Business Analyst

2 months ago

Noida, India Genpact Full time

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 Consultant/Business Analyst - AI/ML Developer

In this role, you will be responsible for creating cutting-edge artificial intelligence solutions that possess a broad understanding of diverse tasks and domains. You will contribute to the development of intelligent systems capable of adapting and learning across a wide range of applications.

Responsibilities

•Design and implement algorithms that enable the General AI system to acquire new knowledge efficiently and adapt to evolving tasks seamlessly.

•Develop mechanisms for the General AI to perform various tasks, such as natural language understanding, image recognition, and decision-making, ensuring a holistic and versatile skill set.

•Implement continual learning strategies that allow the General AI to adapt and improve its performance over time, learning from both labelled and unlabelled data.

•Collaborate with specialists from different domains to integrate domain-specific knowledge and ensure the General AI's applicability in diverse real-world scenarios.

•Incorporate ethical considerations into the design and development of the General AI, addressing issues related to bias, fairness, and transparency in AI decision-making processes.

•Optimize the General AI system for scalability, ensuring efficient performance across different hardware and deployment environments.

•Engage in interdisciplinary research, staying updated on advancements in AI, cognitive science, and related fields, and applying relevant findings to enhance the capabilities of General AI.

•Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.

•Verifying data quality, and/or ensuring it via data cleaning

•Defining validation strategies & data augmentation pipelines

•Designing, developing, and researching Machine Learning systems, models, and schemes

•Good working knowledge on deep learning and advanced NLP techniques

•Analyzing the use cases of ML algorithms and ranking them by their success probability

•Should be excellent with Rasa Framework or any other chatbot interface.

•Performing statistical analysis and using results to improve models.

•Training and retraining ML systems and models in real-world situations

•Visualizing data for deeper insights

•Hands-On with Service / Incident Management tools: JIRA / ServiceNow

•Knowledge and experience with Software Version Control systems: GIT, SVN etc.

Qualifications we seek in you

Minimum Qualifications / Skills

•B.Tech/B.E/ MCA

•Excellent written and verbal communication skills

Preferred Qualifications

•Machine learning

•NLP and Advanced NLP Public

•Deep Learning (CNN,ANN,RNN)

•Rasa

•Pandas, sql

•Python

•Django, Flask

•Tensorflow

•Keras

•Chatbot Development

•Agile

•AWS

•GIT

•Create comprehensive documentation of algorithms, models, and methodologies, and actively contribute to

•knowledge transfer within the team to foster a collaborative and learning-oriented environment.

•Demonstrated expertise in artificial intelligence, machine learning, and deep learning.

•Strong programming skills, preferably in Python, and experience with popular AI frameworks (e.g.,

•TensorFlow, PyTorch)

•Experience with reinforcement learning and transfer learning in the context of General AI.

•Knowledge of cognitive science principles and their application to AI development.

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