22.07.2024 aktualisiert
20 % verfügbar
Data Scientist & MLOps
Grünwald, Deutschland
Grünwald +25 km
Master of ScienceSkills
TensoFlowPythonJavaNatural Language Processing (NLP)KafkaTigergraphNeo4JTerraformSpring BootHuggingfaceAmazon AWS PyTorch Scikit-Learn
Experienced developer with a passion for Data Science / MLOps and a proven track record of delivering high-quality software solutions. Proficient in agile methodologies, and experienced in working in cross-functional teams. Excellent problem-solving and communication skills.
Programming languages and frameworks
Graph Algorithms, Machine Learning, Deep Learning, Natural Language Processing
DevOps
Terraform, Kubernetes, AWS (Athena, Lambda, ECS, Sagemaker), Jenkins, Airflow, Git, DVC
Data Engineering
Apache Kafka, MongoDB, TigerGraph, SQL, Postgres, Mysql
Methodologies
Agile Methods, Scrum, Kanban, Project Management
Programming languages and frameworks
- Python (Tensorflow, PyTorch, SciKit-Learn, NetworkX, AutoGluon, Spacy, NLTK, Hugging Face)
- Java (Spring Boot)
- R
Graph Algorithms, Machine Learning, Deep Learning, Natural Language Processing
DevOps
Terraform, Kubernetes, AWS (Athena, Lambda, ECS, Sagemaker), Jenkins, Airflow, Git, DVC
Data Engineering
Apache Kafka, MongoDB, TigerGraph, SQL, Postgres, Mysql
Methodologies
Agile Methods, Scrum, Kanban, Project Management
Sprachen
DeutschMutterspracheEnglischverhandlungssicherRussischMuttersprache
Projekthistorie
Developing an LLM based study companion.
- FastApi microservices with MySQL, MongoDB databases
- Cloud architecture
- Prompt engineering and agentic function calling
- FastApi microservices with MySQL, MongoDB databases
- Cloud architecture
- Prompt engineering and agentic function calling
Tasks
- Time-series forecasting for short and long term (Python, Scikit-Learn, Pytorch)
- Building and maintaining ML cloud infrastructure (Terraform, AWS)
- Explainability and communication with stakeholders
Applied skills
AWS, Git, Terraform, Jenkins, Machine Learning, Python, Scikit-learn, Pytorch, SQL, Git, DVC
- Time-series forecasting for short and long term (Python, Scikit-Learn, Pytorch)
- Building and maintaining ML cloud infrastructure (Terraform, AWS)
- Explainability and communication with stakeholders
Applied skills
AWS, Git, Terraform, Jenkins, Machine Learning, Python, Scikit-learn, Pytorch, SQL, Git, DVC
Tasks
- Development & Design of a Knowledge Graph (Tigergraph, Neo4J prototyping)
- Data Ingestion from Apache Kafka, Real-Time Stream
- Graph Schema Development and Querying
- On-Graph and Classical ML (Python, Clustering, Regression)
Applied Skills
Python (Scikit-learn, TensorFlow), Tigergraph, Neo4J, Kafka, Kubernetes, mySQL, Java, Spring Boot
- Development & Design of a Knowledge Graph (Tigergraph, Neo4J prototyping)
- Data Ingestion from Apache Kafka, Real-Time Stream
- Graph Schema Development and Querying
- On-Graph and Classical ML (Python, Clustering, Regression)
Applied Skills
Python (Scikit-learn, TensorFlow), Tigergraph, Neo4J, Kafka, Kubernetes, mySQL, Java, Spring Boot