Data Science | 8-10 Years IRC260133

職種概要

Skills- Machine learning, Data Science, Python, ADF

Exp- 6 to 8 Years

Location- Pune, Noida, Bangalore, Nagpur

必要条件

• Perform exploratory data analysis (EDA) to uncover insights, detect anomalies, and identify
  patterns in large datasets, providing actionable recommendations to stakeholders.
• Engineer and select relevant features to improve model performance, leveraging domain
  knowledge, statistical methods, and automation tools.
• Build and train machine learning models, including predictive analytics, optimization, and generative
  AI, ensuring alignment with project objectives and measurable business outcomes.
• Validate and optimize model performance using appropriate metrics, hyperparameter tuning, and
  cross-validation techniques to achieve robust and reliable results.
• Implement CI/CD workflows for machine learning and analytics pipelines, automating model
  retraining, deployment, and monitoring for continuous improvement.
• Leverage GenAI tools like ChatGPT and Databricks Assistant to prototype, debug, and accelerate
  the development of data science solutions, improving time-to-delivery.
• Comprehensively document workflows, code, and model assumptions to ensure reproducibility,
  transparency, and smooth knowledge transfer across the team.
• Collaborate effectively with cross-functional teams, including business stakeholders, engineers, and
  project managers, to understand requirements and translate them into actionable data science
  solutions.
• Proactively identify and address data quality issues, implementing validation and cleaning
  techniques to ensure reliable inputs for analytics and modeling.
• Monitor the business impact of deployed models by tracking key performance indicators (KPIs) and
  suggesting improvements based on observed outcomes.
• Stay updated on machine learning and data engineering technology advancements, incorporating
  cutting-edge tools and techniques into workflows to maintain a competitive edge.

職務内容

Perform exploratory data analysis (EDA) to uncover insights, detect anomalies, and identify
patterns in large datasets, providing actionable recommendations to stakeholders.
Engineer and select relevant features to improve model performance, leveraging domain
knowledge, statistical methods, and automation tools.
Build and train machine learning models, including predictive analytics, optimization, and generative
AI, ensuring alignment with project objectives and measurable business outcomes.

私たちが提供するもの

Culture 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.

GlobalLogicについて

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 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.