Genpact
Location
Secunderabad | India
Job description
With a startup spirit and 115,000 + curious and courageous minds, we have the expertise to go deep with the world&rsquos biggest brands&mdashand we have fun doing it! We dream in digital, dare in reality, and reinvent the ways companies work to make an impact far bigger than just our bottom line. We&rsquore harnessing the power of technology and humanity to create meaningful transformation that moves us forward in our pursuit of a world that works better for people.
Now, we&rsquore calling upon the thinkers and doers, those with a natural curiosity and a hunger to keep learning, keep growing. People who thrive on fearlessly experimenting, seizing opportunities, and pushing boundaries to turn our vision into reality. And as you help us create a better world, we will help you build your own intellectual firepower.
Welcome to the relentless pursuit of better.
Inviting applications for the role of Consultant - 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.
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%27s 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.
. 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
. Skill Set
. 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
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. For more information, visit . Follow us on , , , and .
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 %27starter kit,%27 paying to apply, or purchasing equipment or training.
Job tags
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