FTE Sr Python Developer 29742

1 month ago

Gurugram, India Cephas Consultancy Services Private Limited Full time
Introduction:Anexciting new client is seeking a Senior Machine Learning Engineerfor LLMbased data extraction from documents. This role requiresexpertise in Python and API interactions (API endpoints areavailable from the LLMs). The ideal candidate will be focused ondesigning developing and implementing data extraction systems usingadvanced Large Language Models (LLMs) such as GPT4. This is aninperson officebased position with locations in Hyderabad andGurgaon offering a great opportunity to work closely with otherteam members in a collaborativeenvironment.JobResponsibilities:
  • Design develop andimplement data extraction systems using Large Language Models(LLMs) such as GPT4.
  • Collaborate with datascientists engineers and product managers to understand dataextraction requirements andobjectives.
  • Finetune and customize LLMs forspecific data extraction tasks ensuring high accuracy andefficiency.
  • Create and maintain data pipelinesfor the extraction processing and storage of largedatasets.
  • Conduct performance testing andoptimization of LLMs to enhance data extractioncapabilities.
  • Develop and document bestpractices for LLMbased data extractionprocesses.
  • Stay updated with the latestadvancements in AI and LLM technologies to continually improve dataextraction methodologies.
  • Troubleshoot andresolve issues related to data extraction processes andmodels.
JobRequirements:
  • Bachelor s or Master sdegree in Computer Science Data Science AI or a relatedfield.
  • Proven experience with LLMs and naturallanguage processing (NLP)technologies.
  • Proficiency in programminglanguages such as Python with experience in AI/ML libraries (e.g.TensorFlow PyTorch).
  • Strong understanding ofdata structures algorithms and software engineeringprinciples.
  • Experience with data extraction ETLprocesses and database management.
  • Familiaritywith cloud computing platforms (e.g. AWS Google Cloud Azure) andcontainerization technologies (e.g. DockerKubernetes).
  • Excellent problemsolving skillsand the ability to work in a fastpaced collaborativeenvironment.
  • Strong communication skills bothwritten and verbal to effectively convey technical concepts tonontechnicalstakeholders.
PreferredSkills:
  • Experience withtransformerbased models like GPT4 BERTetc.
  • Knowledge of big data technologies (e.g.Hadoop Spark) and data warehousingsolutions.
  • Understanding of regulatory andcompliance requirements related to data handling andprivacy.
  • Prior experience in developing anddeploying machine learning models in productionenvironments.

spark,data,computerscience,ai/ml libraries,algorithms,software engineeringprinciples,hadoop,api interactions,python,transformer-basedmodels,etl processes,analytical skills,machine learning models,datascience,data analytics,engineering,data extraction,datapipelines,tensorflow,big data technologies,performancetesting,problem-solving,cloud computing,datastructures,containerization technologies,englishcommunication,artificial intelligence,gpt-4,data warehousingsolutions,bert,large language models,pytorch,databasemanagement,data analysis,communicationskills

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