Tipo de anúncioOferta de emprego Tipo de contratoTempo determinado Habilitações académicasLicenciatura Experiência profissional4-7 anos MoedaAKZ Forma de pagamentoMensal Outras competênciasGeneral Duties & Responsibilities
Working across a number of business areas providing development, maintenance and
support
Working as part of a team and occasionally solo developments as the business needs
arise
Design, builds, and productionizes ML models to solve business challenges using
Google Cloud technologies and knowledge of proven ML models and techniques.
Research and implement appropriate ML algorithms and tools
Design machine learning systems
Study and transform data science prototypes
Develop machine learning applications according to requirements
Select appropriate datasets and data representation methods
Run machine learning tests and experiments
Perform statistical analysis and fine-tuning using test results
Train and retrain systems when necessary
Extend existing ML libraries and frameworks
Keep abreast of developments in the field
Help identify probable causes and provide immediate solution during an incident
Work within an agile environment following an agile framework.
Contribute significant ideas for making the applications better and easier to use
Participate in cutting edge research in artificial intelligence and machine learning
applications.
Contribute to engineering efforts from planning and organization to execution and
delivery to solve complex, real-world engineering problems.
Skills and Experience
Research or Industry experience in Artificial Intelligence, Machine Learning (ML) models,
ML infrastructure, Natural Language Processing or Deep Learning.
Understanding of data structures, data modelling and software architecture
Automate & orchestrate ML pipelines
Monitor, optimize, and maintain ML solutions
Experience in Python programming language and frameworks such as Flask, AIO Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like
scikit-learn)
Ability to work in a team
Outstanding analytical and problem-solving skills
Experience in multi-threading, message queues, WebSockets
Experience with Cloud platforms such as Google cloud platform, AWS would be plus
Experience with automation of the development and test processes through CI / CD
pipeline (Gitlab, SonarQube, Artifactory, Docker containers)
Advanced knowledge of SQL queries
Intermediate knowledge of API development
Proving track record in building high performance, highly available and scalable systems
Job Qualifications
Bachelor's degree in Computer Science, or related technical field, or equivalent work
experience.
3 - 5 years of relevant work experience.
Experience designing and implementing distributed software systems (e.g Python).
Research or Industry experience in Artificial Intelligence, Machine Learning (ML) models,
ML infrastructure, Natural Language Processing or Deep Learning.
Good oral and written English communication skills
Strong grasp of established and emerging technologies, systems, platforms, and
software
Ability to organize and manage multiple priorities
Technical curiosity - Willingness to explore and learn new technologies that are
unfamiliar
Ability to work in a fast pace delivery oriented environment
Ability to deliver short term results while invest in long term strategic solutions
Self-starter, and Self-motivated and able to learn independently
Team player who is eager to help others to succeed