AI/ML Data Engineer (Remote)

Date Posted:

2024-06-17

Country:

United States of America

Location:

HWI99: Field Office - WI Remote Location, Remote City, WI, 53558 USA

Position Role Type:

Remote

Do you want to be part of an exciting initiative to combine foundational IT with new digital technologies?  The Artificial Intelligence team, part of the Digital Technology function, delivers value through machine learning and AI services. Collaborating with senior leaders, the team uncovers hidden insights and drives digital transformation with deep learning innovations. This work provides a competitive edge, solves business problems, and transforms our operations.

We are seeking a Data Engineer to develop and support AI applications and foundational algorithms.

We seek a strong, passionate leader with an action-oriented, collaborative mindset. The ideal candidate will deliver benefits that exceed expectations, develop teammates, assess performance, and plan proactively, all while maintaining integrity. 

** This individual can sit at any Collins domestic location or remote. **

What YOU will do:

• You will design, evaluate, deploy, and maintain AI/ML models, data pipelines, and solutions.  

• You will lead the development of AI applications and products, specifically the foundational models and algorithms. Solutions include vision, speech, gesture, touch, robotics, and advanced search technologies. 

• You will build and deploy data pipelines focusing on data ingestion, integration, modeling, optimization, and quality for AI processing. 

• You will provide production support for existing and future models, data pipelines, and solutions. 

• You will work well in an environment focused on rapid yet thorough delivery of product from specifications and instructions when provided.

• You will work collaboratively with internal and external stakeholders to understand program needs & challenges; support the team to generate and execute plans which deploy appropriate solutions. 

• You will participate in code reviews, raise technical risks, and create documentation helping to ensure all development projects meet the needs of applicable requirements. 

• You will lead activities to improve company AI literacy, including training, education and knowledge sharing of AI products, services, tools, stakeholders, and processes across the enterprise. 

What YOU will Learn:

• You will foster relationships with your DT peers all over the world that work and WANT to work at Collins.

• You will learn how to deal with ambiguity, bring clarity, create energy, and drive solutions end-to-end. Possess the drive to dive deep, thrive and progress even in uncertain or undefined situations. 

Qualifications you must have (Education included):

• Must be a U.S. Citizen or Green Card holder.

• Typically requires a University Degree and minimum 8 years prior relevant experience or an Advanced Degree in a related field and minimum 5 years of experience or in absence of a degree, 12 years of relevant experience.

• Must be willing and able to travel 5% of the time.

• Technical education and experience in artificial intelligence, machine learning, and data science

• Experience programming in Python.

Skills We Value:

• Experience with AI research, theory, and innovation.  

• Experience using development tools/environments such as AWS, Linux, Ubuntu, Bash, Conda, pip, VS Code, Spyder, Git + Github, GPU’s, REST APIs. 

• Experience developing in python with relevant libraries (i.e. Pandas, NumPy, Tensforflow, Unstructured.io, LangChain, Haystack, SQLAlchemy) 

• Experience with relational databases (e.g., PostgreSQL, MySQL, SQL Server) and/or NoSQL databases (e.g., MongoDB, DynamoDB). Optimizes costs, storage, processing, and access to integrated data.  

• Understanding of the software development lifecycle, including coding standards, code reviews, source control, build processes (CI/CD), testing, and delivery for existing and new team products. 

• Experience with LLM’s and Generative AI state-of-the-art methodologies.   

• Experience developing and training models for Computer Vision, Conversational AI, Natural Language Processing, Decision Support, Ranking/Recommendations, Speech, and Audio. 

Collins Aerospace, a Raytheon Technologies company, is a leader in technologically advanced and intelligent solut