Data Science Engineer
Data Science Engineer
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1 Vacancy
Job Description
Data Science General Experience React (Capable) Python for Data Science (Strong)
Good To Have Skills: Generative AI Fundamentals (Strong) FastAPI (Strong)
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
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
