- Proven experience in building RAG (Retrieval Augmented Generation) pipelines.
- Proficiency in working within cloud development environments.
- Familiarity with retrieval models and generative models, particularly in the context of RAG frameworks.
- Ability to leverage external sources of knowledge to ground generated text.
- Expertise in vector databases and embedding techniques.
- Strong understanding of the principles behind retrieval-augmented generation and its application in improving the quality and reliability of LLM applications.
- Demonstrated ability to provide relevant data or documents as context for LLM responses.
- Experience in optimizing data usage for LLM formulation.
- Bachelor's degree or higher in Computer Science, Engineering, or a related field.
- Proven experience in machine learning, particularly in the Generative AI domain.
- Strong programming skills in Python.
- Excellent problem-solving and analytical abilities.
- Effective communication skills and the ability to collaborate in a team environment.
- Demonstrated ability to work independently.
- Close collaboration with cross-functional Engineering and Leadership teams to build and integrate Gen-AI frameworks for improved the engineering excellence and knowledge sharing practices
- Research, prototype, benchmark, deploy and maintain AI-driven agents/chatbots
- Implement and validate various use-cases and scenarios by AI-assistants and tools
- Integrate various NLP/LLM tools and frameworks with AI-agents
- Integrate MS Azure AI services
- Ensure high quality deliverables and deployments provided for Customer teams in order to address AI-driven assistance for SDLC
Machine Learning Specialist Ukraine IRC221752 - Kyiv, Україна - Hitachi Careers
Опис
Description:Zenseact's purpose is to make safe and intelligent mobility real, for everyone, everywhere. We develop the complete software stack for ADAS and AD, from sensing to actuation. Our focus is to build a single cutting-edge software platform in order to serve various levels of autonomy and offer unequaled scalability at the same time. The head office is in Gothenburg, Sweden. Zenseact's first self-driving deployment will be launched on the next-generation vehicle platform from Volvo Cars.
Self-driving cars, when real, is estimated to reduce fatal car accidents with more than 85%, saving more than 50,000 persons from dying in car accidents caused by human errors each year. We feel that is a goal worth pursuing.
But technology, software, tools and datasets would not mean much without the best people behind the wheel to drive them. At Zenseact, some five hundred of the best engineering minds globally, stationed across two continents, are collaborating with the same passion: to bring autonomous driving to the streets for real and create a safer journey for everyone. This is part of our culture and how we work, develop and grow together.
Apart from your skillset your mindset will take you even further. With genuine team playing attitude and a high feeling of responsibility and thoroughness you will quickly thrive and grow in your role. We have space for your ambition to mentor others by sharing your knowledge in software craftmanship.
We strive for a T-shaped competence profile for all team members, so every member must be open to work on all topics relevant for the team while still fostering their special expertis
Requirements:
We are seeking a skilled Machine Learning or Deep learning Engineer specialized in the Generative AI domain to join our team. The ideal candidate will have concrete development experience in retrieval models and Large Language Models (LLMs), with a strong familiarity with vector databases and embeddings.
Requirements:
Job Responsibilities:
Empowering Projects: With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people's lives.
Empowering Growth: We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.
DE&I Matters: At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.
Career Development: Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.
Comprehensive Benefits: In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment.
Flexible Opportunities: At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.
About GlobalLogic
GlobalLogic is a leader in digital engineering. We help brands across the globe design and build innovative products, platforms, and digital experiences for the modern world.
By integrating experience design, complex engineering, and data expertise-we help our clients imagine what's possible, and accelerate their transition into tomorrow's digital businesses.
Headquartered in Silicon Valley, GlobalLogic operates design studios and engineering centers around the world, extending our deep expertise to customers in the automotive, communications, financial services, healthcare and life sciences, manufacturing, media and entertainment, semiconductor, and technology industries.
GlobalLogic is a Hitachi Group Company operating under Hitachi, Ltd. (TSE: 6501) which contributes to a sustainable society with a higher quality of life by driving innovation through data and technology as the Social Innovation Business.