Senior Machine Learning Engineer, Ottimate
$150k
+ Bonus
AP automation AI software
Open for applications
AP automation AI software
201-500 employees
Open for applications
$150k
+ Bonus
201-500 employees
Company mission
To make life a little easier for anyone eager to spend less time on AP and more time growing their business.
Role
Who you are
- You think critically about your work and ask questions in order to improve the product
- You like the iterative process of development
- You are driven by curiosity, the whys and hows are what you are looking for always
- You have a data intuition and are easily able to identify patterns
- You are good at looking at the big picture but also have a clear idea of looking at individual examples and finding solutions
- You have strong communication skills and are able to explain complex technical topics to the entire team in a clear and concise way
- You have the ability to go deep, but also appreciate the challenge of understanding breadth
- When things inevitably break—you eagerly jump in to diagnose and fix the core issues
- You seek out problems to fix and are willing to dissect it to get to the solution
- Masters or PhD in computer science or related fields
- 4+ years of total experience out of which minimum 2 years of experience in building and deploying Machine Learning / Deep Learning models in a production setting
- Strong software engineering and computer science fundamentals, with experience building and deploying Deep Learning models to production
- We are a Python shop. Strong background and experience in Python is necessary
- Strong skills in working with multiple codebases, version control and CI/CD
- Strong understanding of Machine Learning and Deep Learning fundamentals, with ability to read and understand cutting edge research papers and implement them in any popular framework
- Experience/ Expertise in any of the following: Computer vision, Natural Language Processing, deep learning, non convex optimization, neural networks, active learning, few shot learning, meta learning, CNNs, RNNs, reinforcement learning
- Strong experience is any one popular Deep Learning framework like Pytorch. We use Pytorch in general we are framework agnostic
- Experience in SQL
- Experience in building APIs using Flask, Django
What the job involves
- Build deep learning models for a variety of image and text based tasks. Eg: Instance segmentation, image2text, text parsing, image/text classification, few shot and active learning
- Build and optimize infrastructure for training, deploying, bench-marking and monitoring large scale deep learning models
- Build infrastructure for dataset discovery, collection and pre-processing
- Read and be aware of state of the art research in computer vision, text processing, active learning and adapt them to problems that we solve at Ottimate
- You will be part of a growing team that designs, develops and deploys machine learning models that advance the state of the art in extracting structured information from images and documents, and help businesses automate document based workflows
- A typical day will include one or many of the following: reading and writing machine learning / deep learning code, catching up on state of the art research, analyzing datasets, work on infrastructure and dev ops, training and bench marking models, monitoring performance and brainstorming with other engineers in the team
Our take
Accounts payable is a cumbersome side of financial management for the hospitality and restaurant sectors. High volume of deliveries of variable frequencies and size, along with the substantial chance of damage to perishable items, means that keeping track of short-term credit to various sellers is a tricky business. With belts having been drastically tightened across the hospitality sector in recent years, labor-intensive paper invoicing and back-office administration no longer cuts the mustard.
Ottimate's (previously Plate IQ) solution is to effect digital transformation across B2B payments and accounts payable in the hospitality sector. The company’s VendorPay allows customers to make payments directly to over 200,000 vendors straight from their AP platform, thereby streamlining and resolving the late payments issue that’s been growing steadily in the sector over recent years.
Margins in the sector are famously tight, so even the most modest of operational improvements can make substantial gains for hospitality businesses. Indeed, over 30,000 restaurants, hotels and grocery chains across the US are using Ottimate’s platform, including leading brands such as Best Western, Holiday Inn and Foodtown.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
29% employee growth in 12 months
Company
Funding (last 2 of 3 rounds)
Nov 2021
$160m
SERIES B
Mar 2017
$4m
SERIES A
Total funding: $164.5m
Company benefits
- Health & Retirement: We offer comprehensive medical, dental, vision coverage as well as a 401(k)
- Paid Time Off: We offer plenty of vacation and personal time off to give you the time to step away, unwind, and recharge
Company HQ
SoMa, San Francisco, CA
Leadership
Barrett Boston
(CEO)Previously CRO & Executive Officer for TriNet. Before that, they were the President of Americas with TravelClick and Vice President at IBM.
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