Associate Manager Software Engineering - PML - wmA CoE

Job Description:

Tools used

Programming Languages

Python, JAVA, PySpark, Scala, Shell Script.

Generative AI

Prompt Engineering, Few Short Learning, Retrieval Augmented Generation (RAG), VectorDB, LangChain, LangSmith, LangServe, LlamaIndex, Linear Search, Semantic Search, Hybrid Search, Multi AI Agents, Large Language Models(LLMs) Fine tuning.

Machine Learning /

Deep Learning

Linear Regression, Logistic Regression, SVM, Random Forest, Decision Trees, XGBoost, KNN, K-Means, DBScan, Neural Networks, Transformers (BERT, T5, RoBERTa, GPT), Natural Language Processing (NLP). Pandas, Scikit-Learn, SciPy, NumPy, NLTK, SpaCy, Spark ML.

Cloud Technologies

AWS SageMaker, EC2, S3, Azure Databricks ADLS Gen2, Azure Data Factory.

Databases

Oracle (PL/SQL, SQL), MySQL, PostgreSQL.

CI/CD

MLOps, Git, GitHub, GitHub Actions, Jenkins, Docker, Kubernetes.

• advanced agentic workflows for real-time decision-making systems, incorporating optimized memory management techniques to enable seamless, extended multi-agent interactions without compromising performance.

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