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Data Research Engineer - Data Extraction

Data Research Engineer - Data Extraction

AptitaChennai, IN
1 day ago
Job description

Job Title : Data Research Engineer

Location : Remote (Hybrid for Chennai& Mumbai)

Experience : 4 Years

Responsibilities :

  • Develop methods to leverage the potential of LLM and AI within the team.
  • Proactive at finding new solutions to engage the team with AI / LLM, and streamline processes

in the team.

  • Be a visionary with AI / LLM tools and predict how the use of future technologies could be

    • harnessed early on so that when these technologies come out, the team is ahead of the game

    regarding how it could be used.

  • Assist in acquiring and integrating data from various sources, including web crawling and API

    • integration.

  • Stay updated with emerging technologies and industry trends.
  • Explore third-party technologies as alternatives to legacy approaches for efficient data

    • pipelines.

  • Contribute to cross-functional teams in understanding data requirements.
  • Assume accountability for achieving development milestones.
  • Prioritize tasks to ensure timely delivery, in a fast-paced environment with rapidly changing

    • priorities.

  • Collaborate with and assist fellow members of the Data Research Engineering Team as

    • required.

  • Leverage online resources effectively like Stack Overflow, ChatGPT, Bard, etc., while

    • considering their capabilities and limitations.

    Skills and Experience

  • Bachelor's degree in Computer Science, Data Science, or a related field. Higher

    • qualifications is a plus.

  • Think proactively and creatively regarding the next AI / LLM technologies and how to use

    • them to the team’s and company’s benefits.

  • Think outside the box” mentality.
  • Experience prompting LLMs in a streamlined way, taking into account how the LLM can

    • potentially “hallucinate” and return wrong information.

  • Experience building agentic AI platforms with modular capabilities and autonomous

    • task execution. (crewai, lagchain, etc.)

  • Proficient in implementing Retrieval-Augmented Generation (RAG) pipelines for

    • dynamic knowledge integration. (chromadb, pinecone, etc)

  • Experience managing a team of AI / LLM experts is a plus : this includes setting up goals

    • and objectives for the team and fine-tuning complex models.

  • Strong proficiency in Python programming
  • Proficiency in SQL and data querying is a plus.
  • Familiarity with web crawling techniques and API integration is a plus but not a must.
  • Experience in AI / ML engineering and data extraction
  • Experience with LLMs, NLP frameworks (spaCy, NLTK, Hugging Face, etc.)
  • Strong understanding of machine learning frameworks (Tensor Flow, PyTorch)
  • Design and build AI models using LLMs
  • Integrate LLM solutions with existing systems via APIs
  • Collaborate with the team to implement and optimize AI solutions
  • Monitor and improve model performance and accuracy
  • Familiarity with Agile development methodologies is a plus.
  • Strong problem-solving and analytical skills with attention to detail.
  • Creative and critical thinking.
  • Ability to work collaboratively in a team environment.
  • Good and effective communication skills.
  • Experience with version control systems, such as Git, for collaborative development.
  • Ability to thrive in a fast-paced environment with rapidly changing priorities.
  • Comfortable with autonomy and ability to work independently.
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