Full Time Senior Machine Learning Engineer at Fieldguide (United States)
Qualifications, skills, and all relevant experience needed for this role can be found in the full description below.
Senior Machine Learning Engineer
Fieldguide United States
Date Posted : 08 Feb, 2023
Work Location : San Francisco, United States
Salary Offered : $150000 $200000 yearly
Job Type : Full Time
Experience Required : 3+ years
Remote Work : Yes
Stock Options : No
Vacancies : 1 available
About us
Fieldguide is establishing a new state of trust for global commerce and capital markets through automating and streamlining the work of assurance and audit practitioners specifically within cybersecurity, privacy, and ESG (Environmental, Social, Governance).
Put simply, we build software for the people who enable trust between businesses.
We’re based in San Francisco, CA, but built as a remote-first company that enables you to do your best work from anywhere.
We're backed by top investors including 8VC, Floodgate, Y Combinator, DNX Ventures, Global Founders Capital, Justin Kan, Eric Ries, and more.
We value diversity in backgrounds and in experiences. We need people from all backgrounds and walks of life to help build the future of audit and advisory.
Fieldguide’s team is inclusive, driven, humble and supportive. We are deliberate and self-reflective about the kind of team and culture that we are building, seeking teammates that are not only strong in their own aptitudes but care deeply about supporting each other's growth.
About the role
We're a Series A-stage company that is growing quickly. We’re looking for our first machine learning engineer to join our team.
You’ll have the opportunity to be a tech lead for our machine learning efforts, help us hire future ML engineers, and have a great deal of autonomy in building our ML organization from the ground up.
In this role, you will be responsible for designing, implementing, and deploying machine learning models that can effectively process and analyze complex datasets.
Most importantly, you will work on improving our data flywheel, which will help to supercharge the performance of our models and unlock even more value for our customers.
You’ll also collaborate closely with platform, data, and product engineers, product managers, and data scientists to productionalize solutions and products that are powered by ML and ensure they’re loved by our customers.
The following should describe you
- 5+ years of experience designing, developing, deploying machine learning solutions, ideally in B2B SaaS products
- Exceptional foundational coding skills in Python or a similar language
- Experience building scalable processes for extracting, preparing, and labeling large structured and unstructured data sets
- Experience with ML pipelines and deploying ML services to production
- Experience with NLP, deep learning, and other common ML algorithms and techniques (named-entity recognition, part-of-speech tagging, OCR, clustering, prediction, etc.)
- Experience with machine learning frameworks (PyTorch, Jax, spaCy, scikit-learn, etc.)
- Experience with data engineering and data processing pipelines (Kubernetes and deploying infrastructure on AWS is a plus)
- Excellent communication skills and the ability to effectively communicate technical concepts and ideas to a non-technical audience.
- Experience with agile software development methodologies, and the ability to manage and coordinate the work of a team of data scientists and engineers.
More about Fieldguide
We’re a values-based company. In addition to technical skills, we look for mutual values alignment in every candidate. Our values are :
- Fearless - Inspire & break down seemingly impossible walls.
- Fast - Launch fast with excellence, iterate to perfection.
- Lovable - Deliver happiness & 11 star experiences.
- Owners - Execute & run the business with ownership.
- Win-win - Create mutual value & earn trust for life.
- Inclusive - Scale the best ideas with inclusive teams.
Some of our benefits include :
- Competitive compensation packages with meaningful equity
- Unlimited PTO
- Wellness benefits, including a bundle of free therapy sessions
- 401k
- Technology & Work From Home reimbursement
- Flexible work schedules
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