Position: Data Analyst
Data Analyst role focused on commercial healthcare analytics and consulting solutions.
Company: IQVIA
IQVIA, a leading global provider of clinical research, commercial insights, and healthcare intelligence.
Location: Pune, India
Pune office facility, Maharashtra, India.
Job type: Full-time
Regular full-time corporate position.
Job mode: Hybrid
Flexible hybrid work model balancing home autonomy with collaborative office environment.
Job requisition id: R1553302
Official global job requisition identification number R1553302.
Years of experience: 0-2 years
Fresher to junior entry-level experience bracket ranging from 0 to 2 years.
Company Description
IQVIA stands as an industry-leading global enterprise dedicated to delivering comprehensive clinical research services, advanced commercial insights, and specialized healthcare intelligence across the worldwide life sciences and healthcare sectors.
Born from the transformative merger of IMS Health and Quintiles, IQVIA bridges the critical gap between technological advancement and human science to drive meaningful medical progress for patients around the globe.
The company functions as a premier intelligence provider for healthcare organizations, offering deep domain expertise, global scale, and vast data assets that enable clients to make informed strategic and operational decisions.
Serving biopharmaceutical companies, medical device manufacturers, clinical trial sponsors, healthcare providers, and regulatory agencies across more than one hundred countries, IQVIA operates at the epicenter of global health innovation.
The organization utilizes its revolutionary Human Data Science concept, an integrated approach that combines human expertise, sophisticated analytics, expansive data networks, and disruptive digital technologies to tackle complex medical challenges.
IQVIA curates and manages one of the world's largest repositories of privacy-protected, anonymized healthcare datasets, covering hundreds of millions of patient lives and longitudinal medical trends globally.
Through continuous investment in cutting-edge technology, artificial intelligence engines, machine learning algorithms, and secure cloud infrastructures, IQVIA transforms raw data into actionable medical intelligence.
The company's overarching mission is focused on helping clients accelerate the clinical development of innovative therapies, optimize commercial drug deployment, and significantly improve overall patient outcomes worldwide.
IQVIA maintains a strong corporate culture centered around integrity, intellectual curiosity, diversity, inclusivity, and continuous professional growth for its global workforce.
Employees at IQVIA thrive in an environment where diverse perspectives are celebrated, and where individual contributions directly participate in changing what is possible for patient care and global health.
The firm provides wide-ranging career development channels, enabling staff members to gain cross-functional exposure spanning commercial analytics, clinical trial operations, artificial intelligence development, and management consulting.
With a dedicated team of over eighty thousand professionals operating across diverse geographic regions, IQVIA delivers global solutions powered by localized market knowledge and specialized technical skill sets.
The corporate environment prioritizes high ethical standards, robust data security, stringent regulatory compliance, and responsible AI implementation in all data management practices.
IQVIA continuously shapes the future of life sciences by providing business intelligence platforms that assist pharmaceutical leaders in navigating complex market dynamics and optimizing healthcare access.
The organization actively collaborates with academic institutions, healthcare research consortia, and global regulatory bodies to establish gold-standard data governance standards.
IQVIA’s technological infrastructure supports real-world evidence (RWE) generation, enabling healthcare stakeholders to evaluate how therapies perform in daily clinical practice beyond controlled trial settings.
The company's global consulting services equip pharmaceutical leadership with market entry strategies, brand optimization insights, and clinical development roadmaps.
As healthcare delivery shifts toward value-based outcomes, IQVIA provides the quantitative foundation needed to measure treatment effectiveness and economic value.
The enterprise operates across multiple specialized sub-units including Commercial Solutions, Research & Development Solutions, and Integrated Health Solutions.
IQVIA's global scale offers employees unprecedented access to domain-specific knowledge networks, collaborative forums, and cutting-edge analytical tools.
Profile Overview
As a Data Analyst at IQVIA within the Pune team, candidates fulfill a vital operational and strategic role by transforming raw healthcare data into actionable recommendations for high-profile clients.
The role requires dynamic engagement across the complete lifecycle of data analytics, including data ingestion, data hygiene, exploratory analysis, statistical modeling, data visualization, and client insight presentation.
Analysts actively participate in solving intricate business problems across multiple specialized domain practice areas, including promotion response modeling, patient claims analytics, sales force structure optimization, and incentive compensation framing.
Core responsibilities involve processing, structuring, and manipulating massive, complex life sciences datasets using relational database management tools, SQL scripts, Microsoft Excel, and Alteryx workflow tools.
