Jobs

Interviews
Job Alerts
Tools

Upskill and Grow with AI

Mock Interview Practice interviews in realistic simulations

Coding Practice Improve your coding skills with challenges

Certification Earn certifications to validate your skills

AI Learning Get trained with AI expert sessions

Career Path AI insights for smarter career decisions

AI Job Match Score AI-Powered Job Match Against Your Resume and Optimize Your Resume

Career Tools and Resources

Resume Builder Build Professional Resume with Ease

ATS Friendliness Check Check Resume Friendliness for Applicant Tracking Systems

Auto Apply Apply to hundreds of jobs on any platform effortlessly

Co-Pilot (Chrome Extension) Your AI Assistant for Seamless Browsing Efficiency

Interview Questions Streamline interviews with ready-to-use questions

Salaries Discover market-driven salary insights across skillsets and geographies

Companies Explore leading companies actively hiring talent
For Employers

Jobs

Interviews

Home
>
Jobs in pune
>
APM Terminals
>
Senior AI/ML Engineer - Simulation

Senior AI/ML Engineer - Simulation

APM Terminals

4 - 8 years

13 - 17 Lacs

pune bengaluru

Posted:1 day ago| Platform:

Apply

Skills Required

version control git simulation data structures data processing windows analytics sql python logistics

Work Mode

Work from Office

Job Type

Full Time

Job Description

We are seeking a talented Simulation Engineer to join our team, specializing in Digital Twin Simulation and Network Optimization. This role involves designing and implementing simulation models and optimization solutions to enhance warehouse logistics, resource allocation, and network efficiency. The ideal candidate will bring strong technical expertise in Python, simulation modeling, and optimization techniques, along with a passion for solving complex operational challenges.

Responsibilities

Develop and maintain digital twin simulations for warehouse and logistics systems, modeling system states, events, and resource interactions.
Create and optimize network models to improve flow, resource allocation, and operational performance.
Collaborate with stakeholders to integrate simulation and optimization solutions into existing workflows.
Analyze simulation outputs to pinpoint inefficiencies and recommend actionable improvements.
Write modular, testable, and efficient code to support simulation and optimization projects.
Document processes, methodologies, and findings for technical and non-technical audiences.

Must-Have Technical Skills

Core Python : OOP, data structures, algorithms; writing modular, testable, efficient code
Data Manipulation & Numerical Computing: pandas for cleaning/analysis; NumPy for computations
Data Ingestion: fetching from REST APIs (requests) and databases (SQL)
Discrete-Event Simulation: DES principles; SimPy for modeling states, events, resources (e.g. warehouse flows)
Operations Research & Optimization: LP/MIP formulation; Python libraries (OR-Tools, Pyomo, PuLP); familiarity with VRP basics and assignment problems
Graph Analytics: NetworkX for building/analyzing network topologies and flows
DevOps & Version Control: Git with CI/CD pipelines; Docker containerization
API Development: building/deploying REST services with Flask or FastAPI
Visualization: creating plots and dashboards using Matplotlib, Seaborn, or Plotly

Nice-to-Have Technical Skills

Advanced Routing & Heuristics : VRP variants (time windows, Hours of Service); heuristics/meta-heuristics (Tabu Search, Genetic Algorithms, Branch & Bound, Simulated Annealing)
Commercial Solvers: Gurobi or CPLEX and their Python APIs
ML-Enhanced Simulations: integrating scikit-learn or TensorFlow/PyTorch models for predictive maintenance or anomaly detection in digital twins
Alternative Simulation Paradigms: agent-based modeling, etc.
Streaming & IoT: real-time data processing with kafka-python; MQTT (paho-mqtt) for live twin updates
Geospatial Processing & Visualization: GeoPandas, Shapely; routing engines/APIs (OSRM, Google Maps, HERE); Folium for maps
Interactive Dashboards: Dash or Streamlit
3D Visualization: pyvista or vedo for complex digital-twin renderings

More Jobs at APM Terminals

Team Lead Domestic operations

Jaipur

Experience: Not specified

INR 1 - 6 Lacs

Planning Executive

Mumbai, Maharashtra, India

4.0 - 4.0 yrs

Salary: Not disclosed

Planning Executive

maharashtra

2.0 - 6.0 yrs

Salary: Not disclosed

Head of Procurement - APMT (GPPL)

Ahmedabad, Gujarat, India

15.0 - 15.0 yrs

Salary: Not disclosed

Head of Procurement - APMT (GPPL)

Rajula, Gujarat, India

15.0 - 15.0 yrs

Salary: Not disclosed

Mock Interview

Practice Video Interview with JobPe AI

Start Python Interview

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.

Job Application AI Bot

Apply to 20+ Portals in one click

Download Now

Download the Mobile App

Instantly access job listings, apply easily, and track applications.

Enhance Your Python Skills

Practice Python coding challenges to boost your skills

Start Practicing Python Now

APM Terminals

Login to

Please Verify Your Phone or Email

Confirm Action

Search

Profile

Upskill and Grow with AI

Senior AI/ML Engineer - Simulation