to help build advanced analytics and data-driven infrastructure for its AI lab partner focused on developing intelligent agent-based systems. This role is ideal for analytical thinkers who excel at turning large-scale data into actionable insights and enjoy working at the intersection of machine learning, experimentation, and real-world applications. You’ll be designing data pipelines, statistical models, and performance metrics that drive the next generation of autonomous systems.
### You’re a great fit if you : - Have a strong background in
data science, machine learning, or applied statistics
. - Are proficient in
Python, SQL
, and familiar with libraries such as
Pandas, NumPy, Scikit-learn, and PyTorch / TensorFlow
. - Understand
probabilistic modeling, statistical inference, and experimentation frameworks (A / B testing, causal inference)
. - Can
collect, clean, and transform complex datasets
into structured formats ready for modeling and analysis. - Have experience designing and evaluating
predictive models
, using metrics like precision, recall, F1-score, and ROC-AUC. - Are comfortable working with
large-scale data systems
(Snowflake, BigQuery, or similar). - Are curious about
AI agents
, and how data can shape the reasoning, adaptability, and behavior of intelligent systems. - Enjoy
collaborating with cross-functional teams
— from engineers to research scientists — to define meaningful KPIs and experiment setups. ### Primary Goal of This Role To design and implement robust data models, pipelines, and metrics that support experimentation, benchmarking, and continuous learning for agentic AI systems. The role focuses on building data-driven insights into how agents reason, perform, and improve over time across algorithmic and real-world tasks. ### What You’ll Do - Develop
data collection and preprocessing pipelines
for structured and unstructured data from multiple agent simulations. - Build and iterate on
machine learning models
for performance prediction, behavior clustering, and outcome optimization. - Design and maintain
dashboards and visualization tools
for monitoring agent performance, benchmarks, and trends. - Conduct
statistical analyses
to evaluate the efficacy of AI systems under various environments and constraints. - Collaborate with engineers to design
evaluation frameworks
that measure reasoning quality, adaptability, and efficiency. - Prototype
data-driven tools and feedback loops
to automatically improve model accuracy and agent behavior over time. - Work closely with AI research teams to
translate experimental results
into scalable, production-grade insights. ### Why This Role Is Exciting - Work at the forefront of
AI agent intelligence
and help define how data shapes their evolution. - Blend
machine learning, experimentation, and data engineering
in one role. - Collaborate with top-tier AI engineers on
new agent benchmarks and feedback mechanisms
. - Contribute to a mission that merges
algorithmic reasoning, real-world performance, and human-like decision-making
. ### Pay & Work Structure - You’ll be classified as an
hourly contractor
to Mercor. -
Paid weekly
via Stripe Connect, based on hours logged. -
Part-time (20 hrs - 40 hrs / week)
with fully remote, async flexibility — work from anywhere, on your own schedule. - Weekly bonus of $500 - $1000 USD per 5 task created.
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Data Scientist • Plano, Texas, US
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