Machine Learning Engineer II
Found in: Jooble CA O C2 - 1 week ago
Abnormal Security is looking for a Machine Learning Engineer to join the Message Detection - Attack Detection team. At Abnormal, we protect our customers against nefarious adversaries who are constantly evolving their techniques and tactics to outwit and undermine the traditional approaches to Security. That’s what makes our novel behavioral-based approach so… Abnormal. Abnormal has constantly been named as one of the top cybersecurity startups and our behavioral AI system has helped us win various cybersecurity accolades resulting in being trusted to protect more than 8% of the Fortune 1000 ( and ever growing ).
In a landscape where a single successful attack can lead to financial losses of millions of dollars, the Attack Detection team plays the central role of building an extremely high recall Detection Engine that can operate on hundreds of millions of messages at milliseconds latency. The Attack Detection team’s mission statement is to provide world-class detector efficacy to tackle changing attack landscape using a combination of generalizable and auto trained models as well as specific detectors for high value attack categories.
This team is solving a multi-layered detection problem, which involves modeling communication patterns to establish enterprise-wide baselines, incorporating these patterns as robust signals, and combining these signals with contextual information to create extremely precise systems. The team builds discriminative signals at various levels including message level (eg. presence of particular phrases), sender-level (eg.frequency of sender) and recipient level (eg.likelihood of receiving a safe message). These signals are then combined and utilized to train highly accurate model based as well as heuristic detectors. Additionally, to continuously adapt to new unseen attacks, the team builds out different stages in our automated model retraining pipelines including data analytics and generation stages, modeling stages, production evaluation stages as well as automated deployment stages.
This role would also have an opportunity to have a significant impact on the overall charter, direction and roadmap of the team. The Machine Learning Engineer would be involved in understanding the domain of false negatives i.e. the current and future attacks which can cause significant customer workflow disruption. They would help define the technical roadmap required to address the most pressing customer problems and simultaneously operate our detection decisioning system at an extremely high recall.
What you will do- Design and implement systems that combine rules, models, feature engineering, and business and product inputs into an email detection product, with senior engineer guidance.
- Understand features that distinguish safe emails from email attacks, and how our model stack enables us to catch them.
- Identify and recommend new features groups or ML model approaches that can significantly improve detection efficacy for a product. Work with infrastructure & systems engineers to productionize signals to feed into the detection system.
- Writes code with testability, readability, edge cases, and errors in mind.
- Train models on well-defined datasets to improve model efficacy on specialized attacks
- Actively monitor and improve FN rates and efficacy rates for our message detection product attack categories, through feature engineering, rules and ML modeling.
- Analyze FN and FP datasets to categorize capability gaps and recommend short term feature and rule ideas to improve our detection efficacy.
- Contribute in other areas of the stack: building and debugging data pipelines, or presenting results back to customers in our tools when the occasion arises
- 3+ years experience designing, building and deploying machine learning applications in one of the domains of text understanding, entity recognition, NLP experience, computer vision, recommendation systems, or search.
- 1+ years of experience with writing stable and production level pipelines for model training and evaluation leading to reproducible models and metrics.
- Experience with data analytics and wielding SQL+pandas+spark framework to both build data and metric generation pipelines, and answer critical questions about system efficacy or counterfactual treatments.
- Ability to understand business requirements thoroughly and bias toward designing a simplest yet generalizable ML model / system that can accomplish the goal.
- Uses a systematic approach to debug both data and system issues within ML / heuristics models.
- Fluent with Python and machine learning toolkits like numpy, sklearn, pytorch and tensorflow.
- Effective software engineering skills who can find answers quickly from code base and writes structured, readable, well tested and efficient code.
- BS degree in Computer Science, Applied Sciences, Information Systems or other related engineering field
- MS degree in Computer Science, Electrical Engineering or other related engineering field
- Experience with big data, statistics and Machine Learning
- Experience with algorithms and optimization
This position is not:
- A role focused on optimizing existing machine learning models
- A research-oriented role that's two-steps removed from the product or customer
- A statistics/data science meets ML role
#LI-RT1
About Abnormal SecurityWe’re the world’s fastest-growing cybersecurity company on a mission to make the cloud a safer place for businesses. Through applying ML, AI, and behavioral data science to the cybersecurity space, we’re leading the charge on protecting the modern workplace from all types of attacks.As a company, we’re committed to designing an employee experience that provides interesting and challenging problems to work on in a supportive, low-ego environment. We know that it’s our team that makes us successful—and we’re just getting started
Taking care of our team goes beyond the office. Our compensation and benefits philosophy is designed to put attract, motivate, and retain top talent:
Compensation targeted to the 75th percentile (for both base salary and equity)
If we want top performers to join and stay with us, we need to pay accordingly. We standardize our pay, meaning we pay for the role and level, not for any particular individual’s ability to interview or negotiate well.
Equity is an important part of our total comp strategy
When the company does well, we all do well. Equity is an important and exciting part of our total compensation strategy as a pre-IPO startup. We’re guided by the belief our team members should share in the financial success of our company and grant equity accordingly.
