BENGALURU · FULLTIME
Sr Data Scientist
Wabtec
Bengaluru · onsite · Posted 6d ago
Sourced from
Undisclosed6–11 yrsfulltimeBengaluru
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Section · 01
About this role
Job Summary
Its not just about your career or job title. Its about who you are and the impact you will make on the world. Because whether its for each other or our customers, we put People First. When our people come together, we Expand the Possible and continuously look for ways to improve what we create and how we do it. If you are constantly striving to grow, youre in good company. We are revolutionizing the way the world moves for future generations, and we want someone who is ready to move with us.
Role Overview This role is an integral part of the Wabtec IT Data & Analytics (DnA) Team. As a Sr. Data Scientist, you will be a key member of the DS / AI Development team, working closely with both Wabtec IT DNA team and Business stakeholders to provide solutions for complex data challenges by delivering predictive, prescriptive models and AI / Gen AI solutions to the needs of various Wabtec Business Units and Functions.
Responsibilities - Participate in all stages of agile / scrum to design, develop, test, deploy and support data science / AI models, which are integrated with different applications. Apply new ideas and follow data flow patterns that can deliver products to show ease of use, faster and smarter ways.
- Works closely with the TPM of the scrum team to service the needs of the Business teams to deliver solutions. Collaborate well with the DnA team & with cross-functional business users.
- Key responsibility is the development of AI based solutions for different use cases based on business requirements.
- Deliver on data science / AI projects, ensuring they meet business requirements and deliver on time
- Proven ability to work independently with cross functional teams on medium scale projects and handling business interactions
- Align data flows, design, architecture with business requirements and prepare data for data science models
- Mentor interns or assist data engineers & peers on technical competencies if required.
- Generating information and insights from data sets and identifying trends & patterns, preparing reports for quick validations.
- Research and experiment with new AI tools, frameworks, and techniques as needed
You must have:
- B.Tech or M.Tech in Information Technology (IT), Computer Science, or Engineering from an accredited college or university
- 6+ years of mandatory experience in Data Science, AI / ML and Python.
- Demonstrable expertise in the area of Machine Learning, Deep Learning, Image Processing, NLP, predictive & forecasting models.
- Hand-on experience on complete ML pipeline, data preprocessing, training and deployment of ML models.
- Strong programming skills in Python, LLM, ML Flow, Deep Learning, PyTorch /TensorFlow, AWS AI tech-stack (Bedrock Services, Foundation models, Textract, Kendra etc.) to build/manage and analyze large datasets
- Good understanding or experience of working with AWS Bedrock.
- Strong experience with advance SQL and good to have experience in Pyspark.
- Good understanding or experience of working in AWS/any other cloud platform.
- Good to have experience on Dataiku but optional.
- Exposure to Industrial engineering domain is preferred
- Flexible and Quick learner
- Critical thinking, decision making, troubleshooting and problem-solving skills
- Uses teamwork skills to achieve goals, solve problems, and manage conflict
- Ability to support multiple initiatives simultaneously and work in a fast-paced environment
- Excellent verbal & written communication skills, including communicating technical issues to non-technical audiences
- Highly self-motivated with the ability to work independently, passionate about business & attention to details
- Creative, willing to understand, asking questions
- Ability to acquire any specialized domain knowledge required to be more effective in all required activities
- Ability to operate in a fast-paced environment with a sense of urgency, ownership, and accountability
- Adaptable/Flexible: being open to change in response to new information, different or unexpected circumstances, and having the ability to navigate ambiguous situations
- Ability to break down problems and estimate time for development tasks
- Ability to make basic technology choices based on experience
- Effectiveness and Efficiency, and Accountability
- Experience in analytical storytelling and stellar communications skills
- Good understanding or experience of working with FastApi
- Collaborate daily with D&A- AA & AI scrum team and interact often with Architecture team for reviews and technical recommendations.
- Engage with internal stakeholders and the DNA team to understand business needs, provide project updates, and align AI initiatives with deliverables
- Work closely with business stakeholders and the DS Manager to define project goals and success criteria for the assigned project(s)
- Design, develop, and deploy AI & Generative AI solutions on the AWS Data Lake platform.
- Conduct data preprocessing, analysis, and model development, including fine-tuning LLMs, image processing, NLP, and algorithm optimization for cost-effective, high-performance solutions.
- Test and measure the impact of new AI/GenAI features and analyze experiment results to provide data-driven recommendations.
- Explore data trends, identify insights, and integrate AI-powered solutions into business workflows for improved efficiency.
- Ability to operate a laptop or desktop and to sit for extended periods of time
- Concentrate for long periods of time
- Work independently and as part of a team
- Manage multiple projects simultaneously
- Meet deadlines under pressure
You may also be asked to perform other duties outside of your function or trade, for which adequate training will be provided if necessary.
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Section · 02
Skills
BedrockAgileai developmentai modelsaws bedrockcloud platformamazon web servicesAws Data LakeBusiness RequirementsAnalyticsAlgorithm OptimizationcloudAI ToolsCommunication SkillsArchitectureAi SolutionsAdvance SQLArtificial Intelligence
Section · Company
About Wabtec
Wabtec
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