AI/ML Architect IRC222000
1 miesiąc temu
GlobalLogic is inviting an experienced AI/ML Architect to join our engineering team.
As a Machine Learning Architect at GlobalLogic, you will be responsible for leading the design and implementation of our machine learning infrastructure and algorithms. Your work will directly contribute to the core of our product offerings, enhancing our capabilities in data analysis, predictive modeling, and AI-driven solutions. You will collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to ensure our ML systems are robust, scalable, and aligned with business goals.
Requirements: Requried:
10+ years of experience in designing and implementing machine learning systems in a production environment.
Profound knowledge of machine learning algorithms, including but not limited to supervised and unsupervised learning, deep learning, NLP,
GenAI, and reinforcement learning.
Experience with ML frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
Proficient in programming languages used in data science and ML, primarily Python and R.
Strong understanding of data structures, algorithms, and software engineering principles.
Experience with at least 2 cloud platforms (e.g., AWS, Azure, Google Cloud) and understanding of how to leverage their ML services.
Knowledge of containerization and orchestration technologies (e.g., Docker, Kubernetes) for deploying ML models.
Familiarity with MLOps principles and tools to streamline the ML lifecycle from development to production.
Participate in pre-sales activities, including developing ML offering materials and engaging with clients to understand their needs, presenting
tailored solutions, and demonstrating the potential impact of our ML technologies.
Excellent communication and leadership skills, with the ability to work in a fast-paced, collaborative environment.
Preferred:
Certifications in cloud technologies and machine learning.
Experience with big data technologies (e.g., Hadoop, Spark).
Published work in relevant fields.
Responsibilities: Design and implement scalable machine learning models and algorithms that can process large volumes of data efficiently.
Lead the development of our ML infrastructure, ensuring it supports both current needs and future growth.
Support presale PoCs and and project/account staring activities
Architect and optimize data pipelines for training and deploying machine learning models.
Collaborate with data engineers and software developers to integrate ML models into production systems.
Stay abreast of new developments in machine learning, AI, and data science, and assess their applicability to our business needs.
Provide technical leadership and mentorship to ML engineers and data scientists.
Work with product teams to translate business requirements into technical specifications and ML solutions.
What Do We Offer? We create an environment where everyone can fully realize their talents, freely share knowledge and experience, and create truly important things. Happy people create revolutionary products. We believe that we are able to change the world for the better — and we, as a company, help our specialists grow and be truly happy
Keep the balance. Work-life balance You will have the opportunity to choose where you want to work – at a comfortable office or at home. The choice is not limited to “where”, but also “when” - all of that because of flexible working hours. We will help you to ensure your work-life balance.
Support of health and sports activities We care about the health of all specialists. Every employee can take advantage of the following:
Private medical care – your well-being is crucial to us. You can choose one of many options, including the one which takes care of your loved ones.
Multikafeteria platform – this feature allows you to use sports facilities cards, attend cultural events or buy sports equipment or books. You choose from a vast variety of possibilities.
Life and travel insurance – our partners provide our consultants with a special group life insurance package.
Relocation Program We encourage you to discover a brand-new experience. GlobalLogic's offices in EMEA regions will meet you with maximum hospitality and the same corporate culture, processes, and possibilities.
Learning and professional growth You’ll collaborate with — and learn from — award-winning designers and engineers through customer projects, hackathons, meetups, and more. Listen to the top speakers or be one of them — it’s up to you
Create more than just a code. Make an impact beyond the code
In today's world, software engineers create a better future for people and the planet. GlobalLogic’s experts are contributing to this world right now in various projects: from automotive to healthcare
Sustainability and Social Responsibility We positively impact our communities by supporting education and the environment, and by developing women in tech, and the arts. For example, learn more about our EcoHike — a special app that makes the world cleaner Not only our engineers, but tourists, eco-activists, and hiking fans are using it regularly to keep our nature clean and vital.
Technology first Realize all your ideas within our internal tech clubs and groups. Feel free to find new friends, boost your skills, and grow professionally
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