Special Agent
Company Description
We are a Digital Product Engineering company that is scaling in a big way! We build products, services, and experiences that inspire, excite, and delight. We work at scale — across all devices and digital mediums, and our people exist everywhere in the world (18000+ experts across 37 countries, to be exact). Our work culture is dynamic and non-hierarchical. We are looking for great new colleagues. That is where you come in!
Job Description
* Overall 8+ years of experience in engineering, machine learning & LLMs.
* 4+ years of hands-on experience in building & deploying AI / ML / Gen AI solutions in large business critical applications.
* 2+ years of experience in developing Gen AI products using a variety of LLMs & frameworks.
* Excellent communication skills, with the ability to explain complex technical concepts to various audiences.
* Proven ability to operate with a transparent mindset, communicating openly with stakeholders at various levels of the organization.
* Advanced proficiency in Python for data science, engineering & LLMs.
* Highly curious technically to evaluate & test new technologies in the Gen AI space.
* Proven ability to work with large structured & unstructured datasets and deploy AI / ML / Gen AI solutions through automated pipelines.
* Experience with leveraging, training and fine-tuning Foundation Models including multimodal inputs and outputs.
* Strong experience working with key LLM model APIs (e.g. OpenAI, Anthropic) and LLM Frameworks (e.g. LangChain, LlamaIndex).
* Proficiency in generating and working with embeddings across a variety of data formats.
* Understanding of embedding spaces and their applications in semantic search and information retrieval.
* Knowledge of effective text chunking techniques for optimal processing and indexing of large documents or datasets.
* Expertise with RAG concepts and fundamentals (vectorDBs, semantic search, re-rankers etc).
* Expertise in implementing RAG systems that combine knowledge bases.
* Experience with multi-agent frameworks / systems and an understanding of multi-agent systems and their applications in complex problem-solving scenarios.
* Experience in working with a variety of databases (SQL, no SQL), APIs & microservices development.
* Experience with LLMOps tools (e.g. Langsmith) to implement guardrails, track accuracy, hallucinations, bias and other metrics in Gen AI products.
* Experience in constructing and querying knowledge graphs including graph-based reasoning.
* Experience in front-end development technologies (e.g. REACT) would be good to have.
Qualifications
* Must have Skills: Data Science - General Experience, React (Capable), Python for Data Science (Strong).
* Good To Have Skills: Generative AI Fundamentals (Strong), FastAPI (Strong).
Additional Information
* We are a remote-first company.
* We have modern offices in central locations with high-tech equipment.
* MyN Employee Participation Program - Nagarro.
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