Description:
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:
- Master’s or Ph.D. in Data Science, Computer Science, Statistics, Applied Mathematics, or a related field.
- 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.
Job 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 We Offer
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.
