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8 Weeks ago

Data Scientist

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Information Technology
Other
Wipro Limited

Overview

Role Purpose

The purpose of this role is to design, test and maintain software programs for operating systems or applications which needs to be deployed at a client end and ensure its meet 100% quality assurance parameters


Do


  • Instrumental in understanding the requirements and design of the product/ software
    • Develop software solutions by studying information needs, studying systems flow, data usage and work processes
    • Investigating problem areas followed by the software development life cycle
    • Facilitate root cause analysis of the system issues and problem statement
    • Identify ideas to improve system performance and impact availability
    • Analyze client requirements and convert requirements to feasible design
    • Collaborate with functional teams or systems analysts who carry out the detailed investigation into software requirements
    • Conferring with project managers to obtain information on software capabilities
  • Perform coding and ensure optimal software/ module development
    • Determine operational feasibility by evaluating analysis, problem definition, requirements, software development and proposed software
    • Develop and automate processes for software validation by setting up and designing test cases/scenarios/usage cases, and executing these cases
    • Modifying software to fix errors, adapt it to new hardware, improve its performance, or upgrade interfaces.
    • Analyzing information to recommend and plan the installation of new systems or modifications of an existing system
    • Ensuring that code is error free or has no bugs and test failure
    • Preparing reports on programming project specifications, activities and status
    • Ensure all the codes are raised as per the norm defined for project / program / account with clear description and replication patterns
    • Compile timely, comprehensive and accurate documentation and reports as requested
    • Coordinating with the team on daily project status and progress and documenting it
    • Providing feedback on usability and serviceability, trace the result to quality risk and report it to concerned stakeholders
  • Status Reporting and Customer Focus on an ongoing basis with respect to project and its execution
    • Capturing all the requirements and clarifications from the client for better quality work
    • Taking feedback on the regular basis to ensure smooth and on time delivery
    • Participating in continuing education and training to remain current on best practices, learn new programming languages, and better assist other team members.
    • Consulting with engineering staff to evaluate software-hardware interfaces and develop specifications and performance requirements
    • Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code
    • Documenting very necessary details and reports in a formal way for proper understanding of software from client proposal to implementation
    • Ensure good quality of interaction with customer w.r.t. e-mail content, fault report tracking, voice calls, business etiquette etc
    • Timely Response to customer requests and no instances of complaints either internally or externally

Stakeholder Interaction


Stakeholder Type


Stakeholder Identification


Purpose of Interaction



Internal


Lead Software Developer and Project Manager


Regular reporting & updates



Software Developers

For work coordination and support in providing testing solutions


External


Clients


Provide apt solutions and support as per the requirement


Display


Lists the competencies required to perform this role effectively:

  • Functional Competencies/ Skill
    • Leveraging Technology – Knowledge of current and upcoming technology along with expertise in programming (automation, tools and systems) to build efficiencies and effectiveness in own function/ Client organization – Competent
    • Process Excellence - Ability to follow the standards and norms to produce consistent results, provide effective control and reduction of risk – Expert
    • Technical knowledge – knowledge of various programming languages, tools, quality management standards and processes - Expert

Competency Levels



Foundation


Knowledgeable about the competency requirements. Demonstrates (in parts) frequently with minimal support and guidance.



Competent


Consistently demonstrates the full range of the competency without guidance. Extends the competency to difficult and unknown situations as well.



Expert


Applies the competency in all situations and is serves as a guide to others as well.



Master


Coaches others and builds organizational capability in the competency area. Serves as a key resource for that competency and is recognised within the entire organization.


  • Behavioral Competencies
    • Formulation & Prioritization
    • Innovation
    • Managing Complexity
    • Execution Excellence
    • Passion for Results

Deliver


No.


Performance Parameter


Measure



1.


Continuous Integration, Deployment & Monitoring of Software


100% error free on boarding & implementation, throughput %, Adherence to the schedule/ release plan



2.


Quality & CSAT


On-Time Delivery, Manage software, Troubleshoot queries

Customer experience, completion of assigned certifications for skill upgradation



3.


MIS & Reporting


100% on time MIS & report generation


Mandatory Skills: Python, GenAI, AWS

Preferred Skills: NLP , AI/ML , LLM

  • Architect and implement Al solutions utilizing cutting-edge technologies like LLM, Langchain, and Machine Learning.
  • AIML solution development in Azure using Python
  • Ability to build and finetune the model to improve the performance
  • Create own technology if off-the-shelf technology is not solving the problem. E.g changes to traditional RAG approaches, finetune LLM, create architectures.
  • Use experience and advise leadership and team of data scientists’ best approaches, architectures for complex ML use cases.
  • Lead from the front, responsible for coding, designing, and ensuring best practices & frameworks are adhered by the team.
  • Create end to end AI systems with responsible AI principles
  • Develop data pipelines using SQL to extract and transform data from Snowflake for Al model training and inference.
  • Possess expertise in Natural Language Processing (NLP) & GenAI to integrate text-based data sources into the Al architecture.
  • Collaborate with data scientists and engineers to ensure seamless integration of Al components into existing systems.
  • Responsible for continuous communication about the team progress to keystakeholder
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