Data Analyst – AI IRC279603

DescriptionThis project uses on-premise Large Language Models (LLMs), to enable end users to generate custom dashboards using natural language prompts. The system interprets these prompts, queries internal datasets, and visualizes the results in real time. The analyst will play a key role in ensuring that the underlying data is accurate, well-structured, and easily accessible to the LLM and visualization engine.RequirementsCore Tools & LanguagesPython (for scripting, automation, and basic ML integration)SQL (strong ability to query and manipulate relational data)Pandas, Polars, or NumPy (for data processing)Data Visualization tools (e.g. Plotly, Matplotlib, Seaborn, Dash, or Power BI/Tableau—the latter only if used in your stack)LLM-Driven Analytics / Prompt Engineering – nice to haveExperience working with on-prem LLMs like Mistral, LLaMA, or similarAbility to design prompts for natural-language-to-SQL pipelinesFamiliarity with retrieval-augmented generation (RAG) and embedding-based searchExperience with LangChain, LlamaIndex, or similar orchestration tools (even on-prem)Data Engineering AwarenessUnderstanding of data pipelines and ETL/ELT workflowsFamiliarity with data lakes, warehouses, or internal data APIsBasic experience with Docker, Git, and CI/CD pipelinesOther SkillsStrong data interpretation and insight generation abilityComfortable working closely with machine learning engineers and UX teamsGood understanding of user behavior, BI/analytics needs, and dashboard designJob responsibilitiesCollaborate with engineers and LLM specialists to translate natural language prompts into meaningful dashboardsCurate and manage datasets to ensure reliable and efficient queryingDevelop reusable query templates, prompt strategies, and response handling patternsAnalyze the quality of auto-generated insights and continuously improve accuracyValidate and clean data across different sources to ensure data integrityHelp fine-tune or steer the prompt-to-SQL logic using domain knowledgeSupport development of metadata/tagging systems that enhance LLM context understandingProvide feedback loops to improve LLM output relevance and usefulnessDesign and test dashboard outputs to match user needs and improve prompt-response UX Preferred Qualifications: Bachelor’s or Master’s in Data Science, Statistics, Information Systems, or a related field 2+ years of experience in data analysis or BI dashboard creation Familiarity with self-service analytics platforms or LLM-backed reporting systems Prior experience in NLP, generative AI, or data-centric LLM applications is a plusWhat we offerCulture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.About GlobalLogicGlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.