Senior Data Scientist
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. Must not repeat job title. Must not include Job ID etc. Remove boilerplate, EEO, legal, application instructions. Must preserve all substantive info. We need to parse the posting. Let's extract sections: - About the role: The opening paragraphs: "Transport is at the core of modern society...". That's description. Could be "About the role". We'll include as
. - Responsibilities: The "Key Responsibilities" bullet list. - Your future team: maybe part of About the role? Could be separate but not required heading. Could be part of About the role. - Who are you? That's more about mindset, maybe part of Qualifications/Skills. - Qualifications likely required: list. - Skills: maybe derived from qualifications. - Pay: base pay range given. - Benefits: list of benefits: Competitive medical, dental and vision insurance; Generous paid time off; Competitive matching retirement savings plans; Working environment where safety, health and wellbeing come first; Focus on professional and personal development through Volvo Group University; Programs that make today’s challenging reality of combining work and personal life easier. - Also "What’s in it for you?" repeats benefits. - Location: "The preferred location can be Wroclaw (Poland), Gothenburg (Sweden), or Greensboro, NC (USA)." Could be part of About the role or separate but not a required heading; we could include as
under About the role. - Also mention "At the Volvo Group, we strive for a clear, transparent, and straightforward compensation approach..." that's pay. - Also mention "In addition to a solid package of compensation and benefits, plus you will enjoy:" then benefits list. - Also mention "We value your data privacy..." that's boilerplate, remove. - Also "All qualified applicants will receive consideration..." EEO, remove. - Also "We are committed to shaping the future landscape..." that's about company, maybe part of About the role? Could be included but it's somewhat generic; but it's substantive? It's about Volvo Group mission. Might be okay to include as part of About the role. We must not include sections with filler like "commensurate with experience". Not present. We must not create Pay/Schedule/Benefits unless posting actually states them. Pay is stated. Benefits are stated. Schedule not mentioned, so omit Schedule section. We must not repeat job title as heading. We must not include markdown fences. We need to output only HTML fragment. Structure:
About the role
... (combined description)
Responsibilities
- ... ...
Qualifications
- ... ...
Benefits
- ...
Pay:
- Own the discovery, scoping, and delivery of AI/ML solutions that measurably improve outcomes in VFS business functions.
- Translate open-ended business problems into structured problem statements, success metrics, and prioritized backlogs.
- Partner with data engineers and data operations to design and secure data pipelines and access for AI
Pay
Base pay range: $111,100.00 - $132,700.00 USD annually, bonus eligible.
We might also include Location as part of About the role. We need to ensure we preserve all substantive information. Let's extract details. About the role text: Let's gather paragraphs: "Transport is at the core of modern society. Imagine using your expertise to shape sustainable transport and infrastructure solutions for the future. If you seek to make a difference on a global scale, working with next-gen technologies and the sharpest collaborative teams, then we could be a perfect match." "What You Will Do This role partners directly with functional leaders in Finance, Credit, Operations, Legal, and HR to translate business needs into clear technical requirements; collaborates closely with data engineering to design or acquire the right datasets; and leads the model‑to‑product lifecycle with strong attention to Responsible AI and model governance. In addition to delivering high‑impact solutions tied to VFS priorities, the role mentors and guides data scientists, setting technical direction and quality standards while building the foundations for a future formal leadership path." "Your future team You will report directly to the Manager, Data Quality and Products within VFS D&IT and will be assigned to a stable, global cross-functional team. Digital and IT is the engine of the VFS business, and we continue our strategic journey to further improve performance and to deliver the best customer experience in the industry. In this exciting environment, we are focused on Digital Innovation to meet the demands of our customers in an increasingly digitalized world. In many of our markets, VFS has won the Great Place to Work award, where Great Work is done. By interacting with each other as an on-site business, we build relationships, which allow us to work together more efficiently and form stronger bonds with our colleagues and customers. The preferred location can be Wroclaw (Poland), Gothenburg (Sweden), or Greensboro, NC (USA)." "We are committed to shaping the future landscape of efficient, safe, and sustainable transport solutions. Fulfilling our mission creates countless career opportunities for talents across the group’s leading brands and entities. Applying to this job offers you the opportunity to join Volvo Group. Every day, you will be working with some of the sharpest and most creative brains in our field to be able to leave our society in better shape for the next generation. We are passionate about what we do, and we thrive on teamwork. We are almost 100,000 people united around the world by a culture of care, inclusiveness, and empowerment. At Volvo Financial Services, we are working together to shape the world we want to live in. As the captive finance arm of the Volvo Group, VFS provides financial services and solutions that meet the needs of our customers’ evolving business. Through our dedication to innovation, we support society in its adoption of sustainable transport and equipment solutions. VFS is headquartered in Gothenburg, Sweden, and serves