Senior AI/ML Engineer
2 months ago
* United States of America - North Carolina - Morrisville
Why Work at LenovoWe are Lenovo. We do what we say. We own what we do. We WOW our customers.
Lenovo is a US$62 billion revenue global technology powerhouse, ranked #217 in the Fortune Global 500, employing 77,000 people around the world, and serving millions of customers every day in 180 markets. Focused on a bold vision to deliver smarter technology for all, Lenovo has built on its success as the world’s largest PC company by further expanding into growth areas that fuel the advancement of ‘New IT’ technologies (client, edge, cloud, network, and intelligence) including server, storage, mobile, software, solutions, and services.
This transformation together with Lenovo’s world-changing innovation is building a more inclusive, trustworthy, and smarter future for everyone, everywhere. To find out more visit www.lenovo.com , and read about the latest news via our StoryHub .
Description and RequirementsAt Lenovo, we Never Stand Still. Every day, every employee at Lenovo is focused on moving forward, rejecting traditional limits, and always seeking a better way.
Do you have a passion for data and machine learning that powers cutting-edge AI? Are you a results-oriented engineer who thrives in a collaborative environment and enjoys technical leadership? If so, we want to hear from you We’re looking for a Senior AI/ML Engineer to work with the AI platform team within our Cloud and Software (CSW) Group at Lenovo.
About the role
In this role you will work directly with locally & globally distributed teams responsible for defining, designing, and building robust data products and AI capabilities for Lenovo CSW’s core platform in a cloud-based SaaS environment. You’ll be part of a highly dynamic software development team working on initiatives with a goal to transform and enhance the overall business value of our products and platforms.
You will be responsible for building predictive insights, recommendations, forecasting capabilities for AI platform using AI/ML algorithms, frameworks, and libraries. You will apply your knowledge of ML modeling, pipelines, feature engineering, data processing, cloud expertise, supporting tools and technologies to develop new AI/ML solutions. As a Senior AI/ML Engineer on this team, you will play a key role in developing, deploying, and optimizing existing AI and ML solutions for the platform.
This is a great opportunity if you are:
- passionate about machine learning
- have a strong sense of responsibility and ownership
- resourceful in face of ambiguity and thrive on change
- an independent thinker who can solve complex problems and help others solve them
- an excellent collaborator with solid communication skills, demonstrated by successful cross-team collaboration
- able to tackle and help breakdown large ML projects
Responsibilities:
- Work with user, device, and services data to prepare it for training, testing, and scoring with ML models and to power LLM applications.
- The data you shape will be used to power AI capabilities of the core platform that enables various cloud solutions of the company.
- Define the technical vision and roadmap for the ML team.
- Mentor junior engineers and help grow their technical skills.
- Stay up to date with the latest advancements in ML space and identify opportunities to leverage them. Evaluate and implement new tools and technologies to improve the team's efficiency.
- Optimize ML pipelines and models to improve quality and reduce computational time and cost.
- Work with business partners to understand business and product objectives, identify and define the right ML problems that need to be solved, translating them into technical requirements and breaking them down into manageable tasks.
- Collaborate with a multidisciplinary, globally distributed team of professionals that can include Data Scientists, Data Engineers, Business Analysts, Project and Product Management.
- Delegate tasks effectively and provide clear expectations for team members.
Minimum Qualifications:
- Bachelor’s degree in computer science, Information Systems, Engineering, Math or related technical field.
- 8+ years of relevant software development experience.
- 5+ years of experience building production grade machine learning based applications/systems.
- Programming skills in Python, and tools/libraries/frameworks such as Spark, Pandas, Scikit-learn, PyTorch, TensorFlow, Jupyter.
- Building and deploying ML models (such as neural networks) in production through their entire lifecycle - training, tuning, integrating in production systems, and monitoring/maintaining.
- ML Engineering tooling: data acquisition, cleaning, preparation, feature engineering.
- Experience collaborating with data engineers, data scientists, and communicating with stakeholders.
- Experience working with various supervised and unsupervised machine learning models to solve common machine learning problems such as regression, classification, forecasting, anomaly detection, etc.
- Experience mentoring junior engineers and helping grow their technical skills.
Preferred Qualifications:
- Experience building end-to-end scalable ML pipelines on-premise and/or in cloud platforms such as AWS (preferred).
- Advanced SQL skills for data exploration (such as window functions).
- Familiarity with version control systems, CI/CD practices, testing.
- Experience with tools like Docker and orchestration platforms such as Kubernetes.
- Experience related to NLP, LLMs, and GenAI applications is a plus.
Additional Locations:
* United States of America - North Carolina - Morrisville
* United States of America
* United States of America - North Carolina
* United States of America - North Carolina - Morrisville
If you require an accommodation to complete this application, please contactability@lenovo.com
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