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Data analyst H/F
France
· Full-time
·
Entry
L'offre
Secteurs
Services & Systèmes d'Informations
Missions à réaliser
Architecting and implementing data integration solutions to gather data from diverse sources, such as IoT sensors, public APIs, citizen apps, social media, and other relevant streams.Designing data processing pipelines to clean, transform, and store large volumes of data streams efficiently.Developing and maintaining data models that ensure data consistency, accuracy, and optimal performance for various analytical use cases.Building real-time data analytics pipelines to enable quick insights and action for time-sensitive applications like traffic management, security, energy optimization, etc.Applying time series forecasting techniques to predict city-wide trends and patterns, enabling proactive decision-making for city planners and administrators.Developing algorithms for anomaly detection to identify irregularities in data streamsDesigning and developing AI-driven solutions that make sense of vast volumes of data generated by data streams in the smart city contextDesigning and building advanced AI and machine learning models tailored to specific use cases, such as predictive maintenance, traffic optimization, energy efficiency, and more.Collaborating with software engineers to deploy AI models into production systems, ensuring scalability and efficiency.Staying updated with the latest advancements in AI, IoT, and smart cities research, and actively contribute to the development of innovative data-driven solutions.Create intuitive and informative data visualizations to communicate findings and insights to stakeholders effectively.Helping to design, implement and test enterprise's Open Source and commercial productsEnsuring high quality, reusable code through automated testing, including reliability and security requirementsEngaging with customers to assist them in designing and deploying software solutions.
ModalitésDate de démarrage : dès que possibleCandidats recherchés : 1Expérience : 1+ anType de contrat : CDI, Temps completRémunération : 40000 € - 70000 € par an selon expérienceLocalisation : Grenoble, FranceTélétravail partiel
Le profil recherché
Compétences requises time series data analysis, Python, Yolo or SSD, Learning/Machine Learning
Description du profil
5+ years of experience building high quality data analytics applications in industry, in particular in the IoT and smart city domainsMasters or PhD degree in Computer Science, Engineering, or similar relevant fieldStrong programming skills in an object oriented language such as Python, as well as associated libraries (NumPY, SciPy, Scikit-learn, Pandas, Matplotlib, PyTorch, Keras/Tensorflow)Experience with time series data analysis and visualisation tools (PostgreSQL/Timescale, Prometheus. TensorBoard, Grafana, Kibana, Chronograf, Tableau, Power BI, etc.)Strong knowledge of Artifical Intelligence and Machine Learning technologies and techniques (supervised and unsupervised learning, deep learning, forecasting models, etc.)Experience with AI-based image processing using methods and tools such as Yolo or SSDExplainable AI concepts and methods to interpret and explain ML model decisionsUnderstanding of service-oriented architecture and experience with scalable, event-based, reactive systemsMastering state-of-the-art software development, testing and deployment tools such as Maven, JUnit, Docker, Sonar, etcUnderstanding of data security and privacy principles in an IoT and smart city contextExperience with big data processing technologies like Apache Spark, Hadoop, Kafka or similarWorking with agile development methodologies, following a design thinking approach with a lean startup mindsetInterest in learning new tools, languages, frameworks, and workflowsExcellent communication skills, organizational and time management practicesAbility to work efficiently with a remote team.Team player, open-minded, dreamer yet hard workerExperience in contributing to open-source softwareEnjoys problem solving and applying their experience to new domainsExperience with OSGi Framework.EU/UK/CH work permitLocation: Preferably in the vicinity of Grenoble, France, but remote work options will be considered
Langues
Français, Anglais
Catégories
Data Scientist, Data Engineer, Data Analyst
À propos de l'entreprise
Les secteurs d'activité
Services & Systèmes d'Informations
Taille de l'entreprise
< 15 salariés
Secteurs
Services & Systèmes d'Informations
Missions à réaliser
Architecting and implementing data integration solutions to gather data from diverse sources, such as IoT sensors, public APIs, citizen apps, social media, and other relevant streams.Designing data processing pipelines to clean, transform, and store large volumes of data streams efficiently.Developing and maintaining data models that ensure data consistency, accuracy, and optimal performance for various analytical use cases.Building real-time data analytics pipelines to enable quick insights and action for time-sensitive applications like traffic management, security, energy optimization, etc.Applying time series forecasting techniques to predict city-wide trends and patterns, enabling proactive decision-making for city planners and administrators.Developing algorithms for anomaly detection to identify irregularities in data streamsDesigning and developing AI-driven solutions that make sense of vast volumes of data generated by data streams in the smart city contextDesigning and building advanced AI and machine learning models tailored to specific use cases, such as predictive maintenance, traffic optimization, energy efficiency, and more.Collaborating with software engineers to deploy AI models into production systems, ensuring scalability and efficiency.Staying updated with the latest advancements in AI, IoT, and smart cities research, and actively contribute to the development of innovative data-driven solutions.Create intuitive and informative data visualizations to communicate findings and insights to stakeholders effectively.Helping to design, implement and test enterprise's Open Source and commercial productsEnsuring high quality, reusable code through automated testing, including reliability and security requirementsEngaging with customers to assist them in designing and deploying software solutions.
