12 Oct
|
TekIT Software Solutions (India u0026 USA
|
Bengaluru
12 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.
- Strong
Python programming and production software development experience.
- Strong 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