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Gen AI Developer @ Infosys

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 Gen AI Developer

Job Description

Job Title


Gen AI Senior Lead

No of years Experience (Developer/lead)


  • More than 9 Years of IT industry experience in which 5/6 years should be in AI/ML/DS domain, including Gen AI technologies.

Technology


  • Gen AI Technologies: Prompt Engineering, LLM Development using Langchain. Semantic Kernel , Open Source/ API based LLMs
  • AIML Subfields such as Neural Networks, Computer Vision, Speech Processing, Natural Language Processing.
  • AIML Tools such as AzureML, Google ML, AWS AI/ML, H2O, DataBricks, DataRobots and any other tools
  • Good understanding of various Generative AI techniques, including GANs, VAEs, and other relevant architectures.
  • Proven experience in applying these techniques to real-world problems for tasks such as image and text generation. Conversant with Gen AI development tools like Prompt engineering, Langchain, Semantic Kernels, Function calling.
  • Exposure to both API based and opens source LLMs based solution design

Key Skills


  • Technical Proficiency: An overall understanding of below technologies is required :
  • Machine learning algorithms: Linear regression, logistic regression, decision trees, random forests, support vector machines, neural networks
  • Data science tools: NumPy, SciPy, Pandas, Matplotlib, TensorFlow, Keras
  • Cloud computing platforms: AWS, Azure, GCP
  • Natural language processing (NLP): Transformer models, attention mechanisms, word embeddings
  • Computer vision: Convolutional neural networks, recurrent neural networks, object detection
  • Robotics: Reinforcement learning, motion planning, control systems
  • Data ethics: Bias in machine learning, fairness in algorithms
  • Responsible AI: Should have proficient knowledge in Responsible AI and Data Privacy principles to ensure ethical data handling, transparency, and accountability in all stages of AI development. Must demonstrate a commitment to upholding privacy standards, mitigating bias, and fostering trust within data-driven initiatives.
  • Solution Design: Ability to design end-to-end AI solutions, from requirement elicitation and model selection to deployment strategy. Experience in crafting architectures that encompass data preprocessing, model integration, and performance optimization.
  • Communication Skills: Excellent verbal and written communication skills to engage with clients, articulate technical concepts to non-technical stakeholders, and work collaboratively with cross-functional teams.
  • Secondary Skill Set:
  • Domain Knowledge: Familiarity with the industry domains in which the AI solutions will be applied. This includes understanding the specific challenges and requirements of different sectors such as healthcare, finance, or manufacturing.
  • Project Management: Basic project management skills to oversee project timelines, milestones, and deliverables. Experience in coordinating with internal teams and clients to ensure project success.
  • Data Understanding: A foundational grasp of data preprocessing, feature engineering, and data quality assurance processes. This aids in understanding the data requirements of AI models.

Job Classification

Industry: IT Services & Consulting
Functional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Data Scientist
Employement Type: Full time

Contact Details:

Company: Infosys
Location(s): Noida, Gurugram

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Keyskills:   Artificial Intelligence Aiml Machine Learning Computer Vision Python Ml

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Infosys

Tech Mahindra is part of the US $15.4 billion Mahindra Group and is a leading global systems integrator and business transformation consulting organization, focused primarily on the telecommunications industry. Tech Mahindra helps companies innovate and transform by leveraging its unique insights, d...