Head of Modeling & IA
BamboohrCDMXFull Time
Job description
Head of Modeling & IA at Bamboohr.
About the role
Bamboohr is seeking a highly skilled Head of Modeling & IA to lead our data-driven initiatives in the financial technology sector. This pivotal role will involve overseeing the development and implementation of advanced modeling techniques and artificial intelligence solutions to enhance our lending platform. The ideal candidate will possess a strong background in data science and machine learning, as well as a passion for leveraging technology to drive business growth and improve customer experiences.
Key facts
What you'll do
- Lead the design and execution of predictive models that inform credit risk assessments and improve lending decisions.
- Collaborate with cross-functional teams to identify business needs and translate them into data-driven solutions.
- Develop and maintain machine learning algorithms that enhance the accuracy and efficiency of our financial products.
- Oversee the data collection process, ensuring high-quality data is available for modeling purposes.
- Mentor and guide a team of data scientists and analysts, fostering a culture of innovation and continuous improvement.
- Stay abreast of industry trends and emerging technologies to ensure Bamboohr remains at the forefront of financial technology.
- Conduct thorough evaluations of existing models and recommend enhancements based on performance metrics.
- Present findings and insights to stakeholders, translating complex data into actionable business strategies.
- Collaborate with IT and engineering teams to integrate models into production systems seamlessly.
- Ensure compliance with regulatory requirements and best practices in data handling and model governance.
- Drive initiatives to enhance data literacy across the organization, empowering teams to utilize data in decision-making.
- Participate in strategic planning sessions to align modeling efforts with Bamboohr's long-term goals and objectives.
Requirements
- A Master's degree or Ph.D. in a quantitative field such as Mathematics, Statistics, Computer Science, or Engineering.
- A minimum of 5 years of experience in data modeling, machine learning, or a related field, preferably within the financial services industry.
- Proven track record of developing and deploying predictive models in a production environment.
- Strong programming skills in languages such as Python, R, or SQL, with experience in relevant libraries and frameworks.
- Familiarity with big data technologies and cloud computing platforms (e.g., AWS, Google Cloud, Azure).
- Excellent analytical and problem-solving abilities, with a keen attention to detail.
- Strong communication skills, with the ability to convey complex technical concepts to non-technical stakeholders.
- Experience in leading and managing teams, with a focus on mentorship and professional development.
- Knowledge of regulatory frameworks related to data usage and financial modeling.
- Ability to work in a fast-paced environment and adapt to changing priorities.
Nice to have
- Experience with natural language processing (NLP) and its applications in financial services.
- Familiarity with data visualization tools such as Tableau or Power BI.
- Previous experience in a startup environment, particularly in fintech.
- Understanding of credit scoring systems and risk management practices.
- Knowledge of ethical AI practices and bias mitigation in machine learning.
Skills & tools
- Proficiency in programming languages: Python, R, SQL
- Experience with machine learning frameworks: TensorFlow, Scikit-learn, Keras
- Familiarity with data processing tools: Apache Spark, Hadoop
- Knowledge of database management systems: MySQL, PostgreSQL
- Strong understanding of statistical analysis and data mining techniques
- Ability to use version control systems like Git
Practical notes
- This position is based in Mexico City, specifically in the Miguel Hidalgo area.
- Candidates must be eligible to work in Mexico; visa sponsorship is available for qualified applicants.
- The role may require occasional travel for conferences or team meetings.
- Interested applicants should apply through the Bamboohr careers page at the provided URL.
META
Company: Bamboohr
Title: Head of Modeling & IA
Listed
location: CDMX, Miguel Hidalgo
Job type: Full-time
Apply URL: https://konfio.bamboohr.com/careers/1229