![Arity](https://media.trabajo.org/img/noimg.jpg)
Expert Data Scientist
2 months ago
At Allstate, great things happen when our people work together to protect families and their belongings from life's uncertainties. And for more than 90 years our innovative drive has kept us a step ahead of our customers' evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection.
Job Description
Founded by The Allstate Corporation in 2016, Arity is a fully remote data and analytics company focused on improving transportation. We collect and analyze enormous amounts of data, using predictive analytics to build solutions with a single goal in mind: to make transportation smarter, safer and more useful for everyone.
At the heart of that mission are the people that work here-the dreamers, doers and difference-makers that call this place home. As part of that team, your work will showcase both your intelligence and your creativity as you tackle real problems and put your talents towards transforming transportation.
That's because at Arity, we believe work and life shouldn't be at odds with one another. After all, we know that your unique qualities give you a unique perspective. We don't just want you to see yourself here. We want you to be yourself here.
Arity Core Telematics
Arity's Core Telematics team uses advanced machine learning and AI to translate huge volumes of sensor data from phones and other IoT devices into insights about driving. We are an applied research team that develops the fundamental intelligence that fuels all of Arity's products, from crash detection to risky behaviors like distracted driving to passenger detection and more. We use our deep understanding of sensor technologies, vehicle physics, and cutting-edge deep learning techniques to tackle the most challenging and exciting problems that help Arity achieve its mission.
The Role
We are looking for an expert data scientist to lead an R&D team in developing the world's leading crash detection algorithms, which will be deployed through our partners to offer life-saving services to millions of users. The ideal candidate has extensive experience in designing and implementing optimal deep learning architectures on time series data from sensors/IoT devices and significant experience working with software engineers to deploy models on the edge. You will act as a player-coach, responsible for both individual technical contributions and providing project leadership and technical direction to junior data scientists on highly complex technical projects. Your knowledge and expertise will also be relied upon for team member recruitment, selection, and mentorship, and you will play an active role in team and department strategy development.
Responsibilities
- Uses best practices to develop highly complex deep learning architectures to build models that improve the accuracy of our crash prediction algorithms running on time series data from mobile phone sensors and other IoT devices.
- Reviews, evaluates, communicates, and makes recommendations on the appropriateness of deep learning methods to the team, leadership, and stakeholders to ensure these are well understood and incorporated into business processes.
- Develops and executes communication strategy, keeping stakeholders informed, and influencing business partners and senior leaders.
- Collaborates with and influences partnering business and engineering teams in deploying models into production mobile apps/SDKs.
- Understands the business problem domain and requirements to identify the optimal modeling approach.
- Develops and builds alignment within the department for frameworks/prototypes that integrate data and machine learning to make business decisions.
- Identifies languages and tools that can bring efficiencies or needed techniques to the team.
- Identifies and develops solutions that use new areas of data, research and models and develops data sources that can solve business problems.
- Utilizes project planning techniques to break down complex and occasionally highly complex machine learning/predictive modeling and/or development projects into tasks, manages scope of projects, develops project plans, and ensures deadlines are kept.
- Trains, develops, and teaches team
Required Qualifications
- Bachelor's degree in a quantitative field such as statistics, mathematics, computer science, finance, or economics
- 7 or more years of professional experience
- Demonstrated experience in building and deploying deep learning models to production to solve business and technical problems
- Demonstrated experience in managing and manipulating large, complex datasets
- Proven ability to code and develop prototypes in various languages, such as Python, R, Java, Scala, C
- Proven experience developing deep learning models using common industry frameworks, such as TensorFlow, PyTorch, Keras, MXNet, Caffe, ONNX, etc.
- Ability to provide written and oral interpretation of highly specialized terms and data, and ability to present this data to others with different levels of expertise
- Ability to manage a wide range of loosely defined moderate to complex situations, which require application of creativity and originality, where guidance and counsel may be unavailable
- Ability to lead a project team of various skills levels
Preferred Qualifications
- Master's or PhD in a quantitative field such as statistics, mathematics, computer science, finance, or economics
- Proven experience in developing cutting-edge deep learning architectures and training models on sensor/IoT time series data
- Proven experience deploying deep learning models to the edge with commonly used frameworks such as TensorFlow Lite, PyTorch Mobile, CoreML
#LI-JB2
Skills
Business Data Analytics, Computer Science, Data Science, Deep Learning, Machine Learning, Machine Learning Algorithms, Predictive Analytics, Predictive Modeling, Python (Programming Language), PyTorch
Compensation
Compensation offered for this role is $134, ,350.00 annually and is based on experience and qualifications.
The candidate(s) offered this position will be required to submit to a background investigation, which includes a drug screen.
