Data Science and AI/ML Developer

1 day ago

Bengaluru, Karnataka, India JPMC Candidate Experience page Full time ₹ 1,04,000 - ₹ 1,30,878 per year

You are a strategic thinker passionate about driving solutions in Data Science and AI/ML Developer. You have found the right team.

As a Data Science and AI/ML Developer – Associate in our Transformation and Analytics, you will spend each day defining, refining and delivering set goals for our firm.

Job Responsibilities:

  • Collaborate with internal stakeholders to identify business needs and develop NLP/ML solutions that address client requirements and drive transformation.

  • Scope, prioritize, and coordinate activities with product owners; partner with product teams to identify strategic solutions.

  • Apply large language models (LLMs), machine learning (ML) techniques, and statistical analysis to enhance decision-making and improve workflow efficiency across investment functions, client services, and operational processes.

  • Design and implement LLM projects using GPT models, ensuring alignment with business objectives.

  • Utilize Data Bricks and AWS infrastructure to build, deploy, and scale machine learning models in production environments.

  • Collect and curate datasets for model training and evaluation, ensuring data quality and integrity through effective validation and testing processes.

  • Perform experiments using different model architectures and hyperparameters; determine appropriate objective functions and evaluation metrics; run statistical analysis of results.

  • Demonstrate proficiency in visualization and storytelling to create impactful business insights.

  • Monitor and improve model performance through feedback and active learning. Deliver written, visual, and oral presentations of modeling results to business and technical stakeholders.

  • Stay up-to-date with the latest research in LLM, ML, and data science, identifying and leveraging emerging techniques for ongoing enhancement.

  • Transform model outputs into formats understandable to end users through visualization, clear tables, and thoughtful presentations; assist technical and non-technical users in leveraging and interpreting the analysis.

Required qualifications, capabilities and skills

  • Self-starter, attention to details and results orientated, able to work under minimal guidance.
  • Uses pertinent data and facts to identify and solve a range of problems within area of expertise.
  • Proficiency in Python, R, and machine learning frameworks like TensorFlow or PyTorch is essential.
  • Having mandatory experience in Statistics  along with  Exploratory and regression data analysis
  • Strong proficiency in LLM,  concept of vectorization/ vector stores, database optimization, performance tuning, agentic AI LLM, RAG based  agents. Proficient in building evaluation metrics.
  • Experience with LLM and other related frameworks like Langchain, LLamaIndex, AutoGen, ReAct , GPT and  Claude models, 
  • Experience in  model development using Machine Learning techniques [Data Analysis /Model Tuning].
  • Bachelor's Degree in, Data science, Computer Science, or Engineering.  Different field of study, with significant professional experience in AI oriented Analytics and BI development, is acceptable. 
  • Experience Required: 5+ years in Data related projects and 3+ years in Data Science/AI
  • Good communication and analytical skills

Preferred qualifications, capabilities and skills

  • Exposure for  complex ETL development is an added advantage.
  • Knowledge on CI/CD pipelines. 
  • Preferred data querying  skills on  SQL (Snowflake, Databricks) and , Python (packages and libraries like Scikit , Kera's, Pandas, PySpark/PySQL)
  • Exposure to low-code BI tools like Alteryx and Tableau.

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