AI/ML Developer

Описание

Introduction
Join IBM Software and be a part of the cutting-edge AI revolution. IBM Software is dedicated to creating the world’s leading AI-powered, cloud-native software solutions. Our software helps clients and business partners leverage massive data from applications and systems to create better, faster, and more secure solutions. Running on Red Hat OpenShift and Enterprise Linux, we are committed to addressing the most critical requirements of the digital transformation era.
As an AI/ML Developer, you will contribute to the development of AI solutions incorporated in IBM Rapid Network Automation leveraging IBM’s advanced WatsonX platform. You will work on impactful projects that drive digital transformation and innovation across various industries, seeing your work deployed in real-world applications. WatsonX is IBM’s commercial generative AI and scientific data platform based on the cloud, offering a studio, data store, and governance toolkit. It allows AI developers to leverage a diverse set of LLMs for various NLP tasks, including question answering, content generation, summarization, text classification, and data extraction.

Your Role and Responsibilities

Conduct thorough research on new algorithms, models, and tools to stay ahead of AI innovations.
Develop and optimize machine learning models for IBM Rapid Network Automation, integrating with various applications.
Write efficient and scalable Python code to support new AI functionalities.
Collaborate with cross-functional teams to define product requirements and deliver solutions.
Develop and maintain MLOps pipelines for training, validating, testing, and deploying machine learning models.
Mentor junior team members and contribute to the growth of the team’s AI expertise.
Occasionally participate in conferences, give talks, and contribute to the AI community.

Required Technical and Professional Expertise

Bachelor’s Degree in Computer Science, AI, or a related field
3+ years of experience coding and debugging in Python
Proven interest in generative AI, natural language processing, or computer vision.
Strong foundation in statistics and familiarity with common ML algorithms.
Ability to deploy and maintain AI/ML models in production, ensuring performance and scalability.
Experience with machine learning techniques and tools such as scikit-learn, XGBoost, LightGBM, TensorFlow, PyTorch
Experience with micro-service architecture and development
Strong analytical and problem-solving skills
Fluent in written and spoken English

Preferred Technical and Professional Expertise

Working knowledge of building machine learning and deep learning models
Experience with coding in other languages (e.g., Go, Java, Spring, NodeJS) is a plus
Familiarity with containerized environments (Docker/K8S/OpenShift)
Experience with cloud environments
Exposure to build and test automation
Good knowledge of networking concepts
Familiarity with low-code automation platforms
Familiarity with performance profiling and benchmarking

Изисквания към кандидата

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Образование:

Ние предлагаме

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Ниво в йерархията:
Експертен персонал без ръководни функции

Категория:

ИТ и Компютърни специалисти

Държава:

България

Населено място:

Гр. София

Адрес:

бул. ДРАГАН ЦАНКОВ 36

Дата:

28.08.2024

Организация:

Ай Би Ем България ЕООД
Фирма/Организация - Директно търсеща служители

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