Senior AI/ML Consultant (Federal)

At Snorkel AI, we're redefining how people and organizations build AI applications. Snorkel started as a research project in the Stanford AI Lab in 2016, creating a higher-level interface to machine learning through programmatically labeled and managed training data. From deploying in some of the world's largest and most sophisticated tech organizations, to empowering scientists, doctors, and journalists "” we've seen firsthand how this approach democratizes and accelerates AI. Now, we're building Snorkel Flow to bring our technology to everyone!All the relevant skills, qualifications and experience that a successful applicant will need are listed in the following description.Building Snorkel Flow requires outstanding engineers and technologies across the stack, including scalable data pipelines, elegant and intuitive interfaces (both visual and programmatic), state-of-the-art ML modeling techniques, and best practices for seamless deployment. Modern AI approaches require large labeled training datasets to learn from. While traditional approaches typically rely on armies of human annotators to label by hand, Snorkel Flow empowers users to programmatically label and build training data sets to drive a radically faster, more flexible, and higher quality end-to-end AI development process. Snorkel Flow is an end-to-end development platform, complete with a GUI and powerful programmatic interfaces for driving the development process for full AI application workflows: from preprocessing, to programmatic training data creation, to ML model training, to analysis, and deployment. It's the data-first platform for enterprise AI.Excited to help us redefine how AI applications are built? Apply to be the newest Snorkeler!As Snorkel's Senior AI/ML Consultant - Federal, you'll research and utilize established and state-of-the-art machine learning (ML) techniques to successfully deliver solutions to our customers in the Federal Government. As part of the AI/ML consulting team, you'll work with our customers to understand their business and technical needs and design ML solutions, primarily leveraging technology built by the team at Snorkel AI. We move fast and are constantly prototyping new ways to deliver value to our customers. The road from A to B isn't always clear-cut, and the impact of our work is global. Our team is mission-driven and customer-obsessed, and we are looking for an intellectually curious and energetic individual who can replicate this model across our Federal ML initiatives.Main ResponsibilitiesAssist customers with the delivery of a Machine Learning project from beginning to end, including business case definition and scoping, data aggregation and exploration, algorithm selection, and model deployment to deliver business impact to the organization.Design, develop, and deploy enterprise solutions across the Artificial Intelligence spectrum. Use cases include Chatbots, Virtual Assistants, Machine Learning, and Cognitive Services.Lead stakeholder education on quantitative capabilities, helping them to understand the strengths and weaknesses of different approaches and what problems are best-suited for Snorkel AI.Conduct one-to-few and one-to-many enablement workshops to transfer knowledge to customers considering or already using Snorkel AI.Present findings and recommendations to customer stakeholders, assist with program ideation and technical program management, and brief materials.As part of our team, you will have the opportunity to work on all aspects of complex National Security problems.Travel up to 50% for applicants located outside the Washington, D.C. area.Preferred Qualifications3+ years of customer-facing experience in the design and implementation of AI/ML solutions.2+ years of experience using Python to prepare data for analysis, visualize data as part of exploratory analysis, generate features, and other similar data science-driven data handling.Expertise in modern ML frameworks and libraries, e.g., PyTorch, Keras, TensorFlow, Scikit-learn, Numpy, SciPy, and transformers.Experience collaborating with business stakeholders to ensure that ML solutions deliver successful business outcomes.Outstanding presentation skills to technical and executive audiences, whether impromptu on a whiteboard or using presentations and demos.Ability to connect a customer's specific business problems to Snorkel AI's differentiated platform and unique approach to ML development.B.S. degree in a quantitative field such as Computer Science, Engineering, Mathematics, Statistics, or comparable degree/experience.US Citizenship is required and the position is not eligible for sponsorship.Candidates must have an active TS//SCI security clearance; prefer candidates with TS//SCI with polygraph.The salary range for our Tier 1 locations of San Francisco, Seattle, Los Angeles & New York is $110,000.00 - $190,000.00.Be Your Best At SnorkelSnorkel AI is on a mission to make machine learning practical for everyone, and it starts with building a team that welcomes, represents and gives opportunity to all. We work at the frontier of AI and software engineering, and believe that underrepresented communities need to play a part in shaping the future of these fields. At Snorkel AI, we actively work to create an environment that values end-to-end ownership, diverse forms of impact, and opportunities for personal growth.Snorkelers are supported by an amazing team and an amazing set of benefits. We offer comprehensive medical, dental, and vision plans for Snorkelers and their families, plus a yearly wellness stipend. Our 401k program lets Snorkelers plan for their future and our parental leave program lets new parents take up to 20 weeks of paid time off. Learn more about these benefits and more "” like our workstation setup allowance "” on our Careers page.Snorkel AI is proud to be an Equal Employment Opportunity employer and is committed to building a team that represents a variety of backgrounds, perspectives, and skills. Snorkel AI embraces diversity and provides equal employment opportunities to all employees and applicants for employment. Snorkel AI prohibits discrimination and harassment of any type on the basis of race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local law. All employment is decided on the basis of qualifications, performance, merit, and business need.We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.#J-18808-Ljbffr

Created: 2024-11-06