JOB DETAILS
AI (our general term for data science, machine learning, and deep learning) is one of the most exciting technologies of the decade. This role is your opportunity to build and deploy new AI products from the ground up.
AI Engineer is a new technical role at our company. You will be part of a team helping chart our AI strategy and define the problems we are solving with AI. You will help build our AI development and production infrastructure and set our technical standards. To succeed you must become an expert in building AI models and putting them into production.
Responsibilities
• Set up and manage our AI development and production infrastructure.
• Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products.
• Build data ingest and data transformation infrastructure.
• Identify transfer learning opportunities and new training datasets.
• Build AI models from scratch and help product managers and stakeholders understand results.
• Deploy AI models into production.
• Create APIs and help business customers put results of your AI models into operations.
• Keep current of latest AI research relevant to our business domain.
Skills & experience
• At least 12 years hands-on programming experience working on enterprise products. 12+ years experience preferred.
• Demonstrated proficiency in multiple programming languages with a strong foundation in a statistical platform such as Python, R, SAS, or MatLab.
• Experience building AI models in platforms such as Keras, TensorFlow, or Theano.
• Demonstrated commitment to learning about AI through your own initiatives through courses, books, or side projects.
Is this job for you?
1. Are you already becoming technically skilled in AI?
You must demonstrate strong initiative for building up your own AI skills. Do not apply for the job if you are not prepared to describe what you are already learning and models you have created.
We don’t expect you to be an expert or an AI researcher, but you must be able take existing models and best practices and adapt them to our environment.
Be ready to show us models you have created and discuss them in great detail.
2. Have you built enterprise software?
This is not a research role. If your only software experience is quickly hacking Python models using libraries like Numpy and Pandas this job isn’t for you.
You will be required to deploy software into production by building maintainable, readable, modular solutions using modern software engineering best practices. Be ready to talk about your experiences doing code reviews, building interfaces, and deployment systems. You should have strong opinions about best software engineering practices.
3. Are you ok with ambiguous goals and uncertainty?
We have a number of prospective AI projects. A major responsibility of this job is helping our leadership evaluate them and identifying the top candidates. You should expect prioritizes and direction to change as we begin adopting AI.
Do you have experience working in dynamic environments (such as a startup)? Are you excited by ambiguous goals and changing requirements?
If you value predictability and stability this is the wrong job for you.
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