The position requires developing robust quantitative models designed to assess pharmaceutical promotion efficiency, evaluate brand performance, analyze patient treatment pathways, and predict commercial outcomes.
Analysts are tasked with synthesizing complex data metrics into visually compelling executive dashboards and presentations using top-tier reporting platforms such as Tableau, Microsoft Power BI, and Sisense.
The role entails extensive collaboration with internal global cross-office teams, working closely with senior consultants, project managers, data engineers, and client delivery teams across international locations.
Practitioners act as internal strategic advisors who translate vague client business questions into clear analytical hypotheses, structured data requirements, and repeatable computational workflows.
Daily responsibilities involve writing and optimizing complex SQL queries, extracting longitudinal data subsets, conducting stringent quality control checks, and troubleshooting data processing anomalies.
Analysts conduct deep exploratory data analysis (EDA) to detect hidden trends, identify operational bottlenecks, evaluate physician prescribing patterns, and model healthcare market behavior.
The position provides an ideal environment for junior technical professionals to expand their domain understanding of the pharmaceutical industry while mastering scalable data processing technologies.
Analysts communicate key quantitative findings directly to internal decision-makers and client teams, crafting clear narratives that explain complex mathematical results in simple business terms.
The role involves building scalable, automated reporting pipelines that reduce manual processing effort and increase the delivery speed of business intelligence solutions.
Candidates in this capacity contribute directly to high-impact projects that shape how pharmaceutical companies launch new life-saving treatments, target healthcare providers, and allocate marketing budgets.
The analytical assignments vary widely across therapeutic domains such as oncology, cardiology, immunology, rare diseases, and central nervous system disorders, ensuring continuous learning and diversity of work.
Analysts actively participate in knowledge-sharing sessions, departmental workshops, and collaborative innovation challenges to continuously refine analytical methodologies across the organization.
The position serves as a foundational springboard for long-term career progression within IQVIA, offering clear pathways toward senior analyst roles, consulting tracks, data engineering, or specialized data science positions.
Data Analysts are regularly called upon to construct customized analytical frameworks that address novel healthcare business challenges without pre-existing blueprints.
The role involves conducting variance analysis, key driver analysis, and historical trend evaluations across multi-dimensional pharmaceutical commercial metrics.
Analysts work closely with software engineers to optimize database schemas, index structure performance, and continuous data ingestion pipelines.
Candidates will participate in routine project scoping sessions, helping define deliverable milestones, resource allocation requirements, and technical execution strategies.
The position requires maintaining detailed technical documentation regarding data sources, analytical methodology, computational assumptions, and code repositories.
Analysts act as a crucial link between raw technical output and strategic commercial execution, translating complex numerical matrices into clear executive presentations.
The work environment fosters active trial-and-error, encouraging analysts to experiment with automated analytical workflows and novel visualization techniques.
Qualifications
Educational Requirements & Technical Core
Candidates must hold a Bachelor's degree in any recognized engineering discipline (such as Computer Science, Information Technology, Electronics, Mechanical, Electrical, or related quantitative engineering fields).
Experience level requires between 0 to 2 years of professional, hands-on experience in quantitative business analysis, commercial analytics, data processing, or data management.
Strong foundational knowledge and practical skills in SQL for extracting data, performing complex multi-table joins, writing subqueries, applying group aggregations, and optimizing query efficiency.
High proficiency in Microsoft Excel, including advanced spreadsheet functionalities such as VLOOKUP/XLOOKUP, INDEX-MATCH, nested formulas, Pivot Tables, conditional formatting, and chart customization.
Practical exposure or working knowledge of data prep and ETL automation platforms such as Alteryx, KNIME, or standard database orchestration software.
Familiarity with building interactive data visualizations and commercial dashboards using enterprise tools such as Tableau, Microsoft Power BI, or Sisense.
Educational training should ideally reflect strong quantitative foundational coursework in linear algebra, calculus, probability theory, statistical inference, or database management.
Practical experience with source control tools such as Git or GitHub for versioning SQL scripts and analytics code is considered a valuable supplementary skill.
Familiarity with database management systems such as PostgreSQL, MySQL, Oracle DB, Microsoft SQL Server, or Snowflake is highly beneficial.
Demonstrable capability in handling noisy, uncurated, or incomplete real-world datasets and applying systematic cleaning protocols to ensure analysis-ready data quality.
