JD- DATA SCIENTIST
Work experience - For Juniors- 0-2 years, For Associates- 2-4 years
Qualification - Master’s / Bachelor’s in Computer science / Data science / Mathematics / Statistics
or related disciplines.
Job Brief :
In this role, you should be highly analytical with a knack for analysis, math and statistics.
Critical thinking and problem solving skills are essential for interpreting data. We also want
to see a passion for machine learning and research.
Must have Skills :
- Prior experience in working with Flask based APIs for backend development
- Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software
architecture
Outstanding communication and organizational skillsStrong project management skillsHigh proficiency in using Python / Spark, Hadoop platforms,Tableau, SQL, NoSQL, SAS or RExperience in using services like Azure, Databricks, AWS, SnowflakeProficient with Numpy, Pandas, Matplotlib, Scipy, Web Scraping, Data Structures, Sklearn, NLP, DeepLearning
Strong mathematical and statistical skillsExperience deploying scalable ML solutions on AWS or Azure.Knowledge of Pytorch / Tensorflow,Kubernetes, Docker.Experience with the LLM stack (Langchain, Langsmith, Uptrain, Llamaindex,haystack) and vector databases (FAISS,Pinecone, opensearch)
NLP and Image analysis solutions into production.Good to have skills :
Selecting features, building and optimizing classifiers using machine learning techniquesData mining using state-of-the-art methodsExtending company’s data with third party sources of information when neededEnhancing data collection procedures to include information that is relevant for building analyticsystems
Procession, cleansing, and verifying the integrity of data used for analysisWork on time bound projects