Inviting applications For the role of Full Stack Data Scientist
- Genpact
- 10 - 15 years
- Kolkata
- 12 days ago
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Job Description
Genpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose the relentless pursuit of a world that works better for people we serve and transform leading enterprises, including the Fortune Global 500, with our deep business and industry knowledge, digital operations services, and expertise in data, technology, and AI.
Inviting applications for the role of Full Stack Data Scientist
In this role, the person is responsible for transforming business requirements into valuable insights that drive decision-making in organizations. He/She is expected to handle the entire data science process, from data collection to model deployment and maintenance.
Responsibilities:
- Experience in Large Language Models (LLMs) with deep dive into Generative AI applications using Python to optimize platform functionalities
- Good exposure with implementing robust CI/CD automation and orchestration using tools like Azure DevOps
- Research and implement appropriate AI/ML algorithms and tools for developing machine learning applications to requirements
- Design and implementation of the overall web architecture with real time exposure of developing REST APIs
- Good command for designing and building the entire stack for speed and scalability
- Good exposure for building models, algorithms, simulations and performance evaluation by writing highly optimized, deployable code using AI-ML technologies
- Exposure with building solutions for data discovery, data acquisition, data processing cleaning, data integration, data interpretation
- Define and manage the process of production using machine learning models through MLOps pipelines for development, continuous integration, continuous delivery, verification, validation, and monitoring of AI/ML models
- Involve with stakeholders to analyse for solving business problems using Machine learning/ Artificial Intelligence solutions for deployment on a cloud platform
- Alignment with industry trends, innovations and developments in AI/ML and work with other ML teams to pilot new advances and keep the organisation future-ready
- Understanding customer pain points, business requirements and developing models that help to achieve them, along with metrics to track their progress
- Commanding exposure with scope, define, and deliver AI-based data products covering data analysis, visualization, storytelling and data technologies
- Perfectly collaboration of product, data science, and other stakeholders to translate business needs into powerful technical solutions
Requirements
- Bachelor's degree in computer science, Engineering, Mathematics, Statistics or a related field
- Significant good exposure in Python/R with at least 5+ years of experience developing and deploying ML and DL models
- Familiarity with algorithms both in supervised and un-supervised learning
- Should have significant command of Generative AI, Microsoft OpenAI platform (Azure OpenAI), GPTs, LLMs concepts and techniques with solid hands-on experience
- Exposure at implementing CI/CD pipelines to streamline development and deployment
- Expertise with hands on experience in Vector Databases for semantic search, Advanced RAG approaches for LLM models
- Very Good experience in Machine Learning, Deep Learning, Computer Vision, NLP with model architecture
- Expertise in effectively building and deploying ML systems using frameworks such as PyTorch, TensorFlow, Keras, sklearn etc
- Exposure in modular, typed, and object-oriented Python programming
- Familiar with the core data science languages (such as Python, R, Scala) and with data systems (e.g.SQL, NoSQL)
- Excellent communication skills with a desire to work in multidisciplinary teams
- Expert for analysing the errors of the model and designing strategies to overcome them
Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. Get to know us at genpact.com and on LinkedIn, X, YouTube, and Facebook.
Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a 'starter kit,' paying to apply, or purchasing equipment or training.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Full Stack Data Scientist
Employement Type: Full time
Contact Details:
Company: GenpactLocation(s): Kolkata
Keyskills: AI/ML model architecture Generative AI Applications Azure Devops Python CI/CD pipelines LLMs Rest Apis Azure OpenAI Deep Learning
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