USA
1 day ago
Data Scientist
Our Client, a Software company, is looking for a Data Scientist for their San Francisco, CA/Remote location. Responsibilities: + Analyze large datasets to identify trends, opportunities, and challenges in the tools and AI-powered features. + Build datasets for testing models, both generative and predictive, in collaboration with partner teams + Participate in technical discussions, and drive engineering investments in responsible AI to improve model fairness and safety prior to launch + Compare between different tools and libraries options (both client-built and open-source) to identify the most appropriate one for the task at hand + Develop quantitative metrics to help surface insights from structured datasets + Develop and maintain reports and dashboards to track key metrics and KPIs. + Monitor and analyze logs data for harms/ threats and insights + Create data visualizations to communicate insights and trends to stakeholders. + Ensure data quality and integrity by identifying and addressing data discrepancies and errors. Requirements: + Bachelor's or Master's degree in Computer Science, Data Science, or a related field. + Fluent in building/prototyping machine learning models and algorithms and wrangling large datasets. + At least 5+ years of hands-on experience in engineering positions passionate about Machine Learning, Information Retrieval, Recommendation systems, Personalization (p13n), Natural Language Processing, Learning to Rank, RAG + Proficient in using Python and common machine learning frameworks (e.g., TensorFlow, Pandas, PyTorch, SciPy, scikit-learn, JAX) to implement models and algorithms. + Experience deploying and managing AI solutions on cloud platforms such as AWS SageMaker and Amazon Bedrock + Proficient in SQL, shell scripting, and Unix/Linux command-line tools. + Grasp of the evolving understanding of fairness and ability to meet both state-of-the-art and global standards for fairness evaluation, particularly in generative AI + Experience working across teams of engineers, data scientists, and researchers. + Experience with designing and building micro-services, familiar with Kubernetes/Terraform/Docker/RESTful API/gRPC, etc. + Experience with Agile software development and Test Driven Development methodologies Why Should You Apply? + Health Benefits + Referral Program + Excellent growth and advancement opportunities As an equal opportunity employer, ICONMA provides an employment environment that supports and encourages the abilities of all persons without regard to race, color, religion, gender, sexual orientation, gender identity or express, ethnicity, national origin, age, disability status, political affiliation, genetics, marital status, protected veteran status, or any other characteristic protected by federal, state, or local laws.
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