Description
Hello #Everyone,
We at #CosMicIT are urgently looking for #ETRM Data Scientist
Locations: Munich Germany
Experience: Min. 7+ Years
Role: Permanent (Tech Mahindra)
Job Type :Onsite.
Language German Must
JD:
· Education Requirements:
o Master’s degree in mathematics, Statistics, Data Science, or related fields is mandatory.
o A Ph.D. in Mathematics, Statistics, Data Science, or similar areas is preferred but not mandatory.
· Mandatory skills:
o Data Science:
§ Extensive experience in time-series forecasting, predictive modelling, and deep learning.
§ Proficient in designing reusable and scalable machine learning systems.
§ Proficiency in implementing techniques such as ARIMA, LSTM, Prophet, Linear Regression, and Random Forest to ensure accurate forecasting and insights.
§ Strong command of machine learning libraries, including scikit-learn, XGBoost, Darts, TensorFlow, and PyTorch, along with data manipulation tools like Pandas and NumPy.
§ Proven expertise in designing and implementing explicit ensemble techniques such as stacking, boosting and bagging to improve model accuracy and robustness.
§ Proven track record of analysing and optimizing performance of operational machine learning models to ensure long-term efficiency and reliability.
§ Expertise in retraining and fine-tuning models based on evolving data trends and business requirements.
o MLOps Implementation:
§ Proficiency in leveraging Python-based MLOps frameworks for automating machine learning pipelines, including model deployment, monitoring, and periodic retraining.
§ Advanced experience in using the Azure Machine Learning Python SDK to design and implement parallel model training workflows, incorporating distributed computing, parallel job execution, and efficient handling of large-scale datasets in managed cloud environments.
o PySpark Proficiency
§ Strong experience in PySpark for scalable data processing and analytics.
o Azure Expertise:
§ Azure Machine Learning: Managing parallel model training, deployment, and operationalization using the Python SDK.
§ Azure Databricks: Collaborating on data engineering and analytics tasks using PySpark/Python.
§ Azure Data Lake: Implementing scalable storage and processing solutions for large datasets.
· Preferred skills:
o K-Means Clustering: Experience in applying k-means clustering for data segmentation and pattern identification.
o Bottom-Up Forecasting: Skilled in creating granular bottom-up forecasting models for hierarchical insights.
o Azure Data Factory : Designing, orchestrating, and managing pipelines for seamless data integration and processing.
o knowledge of power trading concepts.
o Generative AI (GenAI): Experience in applying generative AI models, such as GPT or similar frameworks.
Eligible candidates, please share their resume/CV at
Any references would also be accepted.
Thanks & Regards,
CosMicIT GmbH, Germany ??
CosMicIT Informatics India Pvt Ltd. ??
CosMicIT Spolka Z Ograniczona Odpowiedzialnoscia, Poland ??
www.CosMic-IT.com | www.CosMic-IT.in
LinkedIn: https://www.linkedin.com/company/cosmic-it/
For more job openings for Europe/India please click the given link: https://jobs.cosmic-it.in
We at #CosMicIT are urgently looking for #ETRM Data Scientist
Locations: Munich Germany
Experience: Min. 7+ Years
Role: Permanent (Tech Mahindra)
Job Type :Onsite.
Language German Must
JD:
· Education Requirements:
o Master’s degree in mathematics, Statistics, Data Science, or related fields is mandatory.
o A Ph.D. in Mathematics, Statistics, Data Science, or similar areas is preferred but not mandatory.
· Mandatory skills:
o Data Science:
§ Extensive experience in time-series forecasting, predictive modelling, and deep learning.
§ Proficient in designing reusable and scalable machine learning systems.
§ Proficiency in implementing techniques such as ARIMA, LSTM, Prophet, Linear Regression, and Random Forest to ensure accurate forecasting and insights.
§ Strong command of machine learning libraries, including scikit-learn, XGBoost, Darts, TensorFlow, and PyTorch, along with data manipulation tools like Pandas and NumPy.
§ Proven expertise in designing and implementing explicit ensemble techniques such as stacking, boosting and bagging to improve model accuracy and robustness.
§ Proven track record of analysing and optimizing performance of operational machine learning models to ensure long-term efficiency and reliability.
§ Expertise in retraining and fine-tuning models based on evolving data trends and business requirements.
o MLOps Implementation:
§ Proficiency in leveraging Python-based MLOps frameworks for automating machine learning pipelines, including model deployment, monitoring, and periodic retraining.
§ Advanced experience in using the Azure Machine Learning Python SDK to design and implement parallel model training workflows, incorporating distributed computing, parallel job execution, and efficient handling of large-scale datasets in managed cloud environments.
o PySpark Proficiency
§ Strong experience in PySpark for scalable data processing and analytics.
o Azure Expertise:
§ Azure Machine Learning: Managing parallel model training, deployment, and operationalization using the Python SDK.
§ Azure Databricks: Collaborating on data engineering and analytics tasks using PySpark/Python.
§ Azure Data Lake: Implementing scalable storage and processing solutions for large datasets.
· Preferred skills:
o K-Means Clustering: Experience in applying k-means clustering for data segmentation and pattern identification.
o Bottom-Up Forecasting: Skilled in creating granular bottom-up forecasting models for hierarchical insights.
o Azure Data Factory : Designing, orchestrating, and managing pipelines for seamless data integration and processing.
o knowledge of power trading concepts.
o Generative AI (GenAI): Experience in applying generative AI models, such as GPT or similar frameworks.
Eligible candidates, please share their resume/CV at
Any references would also be accepted.
Thanks & Regards,
CosMicIT GmbH, Germany ??
CosMicIT Informatics India Pvt Ltd. ??
CosMicIT Spolka Z Ograniczona Odpowiedzialnoscia, Poland ??
www.CosMic-IT.com | www.CosMic-IT.in
LinkedIn: https://www.linkedin.com/company/cosmic-it/
For more job openings for Europe/India please click the given link: https://jobs.cosmic-it.in