Unlimited PTO
All regular salaried team members enjoy unlimited PTO. We want team members to grow with us and a big part of that is making sure our team has the opportunity to rest and recharge. We also observe 12 holidays every year.
100% of healthcare premium costs covered
Taking care of our team goes beyond the office. We cover 100% of employee health care premium costs. If adding dependents, we contribute 75% of the health care premium cost, so you can be sure that you and your family are in the best possible health.
Remote-first
Operating as a remote-first company means we get to work with talented folks, no matter where they live. We prioritize a balance of deep focus time with Zoom meetings, and regular in-person events.As a fast growing startup, we continuously review, improve, and personalize our benefits offerings based on the team’s input. Don’t see something that’s important to you? Let us know
Our Interview ProcessWe value transparency at Abnormal, and our interview process is no exception. You can read more about our interview process here .
Inclusion MattersAbnormal Security is committed to creating a diverse work environment. All qualified applicants will receive consideration without regard to race, religion, gender, gender identity, sexual orientation, national origin, genetics, disability, age, or veteran status.
Privacy PolicyLearn more about Abnormal's Privacy Policy here .
#J-18808-Ljbffr-
Machine Learning Engineer
1 week ago
Canada BayOne Solutions Full timeWe are only interested in ML Engineer profiles not accepting Data Scientist.Job Title: Machine Learning Engineer Job Location: 100% RemoteJob Duration: 12+ Months ContractClient: Direct ClientRate: $80-$85/hr. T4Details:Excellent analytical and problem solving skills with an aptitude for troubleshooting issues.Drive for continuous improvement within an agile...
-
Machine Learning Engineer
1 week ago
Canada BayOne Solutions Full timeWe are only interested in ML Engineer profiles not accepting Data Scientist.Job Title: Machine Learning Engineer Job Location: 100% RemoteJob Duration: 12+ Months ContractClient: Direct ClientRate: $80-$85/hr. T4Details:Excellent analytical and problem solving skills with an aptitude for troubleshooting issues.Drive for continuous improvement within an agile...
-
Machine Learning Engineer
Found in: Appcast CA A2 P - 1 week ago
Canada Apex Systems Full timeMachine Learning EngineerApex Systems is a global IT services provider, and our staffing practice has an opening for a Machine Learning Engineer with Python, Scala, Spark experience to place at our client, a global ecommerce company.Client: Global Ecommerce CompanyTerms: 6 month rolling contract.Location: 100% RemoteApplication Process: It is best to apply...
-
Machine Learning Engineer- Cloud Deployment
Found in: Jooble CA O C2 - 1 week ago
Canada Samsara Full timeAs a Senior Machine Learning Engineer II, you will be responsible for developing ML solutions to increase the safety, efficiency and sustainability of the physical operations. The software, firmware, and hardware you build will result in real-world impact—helping to keep the lights on, get food into grocery stores, and most importantly, ensure workers...
-
Machine Learning Engineer
Found in: Whatjobs CA C2 - 1 week ago
Canada BayOne Solutions Full timeWe are only interested in ML Engineer profiles not accepting Data Scientist . Job Title: Machine Learning Engineer Job Location: 100% Remote Job Duration: 12+ Months Contract Client: Direct Client Rate: $80-$85/hr. T4 Details: Excellent analytical and problem solving skills with an aptitude for troubleshooting issues. Drive for continuous improvement...
-
Machine Learning Engineer
Found in: Jooble CA O C2 - 1 week ago
Canada BayOne Solutions Full timeWe are only interested in ML Engineer profiles not accepting Data Scientist . Job Title: Machine Learning Engineer Job Location: 100% Remote Job Duration: 12+ Months Contract Client: Direct Client Rate: $80-$85/hr. T4 Details: Excellent analytical and problem solving skills with an aptitude for troubleshooting issues. Drive for continuous...
-
Machine Learning Engineer
Found in: Appcast CA C2 Glassdoor - 1 week ago
Canada BayOne Solutions Full timeWe are only interested in ML Engineer profiles not accepting Data Scientist.Job Title: Machine Learning Engineer Job Location: 100% RemoteJob Duration: 12+ Months ContractClient: Direct ClientRate: $80-$85/hr. T4Details:Excellent analytical and problem solving skills with an aptitude for troubleshooting issues.Drive for continuous improvement within an agile...
-
Machine Learning Engineer
Found in: Appcast CA A2 P - 1 week ago
Canada BayOne Solutions Full timeWe are only interested in ML Engineer profiles not accepting Data Scientist.Job Title: Machine Learning Engineer Job Location: 100% RemoteJob Duration: 12+ Months ContractClient: Direct ClientRate: $80-$85/hr. T4Details:Excellent analytical and problem solving skills with an aptitude for troubleshooting issues.Drive for continuous improvement within an agile...
