Senior Data Scientist
موقع الوظيفة:
الراتب شهرياً:
تم النشر:
آخر موعد للتقديم:
عدد الوظائف الشاغرة:
ملخص الوظيفة
At Capgemini Invent we believe difference drives change. As inventive transformation consultants we blend our strategic creative and scientific capabilitiescollaborating closely with clients to deliver cutting-edge solutions. Join us to drive transformation tailored to our clients challenges of today and and validated by science and data. Superpowered by creativity and design. All underpinned by technology created with purpose.
Machine Learning & AI Solutions
- Deploy advanced machine learning models and AI-driven solutions across cloud environments.
- Lead the end-to-end lifecycle of ML models from data ingestion and feature engineering to model training evaluation and deployment.
- Monitor model performance and implement retraining strategies to ensure long-term accuracy and relevance.
Cloud & Data Engineering
- Architect and optimize scalable data pipelines and cloud-based infrastructures (Azure AWS or GCP) to support ML workloads.
- Collaborate with data engineers to ensure robust data preprocessing transformation and storage strategies.
MLOps & Automation
- Develop and maintain CI/CD pipelines tailored for ML workflows including automated testing model versioning and deployment.
- Integrate monitoring and alerting systems to track model drift data quality and system performance.
Collaboration & Innovation
- Work closely with cross-functional teams including data scientists product managers and business stakeholders to translate business needs into technical solutions.
- Mentor junior engineers and contribute to knowledge sharing and best practices across the team.
Technical Skills:
- Strong proficiency in Python and ML libraries (e.g. scikit-learn TensorFlow PyTorch).
- Strong command of SQL and experience with large-scale data processing tools (e.g. Spark Pandas).
- Deep understanding of cloud platforms (Azure AWS GCP) and their ML services.
- Skilled in MLOps practices including CI/CD containerization (Docker) and orchestration (Kubernetes).
- Familiarity with Git and collaborative development workflows.
Experience:
- 6 years of experience working with complex datasets and solving real-world business problems using AI
- Proven track record of deploying and maintaining ML models in production environments.
Communication Skills:
- Excellent written and verbal communication skills to collaborate effectively with cross-functional teams.
- Fluent in Qatari Arabic & English both spoken and written.
Additional Skills:
- Strong problem-solving abilities and attention to detail.
- Ability to work collaboratively in a team environment.
- Self-motivated with a continuous learning mindset.
- Team management.
Capgemini is a global business and technology transformation partner helping organizations to accelerate their dual transition to a digital and sustainable world while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340000 team members in more than 50 countries. With its strong over 55-year heritage Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering all fueled by its market leading capabilities in AI generative AI cloud and data combined with its deep industry expertise and partner ecosystem.
Required Experience:
Senior IC
المهارات المطلوبة
- Laboratory Experience
- Mammalian Cell Culture
- الكيمياء الحيوية
- Assays
- Protein Purification
- Research Experience
- Next Generation Sequencing
- البحث والتطوير
- cGMP
- Cell Culture
- علم الأحياء الجزيئي
- Flow Cytometry
عن الشركة
A global leader in consulting, technology services and digital transformation, we offer an array of integrated services combining technology with deep sector expertise.
