Data Scientist - Buenos Aires, Argentina - AYIGROUP

AYIGROUP

Empresa verificada

Buenos Aires, Argentina

hace 1 semana

Publicado por:

Sofía Rodríguez

beBee Recruiter

Descripción

What your day-to-day will look like:
Building and Designing a model framework for 10,000+ distinct time series using SQL and Python

Preparing population stability reports for each model

Expert SQL skills, expert Python for data analysis and data science, familiarity with Python for data engineering

Developing KPI reports to share and interpret with leadership

Ensuring models are highly accurate across time series

Leveraging active-learning frameworks that refit models in near real time

Identifying trends, risk factors, and outcomes across varying degrees of aggregation and resolutions

Evaluating and monitoring key risk indicators within the business against prescribed limits
Collaborating and influencing senior leadership to ensure Data Science directly impacts business strategy

Developing and leading statistical and machine learning efforts in relation to your projects using statistics, data analytics, machine learning, experimentation, time series analysis, etc.

Working closely with the Engineering and Product teams to deliver on major cross-functional projects

Developing original analyses to advise and influence product, engineering, and operations roadmaps
Standing up necessary infrastructure to deploy models in production

Leveraging scalable ML architecture, feature engineering and management, to develop and ship code to production

Once models are delivered to production, monitoring their quality, leveraging active learning and incremental modeling improvements.

¿Quiénes somos?
Hola somos Ayi Group una empresa que brinda servicios, productos y distintas soluciones IT, contamos con más de 20 años de experiência
En nuestro camino nos hemos encontrado con muchos desafíos que logramos superar gracias a nuestro compromiso y al de nuestros Ayiers, por eso si estas buscando ser parte de un grupo dinámico, inquieto y colaborativo este es tu lugar, Sumate Es momento de crecer juntos
Nuestro propósito es transformar realidades co-creando soluciones de alto impacto.

Te compartimos los links de nuestra página web y nuestras redes sociales para que conozcas un poquito más sobre Ayi Group y no te pierdas nuestras novedades.

Requisitos:

Graduated from an undergraduate or graduate program in Finance, Commerce, Economics, Engineering, Statistics and/or other related discipline

5+ years of experience in a Statistician, Researcher, Machine Learning Engineer, Data Engineer, or similar role post degree

Expert ability working with Python and SQL build time series forecasting models (SKLearn, XGBoost)

Technical strength with demonstrable experience developing and shipping code for production systems

Experience in financial underwriting and credit analysis and / or working for a lending or specialty finance company which provides funds to consumers or businesses (USA preferred)

Enjoy working in an ambiguous and fast-paced environment, thinking outside the box, and taking accountability for the delivery of a project within a committed amount of time, proactively communicating any changes to plan

Collaborative mindset and experience influencing business partners to achieve strategic goals

Demonstrated ability to communicate technical constraints and address feedback from product managers, engineering leaders, data science leaders, and non-technical leadership

Nice to Haves:

Have worked with USA credit bureaus and alternative data sources for credit risk modelling

Demonstrated collaboration with DevOps, Security, and other Data and Engineering domains

Familiarity with Facebook Prophet