-
Machine Learning Engineer
Found in: Jooble CA O C2 - 1 week ago
Canada Limbus AI Full timeWe are building the next generation of AI based software tools for cancer imaging and treatment. Limbus AI is a software company that develops machine learning based products designed to improve efficiency in cancer diagnosis, treatment, and follow up. Our main product utilizes machine learning models to perform accurate and fast segmentation of organs at...
-
Machine Learning Engineer
Found in: Whatjobs CA C2 - 1 week ago
Canada Empire Life Full timePlease note the base salary will be determined by the successful candidate's education, skills and experience. The listed salary range serves as a general pay guideline for this position's pay level. Machine Learning Engineer Location: Remote - Anywhere in Canada Empire life is looking to hire a Machine Learning Engineer to join our Data Science team!...
-
Machine Learning Engineer at Dropbox
Found in: Jooble CA O C2 - 1 week ago
Canada Serendeputy Full timeDropbox Dropbox helps you simplify your workflow. So you can spend more time in your flow. View company page Role Description At Dropbox, our pursuit of excellence in Machine Learning and Artificial Intelligence fuels our mission to empower users worldwide. We've cultivated a culture rooted in meticulous attention to detail, unwavering...
-
Machine Learning Engineer
Found in: Jooble CA O C2 - 7 days ago
Canada Jumio Full timeRole Purpose: As a Machine Learning Engineer at Jumio, you will play a crucial role in the Biometric Verification team, focusing on the development and enhancement of cutting-edge solutions for liveness detection. Your primary objective will be to leverage machine learning and deep learning techniques to advance our technology, ensuring the highest...
-
Machine Learning Engineer
Found in: Whatjobs CA C2 - 3 days ago
, , Canada deepsense.ai Full timedeep sense .ai helps companies gain a competitive advantage by providing customized AI-powered end-to-end solutions, with the main focus on AI software, team augmentation and AI advisory services. Our technology capabilities include computer vision, predictive analytics and natural language processing. We also deliver machine learning and deep learning...
-
Machine Learning Engineer
Found in: Jooble CA O C2 - 3 days ago
Canada deepsense.ai Full timedeep sense .ai helps companies gain a competitive advantage by providing customized AI-powered end-to-end solutions, with the main focus on AI software, team augmentation and AI advisory services. Our technology capabilities include computer vision, predictive analytics and natural language processing. We also deliver machine learning and deep learning...
-
Staff Machine Learning Engineer
Found in: Jooble CA O C2 - 1 week ago
Canada Wayve Technologies Ltd Full timeWho are we? Our team is the first in the world to use autonomous vehicles on public roads using end-to-end deep learning, computer vision and reinforcement learning. Leveraging our multi-national world-class team of researchers and engineers, we’re using data to learn more intelligent algorithms to bring autonomy for everyone, everywhere. We aim to be the...
-
Senior Machine Learning Engineer
Found in: Jooble CA O C2 - 7 days ago
Canada Wayve Technologies Ltd Full timeWho are we? Our team is the first in the world to use autonomous vehicles on public roads using end-to-end deep learning, computer vision and reinforcement learning. Leveraging our multi-national world-class team of researchers and engineers, we’re using data to learn more intelligent algorithms to bring autonomy for everyone, everywhere. We aim to be the...
-
Machine Learning Operations Engineer
Found in: Whatjobs CA C2 - 1 week ago
, , Canada Autodesk, Inc. Full timeMachine Learning Operations Engineer page is loaded Machine Learning Operations Engineer Apply locations Toronto, ON, CAN time type Full time posted on Posted Yesterday job requisition id 23WD74039 Job Requisition ID # 23WD74039About the Digital Experience & Customer...
-
Machine Learning Operations Engineer
Found in: Jooble CA O C2 - 7 days ago
Canada Autodesk, Inc. Full timeMachine Learning Operations Engineer page is loaded Machine Learning Operations Engineer Apply locations Toronto, ON, CAN time type Full time posted on Posted Yesterday job requisition id 23WD74039 Job Requisition ID # 23WD74039 About the Digital Experience & Customer Empowerment Data Science Team (DXC-DS) The DXC-DS Team is responsible delivering...
-
Senior Remote Machine Learning Engineer
Found in: Jooble CA O C2 - 1 week ago
Canada AI Accelerator Institute Full timeJob Title: Senior Machine Learning Engineer Stay22, the leading provider of travel solutions, is seeking a Senior Machine Learning Engineer to join our rapidly growing team. In this role, you will play a critical role in the R&D department by cleaning, analyzing, forecasting and reporting anomalies, trends and patterns in our data alongside developing...
-
Machine Learning Engineer
Found in: Jooble CA O C2 - 1 week ago
Canada Abnormal Security Corporation Full timeAbnormal Security is looking for a Machine Learning Engineer to join the Message Detection - Attack Detection team. At Abnormal, we protect our customers against nefarious adversaries who are constantly evolving their techniques and tactics to outwit and undermine the traditional approaches to Security. Abnormal has constantly been named as one of the top...