AI Feature Engineer

Job Description

Design and implement AI features and data pipelines for various AI-based products, models, and services.
This role will be hybrid if based near a MiTek office, with the option to be fully remote if not located near a MiTek office.

Job Responsibilities & Requirements

What You Will Do:

• Design, build, test, and maintain scalable and reliable data pipelines and architectures for a variety of AI models.

• Develop and implement architectures to prepare different forms/types (images, text, tabular, time series, etc.) of data for annotation, labeling, and monitoring purposes.

• Extract, transform, load, prepare, and troubleshoot data from various sources and formats, ensuring the quality and integrity of model features.

• Develop and implement data models, schemas, and structures to support AI models and algorithms.

• Work with large amounts of data to perform exploratory data analysis, and process the outputs from AI models for cloud and on-prem systems.

• Convert business requirements into functional and technical specifications.

• Design, develop, test, and deploy AI features using various machine learning and deep learning frameworks and tools.

• Collaborate with cross-functional teams of engineers, data scientists, AI Scientists, and business stakeholders to deliver data-driven solutions and features.

• Research and apply the best practices and latest advancements in AI, such as natural language processing, computer vision, speech recognition, and recommender systems.

• Document and communicate the AI feature specifications, architectures, and results to various stakeholders.

• Collaborate with other AI engineers and data scientists to share knowledge, ideas, and best practices.

• Provide technical guidance to peers and cross-functional team members.

Qualifications:

• Bachelors degree in a related Field required

• 3+ years of experience in developing and deploying AI features for various products and services required

• Proficient in Python and SQL required

• Proficient with parallel and distributed computing frameworks and platforms such as Spark, Cuda, Databricks required

• Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, Keras, Scikit-learn, or similar required

• Working knowledge of machine learning and deep learning concepts required

• Experience in applying AI techniques to various domains, such as natural language processing, computer vision, speech recognition, recommender systems, etc. required

• Experience in applying AI techniques to various domains, such as natural language processing, computer vision, speech recognition, recommender systems, etc. required

• Experience with AutoML tools and frameworks highly preferred

• Excellent communication, presentation, and problem-solving skills

• Ability to work independently and collaboratively in a fast-paced and dynamic environment

MiTek Perks:

• Flexible Paid Time Off - take as much time off as you need!

• Medical, Dental and Vision Insurance begin on Day 1!

• Profit Sharing Plan and Annual Incentive Plan

• 13 Paid Holidays

• 401k Plan with Matching Contributions

• Paid Parental Leave and Paid Caregiver Leave

• A variety of Medical, Dental and Vision Plans to choose from

• Short-Term Disability Coverage, Long-Term Disability Coverage and Life Insurance

• Tuition Reimbursement

• Career advancement and training opportunities!

MiTek is a platform innovator and enabler that exists to transform the building industry with better building solutions. In 1955, MiTek transformed residential construction with the invention of the Gang-Nail plate and a digital platform that provided an affordable and scalable way to manufacture wood trusses. Today, MiTek delivers software, services, engineered products, and automated solutions that enable the building industry to improve efficiencies by optimizing the balance between off-site and on-site. With nearly 5,600 team members worldwide, MiTek collaborates across the building industry to enable and accelerate transformational breakthroughs in design and construction to transform the way the industry designs, makes, and builds. As a Berkshire Hathaway (NYSE: BRK-A, NYSE: BRK-B) company since 2001, MiTek has a record of continuous growth and innovation.

MiTek is an E-Verify and Drug and Tobacco-Free Workplace.

We are an equal opportunity employer; and all qualified applicants will receive consideration for employment without regard to race, color, creed, religion, national origin, ethnicity, physical or mental disability, sex (including pregnancy, sexual orientation, gender identity or expression, or transgender status), age (40 and over), genetic information (including family medical history), veteran status, or any other protected characteristic.

For accommodation to assist with completing this application, please contact Human Resources at +1 314-434-1200.

www.mii.com