AI/ML Software Engineer

7 days ago

Bengaluru, Karnataka, India Intel Full time

Job Description

We are looking for a passionate and experienced Senior Software Engineer specializing in AI/ML to join our dynamic team. Ideal candidate thrives in a fast-paced environment, enjoys solving complex problems, and is committed to excellence. Works with internal engineering teams and external partners, to identify the AI/ML application use cases in multiple projects, design solution and take it to the productization stage. The candidate is expected to work day-to-day on ML Frameworks such as PyTorch, TensorFlow, Jax etc. Serves as a trusted technical advisor and provides technical enabling of AI/ML solutions.Responsibilities �Design and develop SW techniques for AI frame. �Design, develop, and deploy advanced machine learning models to solve Business problems�Collaborate with product teams to integrate AI/ML technologies into our products and services.�Conduct data exploration and preprocessing to prepare datasets for model training.�Profile deep learning inference and training workloads and identify optimization opportunities in the software stack.�Optimize algorithms for performance and scalability in production environments.�Research latest industry trends in AI/ML apply this knowledge to improve our solutions.�Ensure code quality and maintainability by adhering to best practices and participating in code reviews.�Implement the best Software engineering practices - Agile, DevOps�Mentor junior engineers and contribute to the team's knowledge sharing efforts.

Qualifications

Qualifications

Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field. 5-10 years of experience in software development, with a strong focus on AI/ML. Execution of ML/DL/AI models on PyTorch Tensorflow or MxNet frameworks or any other Framework, integration to proprietary validation frameworks, loss and performance analysis, regression tracking Expertise in numeric analysis, loss/accuracy, and performance debug in validation Environment Strong experience in DL with Python, NumPy, Scikit, Pandas, PyTest and/or Google Test framework for validation. Proficiency in programming languages such as Python, C, C++., Java Solid understanding of machine learning algorithms, data structures, and software architecture principles. Expertise dealing with large structured and unstructured data in cloud is a plus Exposure to standard data mining, transformation techniques Quick to automate tasks to improve the efficiency Experience with cloud platforms (AWS, Azure, GCP) and their AI/ML services is a plus. Experience with Kubernets, dockers, ansible is good to have. Experience with Snowflake, Mongo Experience with the Agile/Scrum processes through the entire SDLC: software design, coding, unit test, integration test, build and release. Strong analytical and problem-solving skills. Excellent communication and collaboration abilities

Inside this Business Group

The Client Computing Group (CCG) is responsible for driving business strategy and product development for Intel's PC products and platforms, spanning form factors such as notebooks, desktops, 2 in 1s, all in ones. Working with our partners across the industry, we intend to deliver purposeful computing experiences that unlock people's potential - allowing each person use our products to focus, create and connect in ways that matter most to them. As the largest business unit at Intel, CCG is investing more heavily in the PC, ramping its capabilities even more aggressively, and designing the PC experience even more deliberately, including delivering a predictable cadence of leadership products. As a result, we are able to fuel innovation across Intel, providing an important source of IP and scale, as well as help the company deliver on its purpose of enriching the lives of every person on earth.

Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits

Working Model

This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances the work model may change to accommodate business needs.

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