Title: Analyst - AI Coach Prompt & Market Rollout Specialist (GBS/Commercial IT)
Career Level C3 - Individual Contributor
Work Location: Manyata Tech Park Bangalore India
Work Schedule: Three days on-site two days remote (3/2)
Work Hours: 2 pm to 11 pm IST (Transport available as per company policy)
Experience required: 4 to 6 years.
About AstraZeneca:
AstraZeneca is a global science-led patient-focused biopharmaceutical company that focuses on the discovery development and commercialization of prescription medicines for some of the worlds most serious disease. But were more than one of the worlds leading pharmaceutical companies. At AstraZeneca we re dedicated to being a Great Place to Work.
Who we are:
The Global Business Service (GBS) team sits within Finance at AstraZeneca and is a dynamic and results-oriented environment and provides a range of enterprise-wide services. We dare to change the way we work by freeing up the business to push the boundaries of science to deliver life-changing medicines. We aim to do this by freeing up time freeing up money protecting AZs value and providing new capabilities.
What we do:
A trusted partner to the business were on a mission to make AstraZeneca more agile efficient and effective. Through our hybrid model of in-house delivery centers and service towers across the globe were reimagining how we work. Here we drive new ways of working and operating models process simplification and innovative solutions whilst ensuring that automation and data is at the heart of everything.
How we do it:
Be part of a team building a community. We interact with diverse cultures and perspectives and are united by our sense of belonging. This is the place to learn and grow together.
Why we love it:
As a growing multi-national company theres so much potential to develop. Embrace opportunities at a global business thats facing new and varied challenges. This is the place to build an exemplary international CV.
A fun place to be were creating community hubs that build partnerships not just working relationships.
Were on an exciting journey to take our team to the next stage. This is the place to leave a legacy behind.
About the role:
About the role AstraZeneca is scaling the AI Coach program to uplift customer engagement skills for field teams using Meta-Skills Avatars. You will coordinate market onboarding and customize brand scenarios and prompts across 6 BBU brands (with potential OBU expansion) supporting 4050 markets. Partnering withexternal and internal stakeholdersyoulltranslate global benchmark avatars into market-ready experiences ensure testing and quality and enable rapid adaptation by Market Companies (MCs). This role is hands-on with prompt/context engineering and market coordination with strong ties to Commercial Excellence GBS and Commercial IT.
Key responsibilities:
Market coordination: Align rollout plans per market schedule pilots and launches and manage dependencies and timelines across 4050 MCs.
Prompt and context engineering: Customize 34 scenarios per brand and 9 prompts per scenario preserving core PCS feedback logic while adapting persona language and local context.
Avatar adaptation: Guide MCs through fast-turn adaptations (16 hours per avatar) including persona/face changes language localization and scenario tweaks;validatefirst-time translations for precision.
Testing and QA orchestration: Coordinate market testing cycles capture feedback iterate prompts and ensure regulatory and brand alignment across commercial use cases.
Governance and change management support: Partner with AZ change leads to socialize the AI Coach manage approval gates andmaintainadoption metrics; keep leadership visibility with cadence reporting.
Capacity planning: Estimate and monitor efficiency (target 200250 avatars in year one) forecast resource needs and recommend scale-up of the external core group.
Stakeholder integration: Work side-by-side withvendorsPM and Prompt Specialists; integrate with internal GBS and Commercial IT partners (e.g. Sindhu) to evolve AZs strategic capability in prompt/context engineering.
Enablement and training: Leverage Meta-Skills onboarding support SME training for Avatar Studio and produce playbooks/templates to standardize market adaptations.
Risk and compliance: Apply guardrails for brand medical and regulatory compliance; flag risks early and drive mitigation across markets and brands.
Qualifications:
Experience: 3-5 years in commercial learning technologies conversational AI or digital rollout across multiple markets; experience coordinating vendors and internal teams.
Technical skills: Hands-on with generative AI prompting context curation and scenario design; familiarity with avatar-based simulations and feedback frameworks.
Domain knowledge: Understanding of pharma commercial practices (PCS/customer engagement) brand localization and approval workflows; knowledge of medical/market access contexts is a plus.
Language and localization: Experience guiding multilingual deployments; comfortable validating translations for accuracy and tone even when core logicremainsunchanged.
Project delivery: Strong program coordination QA and governance execution; adept at tracking milestones across parallel to work collaboratively with cross-functional teams.
Communication: Clear structured communication with market stakeholders and executives; ability to produce concise status risks and adoption insights.
Tools: Exposure to Avatar Studio or similar; prompt repositories QA frameworks and basic analytics; SSO-aware user flows and compliance processes.
Preferred qualifications
Experience with vendor collaboration and RAG-enhanced prompting.
Prior work in BBU brands or similar therapeutic areas; understanding ofiCVA adoption ladders and objection handling.
Background in GBS/Commercial IT or Commercial Excellence teams bridging business and technology.
Success metrics
On-time pilot (SepNov) and rollout (Dec) milestones per market and brand.
Quality of avatar interactions (precision of feedback; minimal rework after first translation).
Adoption and usage across target roles (Sales Reps initially; extension to Medical and Market Access).
Throughput against annual capacity (e.g. 200250 avatars) and cycle-time reductions for market adaptations.
Stakeholder satisfaction and reduced variance in market execution via standardized templates/playbooks.
Working model
Location: India-based hours aligned to European time zones; English-language delivery. Coordination with global markets; hybrid/remote within AZ policies.
Collaboration: Works closely withthird-party core team and AZ GBS resource; integrates with Commercial IT and Commercial Excellence for governance and capability building.
Why AstraZeneca Join a global program at the intersection of commercial excellence and AI helping scale a meta-skills coaching platform across brands and AZs strategic capability in prompt and context engineering while delivering measurable impact on field engagement.
When we put unexpected teams in the same room we unleash bold thinking with the power to inspire life-changing -person working gives us the platform we need to connect work at pace and challenge perceptions. Thats why we work on average a minimum of three days per week from the office. But that doesnt mean were not flexible. We balance the expectation of being in the office while respecting individual flexibility. Join us in our unique and ambitious world.
AstraZeneca offers an environment where diverse cultures and perspectives come together to create a sense of belonging. Here youll find opportunities to learn and grow alongside a team committed to transforming processes through simplification and automation. Our innovative approach ensures that data is at the heart of everything we do. As part of our journey of growth and evolution youll contribute to making AstraZeneca more agile and efficient while impacting society positively.
Ready to take the next step Apply now to join our dynamic team!
WHERE CAN I FIND OUT MOREOur Social Media Follow AstraZeneca on LinkedIn are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race religion color national origin sex gender gender expression sexual orientation age marital status veteran status or disability status.
Date Posted
07-Jan-2026Closing Date
AstraZeneca embraces diversity and equality of opportunity. We are committed to building an inclusive and diverse team representing all backgrounds with as wide a range of perspectives as possible and harnessing industry-leading skills. We believe that the more inclusive we are the better our work will be. We welcome and consider applications to join our team from all qualified candidates regardless of their characteristics. We comply with all applicable laws and regulations on non-discrimination in employment (and recruitment) as well as work authorization and employment eligibility verification requirements.
Required Experience:
IC
AstraZeneca is an equal opportunity employer. AstraZeneca will consider all qualified applicants for employment without discrimination on grounds of disability, sex or sexual orientation, pregnancy or maternity leave status, race or national or ethnic origin, age, religion or belief, ... View more