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Deploja

Data Scientist

Deploja
Sweden · Full-time · Entry

We now have a new requirement and are looking for a consultant colleague with the qualifications listed below. The position is part of our consulting business, which means you will be employed by us and work either with clients or on internal projects and assignments.

As part of your application, you may be presented to clients/partners as part of the recruitment process. If selected for the assignment, you will be employed by us and work either with clients or on internal projects and assignments as part of our consulting business.

Role:

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:

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.

Collaboration and Stakeholder Engagement:

  • 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.

Continuous Improvement:

  • 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.

Data Visualization and Reporting:

  • 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.

Essential requirements:

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. 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). 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.

  • Please explain how you meet all the requirements when applying.

    Last day to apply: 27-12-2024

    About Us

    We currently employ experienced consultants in areas such as System Development, AI, Machine Learning, Testing, Cloud, Infra DevOps, and IT Project Management.

    Working at Deploja is something entirely different from working at an ordinary consulting company—and we are really proud of that. So, what makes us unique?

    We simply offer more than just a high salary and greater freedom; that’s just the beginning. With us, you’ll find the work environment and opportunities you deserve. Welcome to Deploja, where the grass is indeed greener!

    Vi erbjuder dig följande, Valet är ditt!

    🚀 Exciting assignments with our many clients. We focus on long-term projects, which gives you the opportunity to create value for the client while also developing yourself.

    🌟 A secure monthly salary – together we’ll agree on a base salary depending on your assignments.

    🚗 Company car – we encourage you to choose an electric car for a more sustainable future.

    💼 Occupational pension and great opportunities for salary conversion.

    🌴 Vacation – Would you like more than 30 days of vacation, perhaps 60 days?

    🏥 Private health insurance, accident insurance, and life insurance for increased security.

    📚 Skills development – you set your own budget and choose the training you wish to attend.

    🕑 Quality of life – Are you struggling to balance everyday life and wish to work a little less while still earning as much, if not more?

    We handle applications continuously, and due to the high workload, it's especially important to include a short motivation for the position, explaining how you meet the requirements.

    Key Skills

    Ranked by relevance

    c ha ui ai machine learning sla kf scala cloud esp emc pan technical expertise data visualization tensorflow pytorch python devops splunk unity mlops sql aws gcp lan das nat ats
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    Posted
    Dec 16, 2024
    Type
    Full-time
    Level
    Entry
    Location
    Solna
    Company
    Deploja

    Industries

    IT Services IT Consulting

    Categories

    Engineering Information Technology

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