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.
Keywords: Notable, Richmond , ML ENGINEER - CONVERSATIONAL AI, Engineering , San Mateo, California
Click
here to apply!
|