Joining our team isn't just a job - it's an opportunity. One that takes your skills and pushes them to the next level. One that encourages you to challenge the status quo. And one where you can impact the future for the greater good.
You'll do all this in a flexible environment that embraces connection and belonging. And with the recognition of several inclusivity and diversity awards, we've proven that Allstate empowers everyone to lead, drive change and give back where they work and live.
Good Hands. Greater Together.
Allstate generally does not sponsor individuals for employment-based visas for this position.
Effective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component.
For jobs in San Francisco, please click "here" for information regarding the San Francisco Fair Chance Ordinance.
For jobs in Los Angeles, please click "here" for information regarding the Los Angeles Fair Chance Initiative for Hiring Ordinance.
To view the "EEO is the Law" poster click "here". This poster provides information concerning the laws and procedures for filing complaints of violations of the laws with the Office of Federal Contract Compliance Programs
To view the FMLA poster, click "here". This poster summarizing the major provisions of the Family and Medical Leave Act (FMLA) and telling employees how to file a complaint.
It is the Company's policy to employ the best qualified individuals available for all jobs. Therefore, any discriminatory action taken on account of an employee's ancestry, age, color, disability, genetic information, gender, gender identity, gender expression, sexual and reproductive health decision, marital status, medical condition, military or veteran status, national origin, race (include traits historically associated with race, including, but not limited to, hair texture and protective hairstyles), religion (including religious dress), sex, or sexual orientation that adversely affects an employee's terms or conditions of employment is prohibited. This policy applies to all aspects of the employment relationship, including, but not limited to, hiring, training, salary administration, promotion, job assignment, benefits, discipline, and separation of employment.
-
Data Scientist
3 weeks ago
Remote, Oregon, United States BrightAI Full timeBrightAI, at the forefront of technological advancement, seeks a proficient Data Scientist to unravel insights from complex datasets, employing advanced analytics and machine learning techniques. Our mission is to redefine intelligent automation, and we are expanding our team to welcome a talented and technically adept individual who is passionate about...
-
Lead Data Scientist
1 month ago
Remote, Oregon, United States CropX Technologies Full timeDescriptionWe are looking for a Data Scientist star to lead our teamAt CropX, we're driven by the mission to build the most trusted, easy-to-use, and comprehensive agronomic farm management platform in the world, helping farmers and ag businesses grow more profitable and sustainable. As the leader of our Data Science team, you'll shape and execute research...
-
Data Scientist
2 weeks ago
Remote, Oregon, United States SmarterDx Full timeRoleWe're looking for a Data Scientist with a focus on 'full stack' data science experience. Your work will influence all aspects of the product and business. You will also help shape our core culture and grow the team. You'll be working on the biggest challenges the company is facing and will execute across entire domains, such asImproving the precision /...
-
Sr. Data Scientist
1 month ago
Remote, Oregon, United States Terakeet Full timeAbout Terakeet: We are a 100% remote organization with an intentional approach to our Talent Acquisition. While remaining remote, our team is looking to concentrate our hiring in specific locations to better create opportunities for future connectivity and collaboration in-person, for when we might want some time together. Please take a look at the top of...
-
Staff Data Scientist
2 months ago
Remote, Oregon, United States Clover Health Full timeStaff Data Scientist Clover is reinventing health insurance by working to keep people healthy.Clover's Data Science team is charged with leveraging our data—our most important asset—to generate value for our members. From understanding how the member experience impacts clinical outcomes to making our home visits more efficient and effective, our team...
-
Data Scientist II
1 month ago
Remote, Oregon, United States Cencora Full timeOur team members are at the heart of everything we do. At Cencora, we are united in our responsibility to create healthier futures, and every person here is essential to us being able to deliver on that purpose. If you want to make a difference at the center of health, come join our innovative company and help us improve the lives of people and animals...
-
Data Scientist
4 weeks ago
Remote, Oregon, United States Ambit Consulting Services Full timeAbout Ambit:Ambit is a healthcare technology and services company that provides data, analytics, consulting, and platform-based offerings to biopharma companies with a focus on rare and specialty diseases. Ambit capabilities include the areas of Strategy, Digital, Analytics, Digital Transformation, and Patient Identification & Activation.About Ambit...
-
Staff Data Scientist
4 days ago
Remote, Oregon, United States Indeed Full timeAbout the RoleWe are seeking a highly skilled Data Scientist to join our team at Indeed, a leading job search platform. As a Staff Data Scientist, you will play a critical role in advancing our mission to help people get jobs by leveraging the latest AI developments to drive innovation.Key ResponsibilitiesDevelop and deploy predictive models that enhance our...
