
Tatras Data
4 weeks ago
Qualification :
- Masters/Bachelors 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 skills
- Strong project management skills
- High proficiency in using Python/Spark, Hadoop platforms,Tableau, SQL, NoSQL, SAS or R
- Experience in using services like Azure, Databricks, AWS, Snowflake
- Proficient with Numpy, Pandas, Matplotlib, Scipy, Web Scraping, Data Structures, Sklearn, NLP, Deep Learning
- Strong mathematical and statistical skills
- Experience 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 techniques
- Data mining using state-of-the-art methods
- Extending companys data with third party sources of information when needed
- Enhancing data collection procedures to include information that is relevant for building analytic systems
- Procession, cleansing, and verifying the integrity of data used for analysis
- Work on time bound projects
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