What are the responsibilities and job description for the Data Analyst position at Confie?
Pay Range:
- $100000 - $120000 / year
Our Perks:
- Generous PTO plans, sick pay and health benefits
- Annual bonus based on employment standing*
- Work from home and hybrid model employment
- Confie Enablement Fund/ Scholarship Program
- I-Care Recognition Program
- Corporate Social Responsibility Program
- Diversity, Equity and Inclusion Initiatives
- Confie Hub and Discount Programs (Gym Membership)
Purpose
Work under the guidance and supervision of the Director, Enterprise Architecture to build supervised and unsupervised Artificial Intelligence (AI)/Machine Learning (ML) models
Essential Duties & Responsibilities
Research, analyze, support, and implement machine learning solutions on Snowflake Cloud data warehouse platform using snowpark framework
Develop novel solutions using your knowledge of the latest AI/ML/NLP techniques and rigorous statistical analysis
Utilize LLMs and Generative AI to provide software automation capability integrations
Build and operationalize retrieval-augmented generation (RAG) frameworks
Enhance, develop, and deploy production-level machine learning models and algorithms that will improve Confie's business outcome/customer experience
Perform data cleansing, analysis, and feature engineering using Python
Ability to work with multiple data sources and types (structured/semi-structured/unstructured)
Asses the effectiveness and accuracy of new data sources and execute data wrangling techniques
Participate and support other teams, as needed, for all aspects of model development, including design, model implementation, validation, calibration, documentation, product implementation, monitoring, and reporting
Communicate technical results in a clear, concise, and effective manner with an emphasis on data visualization techniques
Collaborate with data scientists, data engineers, and data architects on production systems and applications
Stay up-to-date with industry trends and advancements in AI/ML
On-call support
Qualifications and Education Requirements
Master's degree in a quantitative/applied field (Engineering, Computer Science, Data Science, Operations Research, Mathematics, Statistics, Econometrics)
Expertise in manipulating and analyzing large data (e.g., exploratory analysis, model fitting, and visualization)
Proficient SQL skills and experience working with large data sets (big data, IoT Data)
Proficient with programming and modelling using Python
Knowledge of modelling in pre-training & fine-tuning foundation LLM models
Knowledge of LangChain and sentence transformer frameworks
Knowledge of ChatGPT4 (or comparable models)
Experience applying current machine learning techniques
Knowledge of evolving data science concepts and best practices
Applicants must be authorized to work for ANY employer in the U.S.
We are unable to sponsor or take over sponsorship of an employment Visa at this time
Other Duties
This job description is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities that are required of the employee for this job. Duties, responsibilities, and activities may change at any time with or without notice
As permitted by applicable law and from time-to-time, Confie may use a computer system that has elements of artificial intelligence to help make decisions about your employment, including recruitment, hiring, renewal of employment, or the terms and conditions of your employment. Employees with questions about Confie’s use of these computer systems should contact Human Resources at employeerelations@confie.com
Salary : $100,000 - $120,000