-
Staff Data Scientist
2 months ago
Remote, Oregon, United States Gladly Full timeAbout Gladly:Gladly is the only customer service software built around people, not tickets. Gladly applies AI differently, to help brands deliver radically personal customer service at scale, enabling consumers to help themselves and turning customer service agents into heroes by making them more productive. Every conversation starts with a real-time...
-
Senior Data Scientist
2 months ago
Remote, Oregon, United States Tech Holding Full timeAbout us:Working at Tech Holding isn't just a job, it's an opportunity to be a part of something bigger. We are a full-service consulting firm that was founded on the premise of delivering predictable outcomes and high-quality solutions to our clients. Our founders and team members have industry experience and have held senior positions in a wide variety of...
-
Senior Data Scientist
4 weeks ago
Remote, Oregon, United States Headway Full timeHeadway's mission is a big one – to build a new mental health care system everyone can access. We've built technology that helps people find great therapists with the first software-enabled national network of providers accepting insurance. 1 in 4 people in the US have a treatable mental health condition, but the majority of providers don't accept...
-
CORPORATE VICE PRESIDENT, Lead Data Scientist
2 months ago
Remote, Oregon, United States New York Life Insurance Co Full timeJob Requisition ID: 90578Location Designation: Fully Remote Job Title: Corporate Vice President, Lead Data ScientistLocation: This position reports to the NY Life Headquarters in New York, NY but applicants may work from a Home Office anywhere in the United States.Offered Wage: $178,200.10/yearDuties: As part of the company's Center for Data Science and...
-
Senior Data Scientist
4 weeks ago
Remote, Oregon, United States Splash Financial Full timeABOUT OUR COMPANY:The crushing weight of debt is something that we believe holds people back from reaching their dreams and making a splash in the world. So in 2013, after seeing our friends and family struggle with student loans, we created Splash Financial. Over the years, our mission has expanded to include helping people with other forms of debt - such...
-
Senior Data Scientist
4 weeks ago
Remote, Oregon, United States Phantom Full timePhantom is revolutionizing the way millions of people interact with the crypto ecosystem. Our self-custodial wallet offers a seamless, unified experience for managing accounts and tokens across Solana, Bitcoin, Ethereum, and Polygon, empowering users with a single, convenient solution. By integrating cutting-edge security features and launching innovative...
-
AI Research Scientist
1 month ago
Remote, Oregon, United States Meta Full timeMeta is seeking a Research Scientist to join our AI Research Team, a research organization focused on making significant progress in AI. Individuals in this role are expected to be recognized experts in identified research areas such as artificial intelligence, machine learning, natural language processing, and computer vision. The ideal candidate will have...
-
Senior Data Scientist
4 weeks ago
Remote, Oregon, United States Henry Meds Full timeAbout Us:Tens of millions of Americans are unable to manage their chronic conditions with commercial medications. Using specialized compounded formulas tailored for individual patient needs, Henry helps people who have been left behind by the commercial market, all while remaining easy, accessible, and affordable. Our customers get access to the care they...
-
Senior Data Scientist
4 weeks ago
Remote, Oregon, United States Entrata Full timeSince its inception in 2003, driven by visionary college students transforming online rent payment, Entrata has evolved into a global leader serving property owners, managers, and residents. Honored with prestigious awards like the Utah Business Fast 50, Silicon Slopes Hall of Fame - Software Company - 2022, Women Tech Council Shatter List, our comprehensive...
-
Implementation Scientist
4 weeks ago
Remote, Oregon, United States SOPHiA GENETICS Full timeDescriptionDo you have a passion to be at the heart of diagnostic innovation? Use your technical knowledge of Genomics and Next-Generation Sequencing (NGS) workflows coupled with a best-in-class customer focus to onboard new organizations onto the SOPHiA GENETICS ecosystem as our new Implementation Scientist in North America (NORAM). We believe there is a...
-
Staff Data Scientist
2 months ago
Remote, Oregon, United States OP Labs Full timeWe believe Ethereum has the potential to solve some of humanity's most crucial coordination issues. Since our initial inception as a research group, we have sought to scale both its technology and values.At present, the most pressing bottleneck to the growth of Ethereum is its performance and scalability. We are building the most elegant solution to this...
-
Intern, Data Scientist
4 weeks ago
Remote, Oregon, United States Sephora Full timeJob ID: 253282Location Name: FSC REMOTE SF/NY/DC -173(USA_0173)Address: FSC, Remote, CA 94105, United States (US)Job Type: Full TimePosition Type: Intern/TraineeJob Function: Information TechnologyRemote Eligible: Yes Company Overview: At Sephora we inspire our customers, empower our teams, and help them become the best versions of themselves. We create an...