AI/ML Computational Science Specialist
Core
Designing and implementing advanced analytics and machine learning solutions for client operations, adapting existing assets or developing novel methods to solve moderately complex problems.
Role type
Senior IC data scientist (computational science & advanced analytics)
Builds
Strategic advanced analytics projects, custom ML solutions, and data-driven decision support systems for clients.
Domain
Professional services / Operations / Advanced Analytics / Machine Learning
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, R, Alteryx, Multivariate Statistics (Regression, PCA, Factor Analysis, Mixed Models), Supervised/Unsupervised Learning (Random Forest, XGBoost, SVM, K-Means), Time Series Forecasting (ARIMA, LSTM, Prophet), Deep Learning (ANN, CNN, Transformers), NLP/Text Mining, Simulation (Monte Carlo, Agent-based), Optimization (Linear/Non-Linear Programming), PyTorch, TensorFlow, AWS/GCP/Azure, Tableau/PowerBI
Preferred skills
GenAI (GPT, BERT), Reinforcement Learning, Django/Streamlit/DASH, Relational databases, Excel/Analysis Tool Pack
Responsibilities
Analyze and solve moderately complex problems by creating new solutions or adapting existing methods; collaborate with subject matter experts and delivery teams to execute projects from design to execution; manage small teams or work independently on client assignments; align technical approaches with strategic direction.
Seniority
Senior, hands-on IC with team management potential