Job Opportunity: Transforming Education and Job Market This is an exciting opportunity to play a critical role in shaping data-driven products that transform how individuals interact with the job market and education landscape. Job Description As a Senior Data Scientist, you will lead advanced modeling efforts, collaborate with cross-functional teams, and drive the creation of innovative features that enhance product value. You'll apply cutting-edge machine learning and NLP techniques to real-world challenges, while contributing to the broader mission of equity and accessibility through data. - Design and deploy predictive models such as salary estimators and demographic predictors to power core analytics - Fine-tune existing classifiers and develop novel features that support product innovation and commercialization - Apply NLP and LLM-based tools for data enrichment, classification, and entity recognition - Write clean, scalable Python code and build reproducible data pipelines using tools such as AWS S3, Snowflake, and Coiled (Dask) - Ensure model performance, integrity, and compliance through rigorous evaluation, documentation, and collaboration with QA and data engineering teams Requirements We are looking for a skilled professional with 5+ years of experience in data science, with a proven track record of building and deploying ML models in production. - Proficient in Python and libraries such as scikit-learn, pandas, spaCy, transformers, and NumPy - Strong experience with NLP, LLM fine-tuning, and model classification techniques - Familiarity with AWS (especially S3), Snowflake, Dask/Coiled, and strong SQL capabilities - Knowledge of entity matching, taxonomy design, and data governance best practices - Excellent communication and documentation skills; experience leading initiatives and collaborating with non-technical stakeholders Benefits Our company offers a competitive salary based on your skills and experience, remote work opportunities, generous PTO, private health insurance subsidy, annual salary reviews, and paid training and certification to support your professional development.