Volvo Group customers and dealers in more than 50 markets." That's a lot; we can combine into a few paragraphs. Responsibilities bullet list: - Own the discovery, scoping, and delivery of AI/ML solutions that measurably improve outcomes in VFS business functions. - Translate open-ended business problems into structured problem statements, success metrics, and prioritized backlogs. - Partner with data engineers and data operations to design and secure data pipelines and access for AI products. - Define model architecture and evaluation strategies to productionize models with monitoring, drift detection, and CI/MLOps guardrails aligned with Group AI architecture and governance practices. - Establish and track business level KPIs and model-level KPIs to ensure sustained value realization. - Act as a bridge between business and technology. - Mentor and direct data science team, setting coding standards, review analyses, unblock delivery, and coach on stakeholder engagement. - Model best practices in research, reproducibility, and documentation. Qualifications list: - Experience translating complex business problems into structured analytical and AI solutions. - Overall information technology experience of a minimum of 5 years - Bachelor’s Degree in Computer Science, analytics, statistics or equivalent preferred - Expertise in end-to-end AI product development, from data preparation to production. - Strong stakeholder management skills, engaging leaders across business functions. - Proficiency with modern ML/AI frameworks and advanced statistical modeling techniques - Ability to communicate with team members and guide technical problem solving with clarity. - Skill in collaborating with data team members to design scalable data pipelines. - Strength in communicating technical insights through compelling visualization and storytelling. - Comfort operating in ambiguity and independently driving high-impact initiatives - Cross-functional collaboration skills for translating functional needs into technical requirements - Ability to influence technical and strategic decisions across teams and domains. - Continuous learning mindset to stay current with evolving AI platforms, tools and methods. Benefits list: - Competitive medical, dental and vision insurance. - Generous paid time off. - Competitive matching retirement savings plans. - Working environment where your safety, health and wellbeing come first. - Focus on professional and personal development through Volvo Group University. - Programs that make today’s challenging reality of combining work and personal life easier. Pay: base pay range $111,100.00 - $132,700.00 USD annually, bonus eligible. We should not include schedule. Now produce HTML. Make sure to use for each section heading.
We need to avoid duplicate content. Ensure we don't include boilerplate like EEO, legal, application instructions, cookie/navigation.
We must not include the "Who are you?" mindset section separate; but some of that content is covered in qualifications (mindset). Could incorporate into Qualifications or maybe a separate "Mindset" but not required heading. We'll keep it within Qualifications.
Now produce final HTML.
Let's craft:
About the role
Transport is at the core of modern society. Imagine using your expertise to shape sustainable transport and infrastructure solutions for the future. If you seek to make a difference on a global scale, working with next‑generation technologies and the sharpest collaborative teams, then we could be a perfect match. This role partners directly with functional leaders in Finance, Credit, Operations, Legal, and HR to translate business needs into clear technical requirements; collaborates closely with data engineering to design or acquire the right datasets; and leads the model‑to‑product lifecycle with strong attention to Responsible AI and model governance. In addition to delivering high‑impact solutions tied to VFS priorities, the role mentors and guides data scientists, setting technical direction and quality standards while building the foundations for a future formal leadership path. You will report directly to the Manager, Data Quality and Products within VFS D&IT and will be assigned to a stable, global cross‑functional team. Digital and IT is the engine of the VFS business, and we continue our strategic journey to further improve performance and to deliver the best customer experience in the industry. In this exciting environment, we are focused on Digital Innovation to meet the demands of our customers in an increasingly digitalized world. In many of our markets, VFS has won the Great Place to Work award, where Great Work is done. By interacting with each other as an on‑site business, we build relationships, which allow us to work together more efficiently and form stronger bonds with our colleagues and customers. The preferred location can be Wroclaw (Poland), Gothenburg (Sweden), or Greensboro, NC (USA). We are committed to shaping the future landscape of efficient, safe, and sustainable transport solutions. Fulfilling our mission creates countless career opportunities for talents across the group’s leading brands and entities. Applying to this job offers you the opportunity to join Volvo Group. Every day, you will be working with some of the sharpest and most creative brains in our field to be able to leave our society in better shape for the next generation. We are passionate about what we do, and we thrive on teamwork. We are almost 100,000 people united around the world by a culture of care, inclusiveness, and empowerment. At Volvo Financial Services, we are working together to shape the world we want to live in. As the captive finance arm of the Volvo Group, VFS provides financial services and solutions that meet the needs of our customers’ evolving business. Through our dedication to innovation, we support society in its adoption of sustainable transport and equipment solutions. VFS is headquartered in Gothenburg, Sweden, and serves Volvo Group customers and dealers in more than 50 markets.