Data Science Architect IRC266398

2 tygodni temu


Kraków, Polska GlobalLogic Pełny etat

Data Science Architect (IRC ) Join GlobalLogic’s Architects Team within the Healthcare Business Unit, supporting clients across the EMEA region. This strategic role focuses on engaging new clients, solving real-world healthcare challenges, and launching data-driven AI/ML projects. You will work closely with clients and internal stakeholders to translate complex business needs into impactful data science solutions. If you’re passionate about applying data science in a meaningful domain and want to shape the future of healthcare, we’d love to hear from you. Requirements Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Applied Mathematics, or related field. 6+ years of experience in data science or machine learning roles, ideally with exposure to healthcare projects. Strong knowledge of ML frameworks such as scikit-learn, TensorFlow, PyTorch, XGBoost, or LightGBM. Proficiency in Python for data science and related libraries (NumPy, pandas, matplotlib, seaborn, etc.). Experience working with large datasets and data processing frameworks (e.g., Spark, Dask, SQL). Understanding of MLOps concepts and tools (e.g., MLflow, Kubeflow, Vertex AI, Azure ML). Familiarity with cloud environments (Azure, AWS, or GCP) for training and deploying models. Experience with model interpretability, fairness, and explainability techniques. Strong communication and visualization skills for storytelling with data. English proficiency at Upper-Intermediate level or higher. Ability to travel abroad (business trips). Preferred Qualifications (Nice to Haves) Experience working with medical data (EHR, imaging, wearables, clinical trials, etc.). Familiarity with healthcare regulations related to data and AI (e.g., HIPAA, GDPR, FDA AI/ML guidelines). Knowledge of FHIR, HL7, or other healthcare interoperability standards. Practical experience with deep learning models (e.g., CNNs for imaging, transformers for NLP). Involvement in presales, proposal writing, or technical advisory work. Job Responsibilities Lead the design and development of AI/ML solutions across HealthTech and MedTech projects. Participate in technical presales by analyzing business cases and identifying opportunities for AI/ML application. Build and validate predictive models, classification systems, NLP workflows, and optimization algorithms. Collaborate with software engineers, cloud architects, and QA to integrate models into scalable production systems. Define and guide data acquisition, preprocessing, labeling, and augmentation strategies. Contribute to the development of GlobalLogic’s healthcare-focused AI accelerators and reusable components. Present technical solutions to clients, both business and technical audiences. Support model monitoring, drift detection, and retraining pipelines in deployed systems. Ensure adherence to privacy, security, and compliance standards for data and AI usage. Author clear documentation and contribute to knowledge sharing within the Architects Team. What We Offer Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, we consistently put people first, fostering an inclusive culture of acceptance and belonging. 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 grow daily with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients worldwide. You’ll have the chance to work on projects that matter, engaging your curiosity and creative problem-solving skills to help clients reimagine what’s possible and bring new solutions to market. Balance and flexibility. We believe in the importance of balance and flexibility. You can explore ways of achieving the perfect balance between work and life, integrating the best of work and life, and having fun along the way. High-trust organization. We are a high-trust organization where integrity is key. Joining GlobalLogic means placing your trust in a safe, reliable, and ethical global company, grounded in truthfulness, candor, and integrity. About GlobalLogic. GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve helped create innovative and widely used digital products and experiences. Job Details Seniority level: Not Applicable Employment type: Full-time Job function: Engineering and Information Technology Industry: Software Development Referrals increase your chances of interviewing at GlobalLogic by 2x. #J-18808-Ljbffr



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