
AI Model Developer
1 day ago
We seek a skilled professional to leverage strong machine learning model experience in complex data environments to drive business success.
This role requires a solid background in mathematics and statistics to inform model development and evaluation. You will design, architect, and develop robust machine learning solutions, integrating Large Language Models where applicable.
This position involves close collaboration within Agile Scrum teams, contributing to iterative development and continuous improvement. You will document business processes, workflows, and requirements clearly and comprehensively.
You will engage in close collaboration with various domains to ensure alignment and understanding of business needs. Additionally, you will participate in conceptualization sessions to brainstorm and refine project ideas.
Mandatory Skills:- Proficiency in Python, Machine Learning, REST API, and SQL
- Experience with data processing, cleansing, and verification to ensure data integrity for analysis
- Conduct data quality checks and exploratory analyses to inform model development
- Demonstrated programming skills in relevant languages, particularly Python and API development
- Build end-to-end machine learning models, including data structures and transformation processes
- Strong understanding of statistical modeling techniques (e.g., Regression, Clustering, Decision Trees, Logistic Regression)
- Familiarity with machine learning algorithms (e.g., KNN, Random Forests, Ensemble Methods, Bayesian/Markov Networks)
- Knowledge of data mining concepts and experience with data visualization tools and dashboards
- Experience with Large Language Models such as GPT, BERT, or similar architectures
- Understanding of natural language processing (NLP) techniques and their applications in business contexts
- Familiarity with advanced research topics, including deep learning, kernel methods, spectral methods, and forecasting
- Ability to integrate end-to-end ML solutions into product suites and business functions, with a focus on LLM applications
- Design technical frameworks based on various use cases, particularly those involving text data and language understanding
- Identify opportunities to automate analytical processes, data extraction, and flow processes, especially in the context of LLMs
- Propose hypotheses and design experiments to address specific problems, leveraging LLM capabilities where relevant
- Stay updated with the latest advancements in machine learning and natural language processing, particularly in the context of LLMs
- Mentor junior team members on best practices in machine learning and LLM implementation
- Contribute to the development of best practices and standards for machine learning and LLM projects
We are committed to creating an inclusive environment and value diversity in the workplace.
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