Data Science Engineer
Data Science Engineer
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1 Vacancy
Job Description
- Overall 8 years of experience in engineering machine learning & LLMs.
- 4 years of handson experience in building & deploying AI/ML/Gen AI solutions in large business critical applications.
- 2 years of experience in developing Gen AI products using 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 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 finetuning Foundation Models including multimodal inputs and outputs.
- Strong experience working with key LLM models APIs (e.g. OpenAI Anthropic) and LLM Frameworks (e.g. LangChain LlamaIndex).
- Proficiency in generating and working with embeddings across 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 semanticsearch rerankers etc).
- Expertise in implementing RAG systems that combine knowledge bases.
- Experience with multiagent frameworks/systems and an understanding of multiagent systems and their applications in complex problemsolving scenarios.
- Experience in working with variety of data bases (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 graphbased 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 hightech equipment.
- MyN Employee Participation Program Nagarro.
- Attractive development opportunities.
- Time flexibility.
- Internal promotion.
- Flexible compensation.
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
Company Industry
Department / Functional Area
Engineering
Key Skills
- Apache Hive
- S3
- Hadoop
- Redshift
- Spark
- AWS
- Apache Pig
- NoSQL
- Big Data
- Data Warehouse
- Kafka
- Scala