Professional Skills & Personal Attributes
Exceptional quantitative, mathematical, and analytical reasoning capabilities, enabling the accurate interpretation of structured and unstructured numerical datasets.
Self-motivated work ethic combined with a positive, proactive attitude, high energy, and a strong personal commitment to delivering excellence in everyday tasks.
Superior analytical problem-solving skills, allowing the candidate to dissect complex, unstructured client problems into clear logical components and step-by-step solutions.
Fast and adaptive learning capacity, demonstrating enthusiasm for acquiring new technical tools, domain knowledge, and operational frameworks rapidly.
Client-service-oriented mindset focused on quality control, thorough attention to detail, precision, and maintaining strict accuracy standards across all analytical deliverables.
Strong task management and organizational skills, enabling the individual to manage multiple concurrent analytical tasks while meeting strict project timelines.
Effective time management skills with a proven capacity to work efficiently under tight deadlines within a dynamic, fast-paced corporate environment.
Excellent verbal and written communication skills in the English language, with the ability to clearly present analytical findings to colleagues and clients alike.
Proven ability to work productively within cross-functional, geographically dispersed, global cross-office team environments.
Basic familiarity with life sciences concepts, healthcare metrics, prescription data structures, or anonymized patient claim datasets is considered a strong plus.
Familiarity with scripting languages such as Python or R for statistical data manipulation, predictive modeling, or process automation is advantageous for long-term candidate success.
Ability to work comfortably under agile methodology frameworks, participating in daily standups, sprint planning sessions, and retrospective reviews.
Demonstrated willingness to receive constructive feedback, rapidly iterate on analytical models, and continuously adapt to evolving project requirements.
Strong interpersonal skills to build effective working relationships with team leads, international colleagues, subject matter experts, and business consultants.
Additional Info
Operational Setup & Cultural Environment
The role is stationed at IQVIA’s state-of-the-art office facility in Pune, India, situated within a prominent commercial technology hub.
The post operates under a flexible Hybrid working arrangement, enabling professionals to split their work time between home autonomy and in-office collaboration.
The hybrid framework blends the flexibility, quiet focus, and convenience of working from home with the team energy, resource access, and collaborative brain-trust of an office environment.
IQVIA maintains an absolute zero-tolerance policy regarding candidate fraud, application falsification, and misrepresentation during any phase of the hiring process.
Applicants must provide completely truthful, accurate, and fully verifiable personal information, educational credentials, and prior employment details in their application materials.
Any identified false statements, deliberate misrepresentations, or material omissions during recruitment will result in immediate candidate disqualification or termination of employment if discovered post-hire.
The hybrid work policy allows team members to structure their weekly schedule in coordination with project leaders to maximize both focus time and team synergy.
Employees receive comprehensive onboarding and orientation modules designed to introduce new hires to healthcare domain concepts, IQVIA data assets, and proprietary analytical tools.
The Pune office features modern amenities, collaborative workspaces, ergonomic workstations, and interactive meeting spaces designed to foster creative collaboration.
Career Development & Ethical Standards
IQVIA fosters robust internal career development by utilizing advanced AI-powered platforms that help employees map out individual growth plans and explore internal career transitions.
Employees at IQVIA enjoy diverse internal mobility options across varied business lines, including advanced data science, enterprise AI development, clinical trial management, corporate strategy, finance, and human resources.
The organization is deeply committed to driving ethical impact through responsible AI implementation, stringent data privacy governance, and ethical data science methodologies.
IQVIA provides extensive professional training programs, technical certification sponsorships, leadership development workshops, and global mentorship opportunities.
The workplace culture emphasizes inclusivity, equity, diversity, mutual respect, and work-life harmony across all corporate offices worldwide.
Successful candidates will enjoy competitive compensation packages, comprehensive employee health benefits, wellness programs, and performance-based incentive structures.
Working at IQVIA provides the unique satisfaction of knowing that daily analytical contributions actively accelerate medical solutions and enhance patient health globally.
IQVIA actively supports continuous learning by providing free access to leading online learning platforms, internal tech talks, and professional certification programs.
The recruitment process typically includes initial resume screening, technical analytical assessments, and multiple rounds of interview discussions with technical leads and hiring managers.
Candidates are encouraged to highlight past academic projects, internships, analytical competitions, or technical certifications relevant to data analysis and database management.
Interested candidates are advised to apply promptly through the official IQVIA careers portal by submitting their updated resume under Requisition ID R1553302.
Please click here to apply.

