About Merciv
Merciv is an AI and data analytics startup dedicated to reshaping how businesses approach strategic intelligence. Our mission is to transform how organizations harness data, generate insights, and drive strategic decisions through cutting-edge AI pipelines and dynamic forecasting mechanisms.
We're building toward a world where every business decision is informed by the right data at the right time, combining AI capability with human judgement. Our technology:
Connects disparate data sources into a single, coherent intelligence layer
Augments human decision-making with autonomous AI analysis
Surfaces insights and opportunities that traditional tools miss
Forecasts outcomes and helps teams navigate uncertainty with real clarity
Gives organizations the ability to shape their markets, not just react to them
We're building solutions that are robust and scalable but also genuinely intuitive, so that teams across an organization can actually use them, not just the data team. We've raised $14M in seed funding, built our team around a strong engineering culture, and are launching publicly after nearly two years in stealth mode.
About the Team
We're building an agentic AI platform that's changing how enterprises work with data. Merciv connects an organization's entire data landscape with external sources - social media trends, industry reports, consumer behavior signals - to surface insights and automate workflows that used to take analysts weeks.
We care a lot about making powerful tools feel simple. Every feature should be intuitive, every component interactive. We want users to open Merciv and immediately feel like they can do more than they could before.
Our lean, agile team thrives on innovation and autonomy. We're small enough that everyone has real ownership. We use a DRI (Directly Responsible Individual) model - you'll own major product features from conception to launch, not just contribute to them. You'll wear multiple hats, and that's by design.
Our work environment thrives on creativity and cutting-edge technology, built for those eager to shape the future of human-AI collaboration. If you’re excited about being a part of a fast-paced, innovative startup culture and making a significant impact on client business, Merciv is the place for you. Join us as we expand the horizons of retail intelligence and deliver unparalleled value to our clients.
The Role
As a Senior ML/AI Engineer, you’ll build and deploy the intelligent systems at the core of Merciv. Our platform doesn’t just surface insights. It reasons, forecasts, and acts autonomously across complex enterprise data landscapes. You’ll develop the models and agentic architectures that power demand forecasting, consumer intelligence, competitive analysis, and autonomous decision-making for the world’s largest retailers.
This is applied AI at its most impactful. You’ll work at the intersection of cutting-edge research and real enterprise deployment, building systems that generate tens of millions in value for our clients.
What You’ll Do
Design, build, and deploy ML models for demand forecasting, time series prediction, consumer sentiment analysis, and anomaly detection at enterprise scale
Develop and iterate on Merciv’s agentic AI architecture (building systems that reason across heterogeneous data sources and take autonomous action)
Build and maintain robust ML pipelines: data preprocessing, feature engineering, model training, evaluation, and production deployment
Architect RAG systems and LLM integrations that power Merciv’s natural language interfaces and autonomous workflows
Collaborate with backend engineers to ensure models are production-grade (optimized for latency, reliability, and scale)
Own model performance end-to-end: monitoring, retraining, and continuous improvement in production
Stay at the frontier of AI research and bring relevant innovations into our platform
Who You Are
5+ years of experience in applied machine learning and AI, with models deployed in production environments
M.S. or Ph.D. in Computer Science, Machine Learning, Statistics, or a related field (or equivalent practical experience)
Deep proficiency in Python with experience in ML frameworks (PyTorch, TensorFlow, scikit-learn)
Strong background in statistical analysis, predictive modeling, and time series forecasting
Experience with applied agentic AI/ML systems and multi-agent orchestration
Experience with NLP, LLMs, and RAG architectures
Comfortable working with large-scale datasets and distributed computing environments
You care about model interpretability, explainability, and building systems that enterprise users can trust
You thrive in fast-paced environments and are excited about pushing AI from research into production
Bonus
Background in retail, supply chain, or demand forecasting domains
Experience with graph neural networks or knowledge graphs
Familiarity with MLOps platforms and model serving infrastructure
Contributions to open-source ML/AI projects or published research
Why Merciv
Real enterprise impact: our platform drives 8-figure improvements in gross margins for the world’s largest retailers
Cutting-edge technical challenges at the intersection of agentic AI, distributed systems, and enterprise data orchestration
Small team, massive surface area. You’ll own major features from conception to production
Competitive salary, meaningful equity, and comprehensive benefits (health, dental, vision, 401k, home office stipend, flexible PTO)
A culture that values craft, intellectual honesty, and genuine human connection
Merciv is building the future of autonomous commerce. We're committed to assembling a diverse team of builders who want to revolutionize how the world does business.
We are an equal opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, sex, sexual orientation, age, veteran status, disability, genetic information, or other applicable legally protected characteristic.
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