Senior ML Engineer IRC253002

Description

The Generative AI Platform project leverages cutting-edge AI and ML technologies to develop and deploy cloud-agnostic Gen AI applications on demand and enable users to create custom solutions for Sales, Marketing, Software Engineering, and Customer Service use cases. Fully managed RAG workflow including ingestion, retrieval, and augmentation of data, securely connected to many types of information consolidated and aggregated from multiple sources. The Platform’s ultimate goal is to deliver the user-friendly LLM as a Service Model (LLMaaS) trained on internal company resources, which contributes to the adoption of AI among multiple consumers across the business.

Requirements

Education and Technical Skills:

• Proficiency in Python for data analysis and modeling
• Strong knowledge of machine learning algorithms and frameworks
• Data manipulation skills using libraries
• Experience with data visualization tools (e.g., Matplotlib, Seaborn) and data manipulation libraries (e.g., Pandas, NumPy).
• Familiarity with cloud services, AWS, Azure, preferably GCP, for deploying and managing machine learning models.
  
  
  

Statistical and Mathematical Skills:

• Understanding of statistics, linear algebra, and calculus
• Ability to perform hypothesis testing and regression analysis
  
  
  

Machine Learning Model Development:

• Feature engineering and model selection expertise
• Model evaluation using cross-validation and relevant metrics
  
  
  

Data Preprocessing:

• Data cleaning and integration skills
  
  
  

Communication and Collaboration:

• Strong communication skills for technical and non-technical audiences
• Collaboration with cross-functional teams
• Awareness of ethical issues in data science
  
  
  

English level: upper-intermediate

Soft-skills:

• Strong communication skills, with the ability to present complex data insights in a clear and understandable manner.
• Ability to work independently and as part of a collaborative team.
• Demonstrated ownership of projects and tasks, with a proactive approach to problem-solving.
• Mentorship qualities, able to guide and support junior colleagues in their professional development.
• Initiative in identifying issues and proposing innovative solutions.
  
  
  

Job responsibilities

• Conduct research on various issues related to Large Language Models (LLM) and their applications.
• Fine-tune LLMs
• Work collaboratively with team members to deliver high-quality results.
• Take ownership of assigned tasks and ensure timely completion.
• Communicate effectively with team members and stakeholders.
• Create clear and concise documentation using Confluence for the layman to understand the research and findings.
  
  
  

What we offer

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.

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 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.