What are the responsibilities and job description for the AI Development Solution Engineer (VP) position at Spruce Technology Inc.?
Job Details
Job Description
This role is for a senior engineer who will help build a firmwide AI Development Platform that will aid the adoption of AI capabilities throughout the enterprise. The ideal candidate will have strong hands-on experience of building software platforms, data engineering, API based development, REST framework etc. Knowledge of AIML and hands-on experience implementing solutions using Generative AI are also preferable. The candidate will have a strong passion for using AI to increase productivity as well as help generate new ideas for product improvements.
This role requires a strong combination of both development and infrastructure knowledge and experience. The successful candidate must be able to demonstrate technical leadership with a track record of developing and driving innovative solutions.
Primary responsibilities
- Build POC's and example code through which developers can access Gen AI models via standard APIs.
- Develop tooling and self-service capabilities for deploying AI solutions. Collaborate with developers to enhance the developer experience when building and deploying AI applications.
- This is a customer-facing role and excellent soft communications skills are mandatory.
- Integrate with capabilities such as large-scale vector stores for embeddings.
- Author best practices on the Generative AI ecosystem, when to use which tools, available models such as GPT, Llama, Hugging Face etc. and libraries such as Langchain, and Sematic Kernel.
- Have an application developer mindset and build common, reusable solutions to scale Generative AI use cases using pre-trained models as well as fine-tuned models.
- Contribute to major design decisions and product selection for building Generative AI solutions.
Required Skills
- Strong hands-on Application Development background in at least one prominent programming language, preferably Python
- Broad understanding of data engineering (SQL, NoSQL, Big Data), data governance, data privacy and security
- Demonstrated experience in DevOps, understanding of CI/ CD.
- Hands on experience with managing code in code repositories such as Bit Bucket and GitHub.
- Experience deploying resources to the cloud and using terraform to do so.
- Ability to articulate technical concepts effectively to diverse audiences.
- Strong desire and ability to influence development teams and help them adopt AI.
- Demonstrated ability to work effectively in a global organization and across time zones.
- Understanding of how deep learning works, understanding of Machine Learning frameworks such as TensorFlow or PyTorch
- Understanding of Information Security, Secure coding practices
Desired Skills
- Experience working with application development teams to enable them to build AI based applications.
- Ability to create code samples to be shared with application teams.
- Experience working with cloud providers, preferably Azure, but also AWS, Google Cloud Platform
- Experience building applications using AI development services on prominent cloud platforms such as Azure Cognitive Services, AWS Sagemaker, Google Vertex AI
- Experience working in a large, regulated industry such as Financial Services, Insurance etc.
- Experience building AI applications, preferably Generative AI and LLM based apps.
- Experience working with Generative AI development, embeddings, fine tuning of Generative AI models.
- Understanding of Model Ops/ ML Ops/ LLM Ops
Qualifications
- Bachelor's or a master's degree in computer science or related field, or equivalent job experience
- 8 - 12 years of experience in software engineering, design, and development
- Work location: 1 New York Plaza New York NY USA 10004
Spruce Technology, Inc. is a mid-size, award-winning (Inc 5000, SmartCEO, Entrepreneur of the Year) technology services firm with a steadily growing portfolio of commercial and government clients. Spruce provides innovative technology solutions, specialized IT staff, and IT strategy consulting nationwide. Spruce maintains partnerships with major technology vendors and continually develops leading-edge offerings in service areas such as digital experience, data services, application development, infrastructure, cyber security, and IT staffing.
Spruce Technology, Inc. is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information. Consistent with the Americans with Disabilities Act, it is the policy of Spruce Technology, Inc. to provide reasonable accommodation when requested by a qualified applicant or employee with a disability, unless such accommodation would cause an undue hardship. The policy regarding requests for reasonable accommodation applies to all aspects of employment, including the application process.
All full-time employees are eligible for the following benefits:
Medical, dental, vision health benefits
Life Insurance and AD&D (paid by company)
401k, Flexible and Dependent Care Spending Account plans.
Paid-time Off or Paid Sick Leave (amount dependent on position level and if required by state).