Senior Specialist - Architecture

LTM

$100K — $140K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in tech development and management roles
  • Strong coding skills in Python or Java with emphasis on data structures
  • Hands-on experience in AI/ML feature engineering and data integrity
  • In-depth knowledge of NLP and deep learning, particularly transformer architectures
  • Practical exposure to fine-tuning LLMs such as Dolly or Llama2
  • Experience in developing generative AI models and applications
  • Certification in Karat Assessment is mandatory

Responsibilities

  • Lead development and implementation of generative AI models
  • Perform hands-on coding during interviews to assess candidates
  • Manipulate and cleanse large datasets for analysis
  • Design prompts based on functional use cases for AI applications
  • Conduct statistical analysis to support AI project decision-making
  • Guide the team in using state-of-the-art NLP/AI tools
  • Oversee the integration of vector databases in AI solutions

Benefits

  • Access to cutting-edge technology in AI and ML
  • Opportunity for hands-on involvement in innovative projects
  • Support for professional development and certifications
  • Collaborative and dynamic work environment
  • Potential for flexible working arrangements
Full Job Description
Role description

Gen AI Tech Lead Experienced Tech Development Manager Architect with AI ML
  • 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 Karat Assesment

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