Specialist - Data Sciences

LTIMindtree Limited

• $110K — $130K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Proficient in Python or Java with strong data structures knowledge.
  • Expertise in data manipulation, cleansing, and feature engineering for large datasets.
  • Deep understanding of NLP and deep learning concepts, particularly transformer architecture.
  • Experience fine-tuning leading LLMs like Dolly or Llama2.
  • Hands-on experience in developing generative AI models for complex problem-solving.
  • Familiarity with prompt engineering for functional use cases.
  • Experience using NLP/AIML tools like GPT and BERT.
  • Knowledge of word embedding and vector databases such as Pinecone or Milvus.

Responsibilities

  • Develop and implement state-of-the-art generative AI models.
  • Perform data manipulation and ensure integrity throughout the process.
  • Conduct prompt engineering to optimize model interactions.
  • Fine-tune large language models for specific applications.
  • Utilize advanced statistical techniques for data analysis and model performance.
  • Collaborate on building GenAI applications to address real-world challenges.

Benefits

  • Opportunity to work on cutting-edge generative AI technologies.
  • Collaborative environment with exposure to NLP and deep learning projects.
  • Possibility of hands-on coding during interviews, showcasing real skills.
  • Dynamic team focused on solving complex AI challenges.
Full Job Description
Role description

Strong Data Structures Any Language Code Comprehension Python or Java

Ability to do hands on coding in the interview realtime for given scenario with right solution approach

Proficient in Data manipulation and cleansing preprocess large datasets handle missing values perform feature engineering ensure data integrity

AIML Strong NLP Deep Learning Concepts with transformer architecture understanding

LLM fine tuning exposure on one or few leading LLM like Dolly Llama2 or any other

Experience in developing and implementing cuttingedge generative AI models to solve complex problems

Ability to perform prompt engineering and designing right prompts based on functional use cases

Should have handson of NLPAIML tool technologies GPT BERT or other language models

Should have experience in building GenAI applications

Word Embedding and Vector DB usage with the leading vector DB implementation Pinecone Milvus or Pgvector

Statistical Analysis Strong proficiency in statistical techniques and methodologies including hypothesis testing regression analysis time series analysis and clustering

Mandatory Certification None

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