Gen AI Architect

Uster Technologies
Department Icon Data Science Analytics & Machine Learning
149+ Applicants
Posted: 1 year ago
0-1 years
Delhi, Delhi
Work from Office
Posted: 1 year ago
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Applicants: 149+
Job Description
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Job Description

Desired Competencies (Technical/Behavioral Competency)
Must-Have
  • Gen AI
  • Experience in LLMs, Embedding Models, Prompt Engineering
  • Knowledge of statistical programming languages like Python
  • Good applied statistical skills
  • Good knowledge of machine learning algorithms
  • Proficiency in handling imperfections in data & generating insights and patterns.
  • Experience with Data Visualization Tools
  • Fine tuning of LLM
  • Evaluation Framework (RAGAS, ROUGE, BLUE Scrore)
  • Autoencoding model (Encoder: ROBERTA/ BERT/ DistilBERT)
  • Langsmith framework
  • Autoregressive model (Decoder: GPT/ BLOOM/ LLama/ Mistral/ Claude/ CodeGen/ OPT/ PaLM
    Free Workshop
  • RAG Architecture using Langchain/ LlamIndex
  • Fine tuning of LLM
  • AI ML exp.
  • Candidate has exp. in Transformer Architecture (Encoder and decoders)
  • Knowledge Graph implementation (If anyone has created knowledge graph, thats good)
Good-to-Have
  • Excellent Communication Skills
  • Strong Software Engineering Background (Productionizing the models)
  • Hands-on experience with data science tools
  • Problem-solving aptitude
  • Analytical mind and great business sense
SN Responsibility of / Expectations from the Role

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1
  • Data mining or extracting usable data from valuable data sources.
  • Using machine learning tools to select features, create and optimize predictive models.
  • Carrying out preprocessing of structured and unstructured data
  • Enhancing data collection procedures to include all relevant information for developing analytic systems.
  • Processing, cleansing, and validating the integrity of data to be used for analysis.
  • Analyzing large amounts of information to find patterns and solutions.
  • Developing prediction systems and machine learning algorithms
  • Ability to use LLMs to build GenAI powered solutions.
  • Presenting results in a clear manner Propose solutions and strategies to tackle business challenges.
  • Collaborate with Business and IT teams.
  • Designing and developing machine learning and deep learning systems
  • Knowledge of productionizing the ML and DL applications and monitoring

Skills

Data MiningData VisualizationPythonData ScienceDeep LearningImplementationMachine LearningVisualizationPrompt EngineeringAi MlAiMl

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Important dates & deadlines?

Application Deadline

02 Jun 25, 12:05 PM IST

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Gen AI Architect

Uster Technologies

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