Machine Learning Scientist

Skip to main content.

View More Jobs

Machine Learning Scientist

Bangalore, Karnataka, India

Trending

Job Description

KEY Accountabilities

● 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.

What We’re Looking For (Required)

• ● 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.

#LI-MP1

DP World is committed to the principles of Equal Employment Opportunity (EEO). We strongly believe that employing a diverse workforce is central to our success and we make recruiting decisions based on your experience and skills. We welcome applications from all members of society irrespective of age, gender, disability, race, religion or belief.

By submitting your resume and application information, you authorize DP World to transmit and store your information in the world-wide recruitment database, and to circulate that information as necessary for the purpose of evaluating your qualification for this or other job vacancies.

Apply Now

Job Info

• Job Identification15097
• Posting Date03/10/2026, 07:32 AM
• LocationsEmbassy Golf Links Business Park, Bangalore, 560071, IN
• Degree LevelBachelor's Degree
• Job ScheduleFull time

Similar Jobs

• Group Data Scientist\ \ Bangalore, Karnataka, IndiaPosted on 04/22/2026\ \ Trending\ \ DP World is one of the largest logistics players in logistics and marine in the globe. It is an incredibly exciting time at DPW! We have ambitious plans for the future by democratizing AI for the business. As the Data Scientist, you will lead our organization's efforts in applying mathematical modeling, optimization techniques, and advanced analytics to solve operational challenges and improve decision-making processes and drive innovation. Leveraging your expertise in operations research you will collaborate with cross-functional teams to develop and implement innovative solutions that drive efficiency, optimize resource allocation, and enhance business outcomes. The ideal candidate will possess strong analytical skills, deep domain knowledge in operations research methodologies, and a track record of delivering impactful solutions and apply them to solve the complex problems of our multi modal transport

• Software Engineer\ \ Stanford-le-Hope, Essex, United KingdomPosted on 07/13/2026\ \ Trending\ \ DP World is seeking a Software Engineer to join our UK IT team, supporting Ports and Terminals operations across the UK. This role is ideal for a technically strong and detail-oriented software professional who enjoys designing scalable systems, solving complex problems, and delivering high-quality solutions that improve operational efficiency.

• Group Senior Manager - Software Development\ \ Bangalore, Karnataka, IndiaPosted on 06/12/2026\ \ Trending\ \ As the Group Senior Software Development Manager for DP World, you will be a hands-on development leader for the team that owns our Core part of the platform. You will provide technical leadership and mentorship, encouraging professional and personal growth for each individual in the team. You will work with stakeholders, including customers to define and set priorities for new product features. \ \ The ideal candidate will have successfully led an engineering team focused on building large scale distributed systems, with solid understanding of microservices-based architecture and cloud infrastructure management like AWS, Azure

See More Jobs

• Home
• Why DP World?
• Our Recruitment process
• Our Principles
• Career Development

I am an employee

Cookie NoticeLearn more

Accept CookiesDecline Optional Cookies

Are You Still With Us?

It seems you've been gone for a while. For security reasons we will end your session automatically in 03:00 unless you would like to continue working.

End SessionContinue Working

Work Summary

This summary is generated by AI Assist. Click inside the summary text box to make changes as necessary.

DiscardAdd Summary

Page Machine Learning Scientist - DP World Careers loaded

Personal Job Assistant

• Close
• Audio Response Off
• Clear

Ask Me Something

• Attachment