Senior Data Scientist

3 weeks ago

Stockholm, Stockholm, Sweden Professional Galaxy AB - Stockholm Full time

Overview: The Senior Data Scientist will play a critical role in driving the development of AI and machine learning models to enhance Predictive and Proactive Operations. The role requires a blend of technical expertise, analytical thinking, and collaborative skills to create innovative data-driven solutions that optimize incident management workflows, improve SLA adherence, and reduce MTTR. The Senior Data Scientist will work closely with cross-functional teams and contribute to building a robust and efficient operational framework.

Key Responsibilities:

  1. Data Science and Model Development:
  • Design and implement predictive and prescriptive models to address operational challenges.
  • Develop algorithms to optimize multi-system incident workflows and improve SLA compliance.
  • Collaborate with data engineers to build scalable data pipelines and ensure efficient data processing.
Incident Management Solutions:
  • Apply advanced analytics to enhance end-to-end incident workflows across multiple systems.
  • Leverage machine learning to automate detection, triage, and escalation processes.
  • Monitor and fine-tune models to ensure accuracy, efficiency, and reliability.
  • Partner with product teams, service delivery managers, and architects to align solutions with business goals.
  • Act as a subject matter expert in data science, providing insights and recommendations to improve processes.
  • Translate business requirements into actionable data science solutions.
  • Analyze existing processes to identify inefficiencies and propose data-driven enhancements.
  • Stay updated on industry trends, tools, and technologies to incorporate best practices into the team's work.
  • Contribute to building a library of reusable models and solutions to support the broader organization.
  • Develop dashboards and reports to visualize insights, track SLA adherence, and measure MTTR improvements.
  • Communicate findings and progress to both technical and non-technical stakeholders effectively.

Qualifications:

  • Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or a related field.
  • Certifications in AI, machine learning, or data engineering are a plus.
  • 5+ years of experience in data science, with a focus on machine learning and predictive analytics.
  • Proven experience deploying machine learning models in production environments.
  • Experience in incident management or operational optimization is highly desirable.
  • Strong programming skills in Python, R, and SQL.
  • Proficiency with machine learning frameworks like Scikit-learn, TensorFlow, or PyTorch.
  • Familiarity with cloud platforms (e.g., Azure, GCP, AWS) and MLOps tools.
  • Experience with ITSM platforms (e.g., ServiceNow) and monitoring tools (e.g., Splunk, Dynatrace).
  • Strong analytical and problem-solving skills.
  • Ability to work collaboratively in a cross-functional environment.
  • Excellent communication skills, with the ability to explain complex concepts to non-technical stakeholders.

Preferred:

  • Hands-on experience in Predictive and Proactive Operations or similar domains.
  • Knowledge of incident, event, or workflow management processes.
  • Familiarity with SLA-driven operational environments.
  • Data-driven mindset with a focus on customer-centric solutions.
  • Proactive and adaptable, with a passion for continuous learning.
  • Collaborative and team-oriented, with a strong ability to work across departments.
  • Ability to design and implement models that enhance multi-system operational efficiency.
  • Focus on reducing IT operations incidents, false positive alerts, MTTR and improving SLA adherence.
  • Contribution to building scalable and reusable data science solutions.

End date: 2025-12-31

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