13 Oct
|
TekIT Software Solutions (India u0026 USA
|
Bengaluru
13 Oct
TekIT Software Solutions (India u0026 USA
Bengaluru
Hiring: Applied Machine Learning Engineer
Experience:
6+ Years
Location:
Bangalore
Required Skills
6+ years of experience in
Machine Learning, Statistical Modeling, Forecasting, Optimization
, or related areas.
Solid
Python programming and production software development experience.
Solid foundation in
Mathematics, Statistics, Probability, Machine Learning, Forecasting, and Optimization
.
Solid understanding of time-series analysis, statistical inference, model evaluation, uncertainty quantification, and forecasting methodologies
.
Hands-on experience with
PySpark and distributed data processing.
Experience productionizing ML/statistical models and building scalable ML workflows.
Strong understanding of
OOAD, SOLID principles, software architecture, and design patterns
.
Experience with unit testing, integration testing, CI/CD, version control, and code quality practices
.
Preferred Experience
Supply Chain, Retail, Manufacturing, Logistics, Planning, or Operations domain.
Demand Forecasting, Inventory Optimization, Replenishment, Capacity Planning, Pricing, or Network Optimization.
Forecasting techniques such as
SARIMAX, Exponential Smoothing, State Space Models, Prophet, Hierarchical or Probabilistic Forecasting
.
Optimization techniques including
Linear Programming, Mixed Integer Programming, Constraint Optimization, Heuristic Optimization, or Simulation
.
MLflow, Feature Stores, Model Monitoring, Drift Detection, Experiment Tracking, and Model Versioning
.
Scikit-learn, Deep Learning, Docker, Kubernetes
, and large-scale feature engineering.
📌 Senior Machine Learning Engineer Bengaluru
🏢 TekIT Software Solutions (India u0026 USA
📍 Bengaluru