Generative AI Data Engineer

4 weeks ago

bangalore, India Concentrix Full time
Description

Your Journey at Concentrix + Webhelp Starts Here:
At Concentrix + Webhelp, our mission is to be the greatest customer engagement services company in the world, rich in diversity and talent. We believe in doing right by and for people, our clients, their customers, our staff, our communities, and our planet.
We cannot achieve this vision without you
If you have an interest in improving business performance for the world’s best brands in over 70 countries spanning 6 continents, please continue reading. There are a few characteristics we look for across all our hires regardless of the team they are working for. If this is you, we would love to discuss career opportunities with you.
* Are you ready to reimagine the world?
* Does working for a company who invests in the future and is inspiring in the marketplace intrigue you?
* Are you bold in your decisions, and do you have contrarian views on how to run a business?
* Are you fanatical in your pursuit to continue improving your capabilities?
Concentrix + Webhelp provides eligible employees with an opportunity to enroll in a variety of benefit programs, generally including private medical plans, competitive salary, retirement savings plans, paid learning days, and flexible workplaces. Specific benefits plans will vary by country/region.
In our Concentrix Catalyst team, you will work with the engine that powers the experience design and engineering capabilities at Concentrix. A leading global solutions company that reimagines everything CX through strategy, talent, and technology. We combine human-centered design, powerful data, and strong tech to accelerate CX transformation at scale. You will be surrounded by the best in the world providing market leading technology and insights to modernize and simplify the customer experience. Within our professional services team, you will deliver strategic consulting, design, advisory services, market research, and contact center analytics that deliver insights to improve outcomes and value for our clients. Hence achieving our vision.
 We’re a remote-first company looking to hire the absolute best talent in the world.
 #LI-Onsite

As Data Engineer, you will play a crucial role in ensuring the availability and quality of data needed for solving business problems leveraging Generative AI. You will be responsible for developing and maintaining high-quality data sets and scalable data processing systems for Generative AI applications and driving the continuous improvement of the data processing processes to meet business needs.

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 data science, data discovery for the usage of vector stores/embeddings.
  • Develop and maintain scalable data processing pipelines and systems to support Generative AI applications
  • Monitor and optimize the performance and manage the costs of data processing pipelines and systems
  • Monitor technology trends and advancements in Generative AI and incorporate them to continuously innovate
  • Collaborate with Solution Architects, Data Scientists, Software Engineers and DevOps Engineers, Product Owners, researchers and business stakeholders on the cross-functional team and across teams to understand business needs, derive technical requirements and ensure data availability, quality and responsible data use adhering to security, privacy and compliance requirements
  • Continuously improve data acquisition, preparation, transformation, and publishing processes to meet business needs

Skills & Qualifications:

  • 7+ years of experience in data engineering, with 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)
  • Experience with security models and development on large data sets
  • Experience with at least one cloud platform like Azure, AWS, GCP
  • Proficiency with data engineering technologies and tools (e.g. Hadoop, Airflow, Pandas, etc.)
  • Hands-on experience with monitoring, management, scalability and automation of data processing pipelines and systems
  • Hands-on experience in software development with one major programming language (e.g. Python)
  • Excellent communication skills, with the ability to explain complex concepts in simple language
  • Hands-on experience in machine learning, especially deep neural networks and Generative AI models
  • Understanding the difference, advantages, and disadvantages between the most common large language models (GPT, Llama, etc.)
  • Experience in developing end-to-end production-grade solutions with cloud and AI technology
  • Understanding of best practices for inclusion and maintenance of document stores in retrieval augmented generation strategies
  • Hands-on experiences on information retrieval tools (e.g. ChromaDB, Pinecone, Pgvector, Elasticsearch or other vector stores)
  • Passion for learning, innovation and staying current with industry trends in AI and technology
  • 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

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