Since 2004, BI4ALL has been a leader in consulting services with expertise in the areas of Analytics, Big Data, Data Science, Artificial Intelligence, Data Visualisation and Software Engineering. We act as facilitators to provide competitive advantages to Organisations, transforming their data into insights.
BI4ALL has been recognised with more than 30 national and international awards and has more than 350 employees, with diverse backgrounds and cultures, different training and interests, skills and experience, who are part of a structure that is growing rapidly.
Working at BI4ALL means being part of a young, passionate and innovative team, where ideas, teamwork and constant mutual help are part of our DNA.
JOB DESCRIPTION
* Develop, implement, deploy and maintain machine learning models to solve complex business problems
* Collaborate with cross-functional teams to understand business requirements and translate them into data science solutions
* Utilize various machine learning frameworks and tools
* Perform data preprocessing, feature engineering, and model evaluation to ensure high-quality model performance
* Continuously monitor and improve the performance of deployed models
* Design and implement MLOps pipelines to automate the deployment and monitoring of machine learning models in production
* Stay up-to-date with the latest advancements in machine learning and MLOps technologies and best practices
WHAT WE’RE LOOKING FOR
* Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field
* +5 years of experience in Data Science and Machine Learning
* Proven experience as a Data Scientist, with a strong focus on machine learning and MLOps
* Proficiency in programming languages such as Python
* Experience with machine learning frameworks and libraries
* Familiarity with MLOps tools and platforms (e.g., MLflow, Kubeflow, Airflow)
* Strong understanding of data preprocessing, feature engineering, and model evaluation techniques
* Experience with (at least 1) cloud platforms (e.g., Azure, GCP, Databricks, AWS)
* Experience in containerization technologies (e.g., Docker, Kubernetes) (Nice-to-have)
* Excellent problem-solving skills and the ability to work independently and as part of a team
* Strong communication skills to effectively convey complex technical concepts to non-technical stakeholders
WE ALSO VALUE
* Experience with big data technologies (DataLake Open formats, Spark, etc..)
* Knowledge of deep learning techniques and frameworks
* Experience with version control systems (e.g., Git)
OUR OFFER INCLUDES
* Attractive compensation plan
* Opportunity to work on cutting-edge projects in a collaborative and innovative environment
* Continuous development of the skills of our employees (training plan and certification tailored to each employee)
* New office with great work and leisure environment (Food Court, Padel Court, Gym, Table Tennis, among others)
* Work-life balance
EQUAL OPPORTUNITIES, DIVERSITY & INCLUSION AND PURPOSE
We are an inclusive company, where all our candidates have equal opportunities and are treated in a fair and non-discriminatory way. In our day-to-day work we are focused on an active social and environmental purpose that contributes to the development of the surrounding society.
Send us your updated CV to careers@bi4all.pt! We're waiting for you!
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
IT Services and IT Consulting
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