Machine Learning Engineer

hace 3 meses

Ciudad de México Capgemini A tiempo completo

Location: Hybrid CDMX

Practice: IPA

Need: 13721998

Technologies:

- Qualifications Bachelors or Master s degree in Data Science Mathematics Computer Science Analytics or a related field.
- 3 years experience in deployment of machine learning models
- Strong programming skills in python and pyspark
- Understanding of data models relational databases
- Experience with Github and MLOps is a must
- Familiarity with continuous integration continuous deployment CI CD tools such as Jenkins is preferred
- Excellent problem solving and analytical skills
- Strong communication and collaboration skills
- Understanding of ML concepts
- NLP text analytics and deep learning
- Experience working with Azure is a plus

**Responsibilities**:

- Collaborate with Data Scientists and IT teams to develop machine learning models and algorithm
- Perform data formatting and manipulation to ensure data is compatible with machine learning models
- Collect and analyze data from diverse internal and external source systems and assess the effectiveness and accuracy of the data
- Develop and write testing queries to ensure high quality models
- Set up up CI CD pipeline for machine learning models
- Optimize machine learning models for high performance and scalability
- Experience with ML models NLP techniques and relevant python libraries
- Ability to run security checks and identify vulnerabilities in the code
- Implement and maintain machine learning infrastructure in a cloud based environment Stay up to date with the latest machine learning techniques and technologies

Soft skills:
Work Underpressure, Quality at work, Results Oriented

What can YOU expect in a career with Capgemini?
- Working in a team environment, Consultants will focus on the analysis, design and development of technology-based solutions for Capgemini’s clients.
- You will work alongside technical, functional and industry specialists to assist with the development, implementation and integration of innovative system solutions including methods, techniques and tools.
- You will contribute to client satisfaction by providing timely and responsive value-added services and work products.
- Capgemini offers a competitive compensation and benefits package.
- Headquartered in Paris, France, Capgemini has a presence of more than 340 thousand professionals in Mexico distributed among 3 sites located in Mexico City, Monterrey and Aguascalientes. A deeply multicultural organization.
- Capgemini has developed its own way of working, the Collaborative Business ExperienceTM, and draws on Rightshore, its worldwide delivery model.

You will love this job because
- Capgemini focuses on giving each new hire a YOU-nique experience through our recruitment process and on-boarding program, as well as by helping you to build your own career and professional skills foundation.
- Capgemini provides a collaborative environment that embodies and holds the following stated values close to heart: Honesty, Boldness, Trust, Freedom, Team Spirit, Modesty, and Fun.
- Capgemini cultivates an atmosphere for development that enables YOU to be hands-on, planning for your growth, both horizontally and vertically.

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