Machine Learning Engineer
Standard Focus, Lda
Luanda (Luanda)
há 16 horas
source : Ver Angola Empregos

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

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