ModalitésDate de démarrage : dès que possibleCandidats recherchés : 1Expérience : 1+ anType de contrat : CDI, Temps completRémunération : 40000 € - 70000 € par an selon expérienceLocalisation : Grenoble, FranceTélétravail partiel
Le profil recherché
Compétences requises time series data analysis, Python, Yolo or SSD, Learning/Machine Learning
Description du profil
5+ years of experience building high quality data analytics applications in industry, in particular in the IoT and smart city domainsMasters or PhD degree in Computer Science, Engineering, or similar relevant fieldStrong programming skills in an object oriented language such as Python, as well as associated libraries (NumPY, SciPy, Scikit-learn, Pandas, Matplotlib, PyTorch, Keras/Tensorflow)Experience with time series data analysis and visualisation tools (PostgreSQL/Timescale, Prometheus. TensorBoard, Grafana, Kibana, Chronograf, Tableau, Power BI, etc.)Strong knowledge of Artifical Intelligence and Machine Learning technologies and techniques (supervised and unsupervised learning, deep learning, forecasting models, etc.)Experience with AI-based image processing using methods and tools such as Yolo or SSDExplainable AI concepts and methods to interpret and explain ML model decisionsUnderstanding of service-oriented architecture and experience with scalable, event-based, reactive systemsMastering state-of-the-art software development, testing and deployment tools such as Maven, JUnit, Docker, Sonar, etcUnderstanding of data security and privacy principles in an IoT and smart city contextExperience with big data processing technologies like Apache Spark, Hadoop, Kafka or similarWorking with agile development methodologies, following a design thinking approach with a lean startup mindsetInterest in learning new tools, languages, frameworks, and workflowsExcellent communication skills, organizational and time management practicesAbility to work efficiently with a remote team.Team player, open-minded, dreamer yet hard workerExperience in contributing to open-source softwareEnjoys problem solving and applying their experience to new domainsExperience with OSGi Framework.EU/UK/CH work permitLocation: Preferably in the vicinity of Grenoble, France, but remote work options will be considered
Langues
Français, Anglais
Catégories
Data Scientist, Data Engineer, Data Analyst
À propos de l'entreprise
Les secteurs d'activité
Services & Systèmes d'Informations
Taille de l'entreprise
< 15 salariés
Key Skills
Ranked by relevance
c
ai
ui
lan
ha
machine learning
data analysis
python
scala
cis
data visualization
deep learning
postgresql
prometheus
tensorflow
matplotlib
power bi
big data
grafana
tableau
pytorch
docker
apache
pandas
hadoop
react
kafka
maven
excel
junit
keras
numpy
scipy
spark
nist
sql
etl
oop
esa
das
pan
ats
kf
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- Posted
- Dec 17, 2024
- Type
- Full-time
- Level
- Entry
- Location
- Grenoble
Industries
IT Services
IT Consulting
Categories
Information Technology
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