ML ENGINEER - CONVERSATIONAL AI

Company: Notable
Location: San Mateo
Posted on: October 29, 2024

Job Description:

OverviewNotable is the leading intelligent automation company for healthcare. Customers use Notable to drive patient acquisition, retention, and reimbursement, scaling growth without hiring more staff. We don't just make software. We are on a mission to fix the broken U.S. healthcare system by helping to eliminate the massive administrative burden that is placed on our nation's healthcare staff. We hire people from diverse backgrounds and are always looking for employees who bring fresh ideas to our space. Passion is paramount, and at Notable, you will get to work with other talented people who aim to set the new standard for innovation in healthcare.As an ML/AI engineer at Notable, you'll work on developing and deploying machine learning models which provide the intelligence powering robotic processes that underpin critical healthcare workflow automation. The types of AI tasks range from natural language understanding, including document entity extraction, reading comprehension, to computer vision for robotic process automation, such as object detection and optical character recognition. You'll work closely with the product development team to define ML systems tailored to our needs, help us build the necessary data and computing infrastructure, and ship new solutions to enable intelligent automation.We look for smart people who can implement well crafted solutions to complex problems in a fast paced environment, and who can help us attract more smart people. - We don't expect you to have experience with our stack (Google Cloud Platform, Python, Tensorflow, Kubeflow, PyTorch, FastAPI, Kubernetes), but we do look for demonstrated mastery of your chosen development stack and a desire to learn new technologies.Our interview process is meant to be representative of the kinds of work we will do together day-to-day and week-to-week. You'll start with an intro call to learn more about Notable and the team, followed by a remote two-hour take-home exercise where you will be asked to work on a problem similar to ones we work on a daily basis and then email it back, then either an in-person onsite with multiple one-on-one sessions and lunch with the team or a virtual alternative.Day-to-day responsibilities:Work with the product development team and product managers to define scope of work, timeline and product specificationsWork with backend engineers to deploy, maintain and scale AI modelsDefine interfaces between the microservices that runs and delivers AI modelsDiscover, collect, clean and transfer data to train AI modelsExperimentation of different AI models, methodologies, frameworks and communicate critical evaluation metrics to product teams.Explore, refine, improve best practices within the ML teamPush the boundaries of ML and AI and innovate on how to best leverage existing technologies to solve new problemsExperience: -7+ years of experience working in a relevant roleDemonstrated ability to translate business requirements and metrics into machine learning model specificationsQuickly prototype new models from open-sourced code and demonstrate resultsAbility to design and train new model architectures for complex dataExperience working with real-world data: large, messy, incomplete, irregular, etc.Experience working with a mix of structured and unstructured dataProficiency with Python and the standard ML stack (numpy, pandas, scikit-learn)Experience with a deep learning package, e.g. Tensorflow, PyTorchExperience deploying ML models in productionBeware of job scam fraudsters! Our recruiters use @notablehealth.com email addresses exclusively. We do not conduct interviews via text or instant message and we do not ask candidates to download software other than Zoom, to purchase equipment through us, or to provide sensitive personally identifiable information such as bank account or social security numbers. If you have been contacted by someone claiming to be me from a different domain about a job offer, please report it as potential job fraud to law enforcement and contact us here.Compensation Range: $94.2K - $220KLocationSan Mateo, CATypeFull timeDepartmentEngineeringCompensation$94.2K - $220K --- Offers EquityOur compensation reflects the cost of labor across several U.S. geographic markets, and we pay differently based on those defined markets. Pay---within this range varies by work location---and may also depend on job-related knowledge, skills,---and experience. Your recruiter can share more about the specific salary range for the job location during the hiring process.For sales roles, starting salaries are expressed as On Target Earnings ("OTE" = base + commission), and short-term incentives are in the form of and governed by sales commission plans. -Non-sales roles may also be eligible for additional compensation. Eligibility to participate in a discretionary annual incentive program is subject to the rules governing the program, whereby an award, if any, depends on various factors including, without limitation, individual and organizational performance.All regular exempt full-time employees are also eligible for stock options, and Medical, Dental, and Vision coverage with generous premium contributions for both employees and their families, the option of a Health Savings Account with Employer Match, Company paid disability and life insurance with the opportunity to add additional coverage for you and your family. - -Notable is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: Notable is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at Notable are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. Notable will not tolerate discrimination or harassment based on any of these characteristics. - As part of this policy and legal compliance, Notable will make reasonable accommodations for the known physical or mental limitations of an otherwise qualified individual with a disability who is an applicant or an employee unless undue hardship would result. Notable will also accommodate a religious belief or practice (including religious dress and grooming practices, such as religious clothing or hairstyles) if the accommodation is reasonable and will not impose an undue hardship. -If you are experiencing a technical issue with your application or an assessment, please email recruiting@notablehealth.com to request assistance.

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