DP World is hiring fresher’s and experienced candidates for the role of Machine Learning Scientist. The complete details about role are as follows.
DP World Hiring For Machine Learning Scientist
Company : DP World
Role : Machine Learning Scientist
Degree : Any Graduate
Batches : 2026 – 2018
Experience : 0 – 5 Year’s
Salary : 3 – 25 LPA* (Expected)
Location : Bangalore, India
Job Description:
The Machine Learning Scientist role at DP World focuses on using artificial intelligence, machine learning and data analytics to solve complex business problems. The selected candidate may work on developing predictive models, analyzing large datasets, building machine learning algorithms and improving model performance. The role can involve applying techniques such as statistical modeling, deep learning, forecasting and optimization to improve logistics, supply chain operations and business decision-making. Candidates are generally expected to have strong programming skills in Python, knowledge of machine learning frameworks, statistics and data science, along with the ability to turn business requirements into practical AI solutions. This role is suitable for professionals interested in applying advanced analytics to real-world industrial and logistics challenges.
Qualifications & Skills :
- 0–5 years experience in applied ML / data science / applied research (internships,
thesis work, and strong project portfolios count). - Demonstrated experience using agentic coding assistants in real development
(e.g., Claude Code, similar agentic coding environments) to accelerate
iteration—without sacrificing code quality. - Strong Python skills and comfort with ML tooling (PyTorch preferred; TensorFlow ok).
- Solid foundations in algorithms, probability/statistics, and experimental design.
- Ability to translate messy real-world problems into clear formulations and measurable
success metrics.
Strong Plus / Preferred
- Prior work in Deep RL (a strong differentiator), such as:
○ PPO/SAC/DQN style methods, offline RL, imitation learning, MCTS/planning
hybrids
○ Building environments/simulators, reward design, stability/debugging,
evaluation - Experience with simulation-based evaluation or digital twins (even lightweight
simulators). - Familiarity with MLOps basics: MLflow, Docker, CI/CD, model monitoring.
- Domain exposure to logistics/supply chain/industrial operations (nice-to-have, not
required).
Tools & Tech (Indicative)
- Python, PyTorch, OR-Tools / solver stacks, RL libraries (Ray RLlib / Stable Baselines), SQL,
- Docker, Git, MLflow; cloud platforms a plus.
Roles and Responsibilities :
- Build ML solutions for decision-making problems: planning, sequencing, routing,
allocation, and resource utilization. - Prototype fast using agentic coding tools (e.g., Claude Code-style workflows):
generate scaffolds, refactor, write tests, iterate on experiments—while maintaining
strong engineering discipline. - Develop and evaluate models in areas like:
○ Optimization & solvers: MILP/CP-SAT, heuristics/metaheuristics, constraint
programming, search methods
○ Deep RL / Decision Intelligence: RL baselines, offline RL, bandits,
MCTS-style planning, policy/value learning
○ Predictive ML: forecasting and estimation models that feed decision systems - Design robust evaluation harnesses: offline simulation, counterfactual testing,
ablations, and scenario analysis; define KPIs and acceptance thresholds. - Collaborate with ML engineers to support productionization: latency/throughput
constraints, monitoring, reproducibility, model versioning, and safe rollout. - Write clear technical documentation and communicate findings to both technical and
non-technical stakeholders.
How To Apply For DP World Careers :
- Click on the “Apply Here” button provided below. You will be redirected to Company official career page.
- Click on “Apply Online”.
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- After registration, login and fill in the application form with all the necessary details.
- Submit all relevant documents, if requested (e.g. resume, mark sheet, ID proof).
- Provide accurate information in your application.
- Verify that all the details entered are correct.
- Submit the application form after verification.
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About DP World :
DP World is a global logistics and supply chain company headquartered in Dubai, United Arab Emirates. The company operates across ports, terminals, shipping services, logistics, warehousing and supply chain solutions, helping goods move efficiently around the world. DP World uses advanced technologies, automation, data analytics and digital platforms to improve operational efficiency and supply chain visibility. Its global network connects businesses and markets across multiple countries. The company also invests in digital innovation to make international trade more efficient, reliable and sustainable.