala provides not only a competitive advantage in the fintech industry but also an opportunity to be part of a team that bridges digital and cash ecosystems across three continents.
Company Stage
Series E
Total Funding
$405.4M
Headquarters
Santa Monica, California
Founded
2011