Sr Data Scientist

GE Vernova Consulting; Bengaluru; On-site; INR 2,400,000 - 4,200,000; Full time

Benefits offered by this job

Relocation assistance provided

Job summary

GE Vernova Consulting in Bengaluru is seeking an experienced software engineer to translate system requirements into scalable ML-enabled solutions. You will collaborate with senior architects, data scientists, and product managers to deliver robust features and maintain high code quality.

The role emphasizes hands-on coding in Python and ML frameworks (PyTorch, TensorFlow), with deployment using Docker and Kubernetes on cloud platforms (AWS/GCP/Azure).

Qualifications

• Bachelor's degree in computer science or STEM with advanced experience.
• 5+ years of OO programming experience and REST on top of open-source libraries.
• Proficient in Python with ML frameworks (PyTorch, TensorFlow).
• Experience with Docker, Kubernetes, and cloud platforms.

Responsibilities

• Capture system level requirements with architects, data scientists, and product managers.
• Provide initial estimates and justify them; participate in agile SCRUM processes.
• Engage in technical designs and present ideas; contribute to code quality and testing.
• Drive design reviews and define interfaces between code modules.

Skills

OO programming

REST APIs

Software design patterns

Python

PyTorch

TensorFlow

NumPy / Pandas / SciPy

Docker

Kubernetes

Cloud platforms (AWS/GCP/Azure)

Education

Bachelor's degree in Computer Science or STEM

Tools

PyTorch

TensorFlow

Docker

Kubernetes

AWS/GCP/Azure

Job description

Job Description Summary

Responsible for programing a component, feature and or feature set. Works independently and contributes to the immediate team and to other teams across business. You will also contribute to design discussions.

Job Description

Roles and Responsibilities

In this role, you will: Capture system level requirements by brainstorming with Sr. Architects, Data Scientists, Businesses & Product Managers

Identify the scope of the work, provide initial estimate and justify the estimate with facts Demonstrate the understanding of Agile software development lifecycle and able to distinguish the core inputs and outputs in each cycle.

Engage in technical discussions; participate in technical designs and present technical ideas through white boarding

Work closely with your peers and keep engaging in a fast pace technical design and development team.

Execute in a fast-paced delivery mode and focus in delivering tasks to meet the product release goal

Maintain code quality through best practices, unit testing and code quality automation

Be an expert in writing code that meets standards and delivers the desired functionality using the technology selected for the project

Drive design reviews, define interfaces between code modules, and applies existing technology to designs

Be an expert in assessing application performance and optimizing/improving it through design and best coding practices

Be an expert in core data structures as well as algorithms and has the ability to implement them using language of choice

Provide guidance to a team of 5 to 7 developers with either planning and execution and/or design architecture using agile methodologies such as SCRUM

Work with Product Line Leaders (PLLs) to understand product requirements & vision

Need to code, do pocs, review, test perform security development lifecycle.

Education Qualification :

For roles outside USA:

Bachelor s degree in computer science or STEM Majors (Science, Technology, Engineering and Math) with advanced experience.

For roles in USA: Bachelor s degree in computer science or STEM Majors (Science, Technology, Engineering and Math) with minimum years of experience 5 years.

Desired Characteristics:

Technical Expertise:

• Ability to Analyze, design, and develop a software solution roadmap and implementation plan based upon a current vs. future state of the business
• Working knowledge of configuration choices and related cost implications; Experience with complex solution configurations.
• Good knowledge of Software Design Patterns, Python andJava coding principles.
• Over 5 years experience in using OO programming. Hands-on experience in REST on top any Open-source library, SQL Database such as PostgreSQL, SQLServer, Oracle, etc.
• In depth and hands-on experience in utilising Spring Framework.
• Strong proficiency in Python, including PyTorch, TensorFlow, NumPy, Pandas, and SciPy.
• Hands-on experience with deep learning for computer vision: CNNs, Vision Transformers, segmentation, object detection, and change detection.
• Strong data science fundamentals: statistics, feature engineering, data preprocessing, model evaluation.
• Production deployment experience: Docker, Kubernetes, cloud platforms (AWS/GCP/Azure).
• Experience with end-to-end ML pipelines, MLOps practices, and scalable model serving.
• Knowledge of system design, distributed systems, and multi-tenant SaaS architectures.
• Advantage / Nice to Have- ML, Python, including PyTorch, TensorFlow, NumPy, Pandas, and SciPy. Gen AI Concepts.

Business Acumen:

Adept at navigating the organizational matrix; understanding peoples roles, can foresee obstacles, identify workarounds, leverage resources and teammates.

Understand how internal and/or external business model works and facilitate active customer engagement

Able to articulate the value of what is most important to the business/customer to achieve outcomes Able to produce functional area information sufficient detail for cross-functional teams to utilize, using presentation and storytelling concepts.

Possess knowledge of full solution catalog within a business unit and proficiency in discussing each area at an advanced level.

Leadership:

Demonstrated working knowledge of internal organization

Demonstrated ability to work with and/or lead blended teams, including 3rd party partners and customer personnel.

Proven analytical and problem resolution skills Ability to influence and build consensus with other Information Technology (IT) teams and leadership

Personal Attributes:

• Able to work under minimal supervision
• Excellent communication skills and the ability to interface with senior leadership with confidence and clarity
• Able to work well with global teams, including time-zone flexibility
• Skilled in providing oversight and mentoring team members. Shows ability to effectively delegate work

Additional Information

Relocation Assistance Provided: Yes