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Generative AI Data Engineer

4 months ago

bangalore, India Concentrix Full time
Description

We're Concentrix. A new breed of tech company — Human-centered. Tech-powered. Intelligence-fueled.
We create game-changing solutions across the enterprise, that help brands grow across the world and into the future. We are trusted by clients across all major sectors, from up-and-coming success stories to iconic Fortune Global 500 brands in over 70 countries spanning 6 continents.
Our game-changers:
Challenge Conventions
Deliver outcomes unimagined
Create experiences that go beyond WOW
If this is you, we would love to discuss career opportunities with you.
In our Information Technology and Global Security team, you will deliver the latest technology infrastructure, transformative software solutions and industry-leading global security for our staff and clients. You will work with the best in the world to design, implement and strategize IT, security, application development, innovation, and solutions in today's hyperconnected world. You will be part of the technology team that is core to our vision of develop, build and run the future of CX.
Concentrix provides eligible employees with an opportunity to enroll in many benefit programs, generally including private medical plans, great compensation package, retirement savings plans, paid learning days, and flexible workplaces. Specific benefits plans will vary by country/region.
We're a remote-first company looking for the absolute best talent in the world. Experience the power of a game-changing career.
#LI-Hybrid

You will work as Data Engineer and help ensure the availability and quality of data needed for solving business problems using Generative AI. You will maintain high-quality data sets and scalable data processing systems for Generative AI applications and driving the continuous improvement of the data processing processes.

Experience level: 7-10 years.

You will be reporting to Data Engineering Manager.

Responsibilities:

  • Design and implement data integration, acquisition, cleansing, harmonization, and transformation processes to create curated high-quality datasets for the usage of vector stores/embeddings.
  • Maintain scalable data processing pipelines and monitor technology trends and advancements in Generative AI and incorporate them to improve.
  • Collaborate with Solution Architects, Data Scientists, Software Engineers and DevOps Engineers, Product Owners, researchers and business stakeholders on the cross-functional team.

Skills and Qualifications:

  • 7+ years of experience in data engineering and 6 months of hands-on experience in Generative AI technologies like vector databases.
  • Hands-on experiences on text processing tools (e.g. spaCy, NLTK, Word2vec, pyTorch) and data engineering tools (e.g. Hadoop, Airflow, Pandas)
  • Experience with at least one cloud platform like Azure, AWS, GCP
  • Hands-on experience in software development with one major programming language (e.g. Python) and experience in machine learning and Generative AI models
  • Understand the difference, advantages, and disadvantages between the most common large language models (GPT, Llama)
  • Hands-on experiences on information retrieval tools (e.g. Chroma DB, Pinecone, Vector, Elasticsearch or other vector stores)
  • Good overview of re-usable frameworks and tools in the field of Generative AI (both commercial and open source)

Benefits: You will be eligible for Medical Insurance coverage for Self & Dependent as per the Medical Insurance Policy.

Location:

IND Bangalore - Manyata Blk D4, 2nd Flr

Language Requirements:

Time Type:

Full time