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Vectra Interview Questions

Vectra Interview Guides

<p>You are testing hundreds of hypotheses with many <em>t</em>-tests. What considerations should be made?</p>


<p>What is a key disadvantage of the F-test when compared to multiple t-tests?</p>

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

<p>In an A/B test, how can you check if assignment to the various buckets was truly random?</p>


<p>In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?</p>

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

<p>Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.</p>

<p>What factors could have biased this result, and what would you look into?</p>


<p>What could potentially bias the average boarding time in favor of an airline that only flies domestically?</p>

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Vectra Salaries by Position

<div><p>Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises.</p><br/><p>The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai.</p></div><br/><h3>Position Overview</h3><br/><p>Be on the leading edge of applying machine learning and data modeling to the world of advanced cyber security. As part of the Data Science team, you will directly impact the product by modeling complex problems and developing production software. You will develop these models and algorithms in collaboration with Security Researchers, who are experts in cyber security attack techniques. This work provides the core detection capability for our customers.</p><br/><h3>Responsibilities</h3><br/><ul><li>Leverage large datasets to develop machine-learning and statistical models that can differentiate between normal and attack behavior.</li><li>Own the prototyping, development, and testing of complex detection algorithms that implement these models and provide customers with real-time visibility.</li><li>Analyze detection algorithm performance and present key findings to business leaders.</li><li>Collaborate with Security Research, Data Engineering, and Software Engineering teammates.</li></ul><br/><h3>Required Experience</h3><br/><ul><li>MS + 2 years of Data Science experience or PhD in Computer Science, Mathematics, Physics or related discipline (or equivalent experience)</li><li>Hands-on experience with machine-learning and statistical techniques</li><li>Strong experience with Python and object-oriented programming</li><li>Ability to work with datasets using SQL or other libraries (pandas, numpy, etc.)</li><li>Familiarity with data structures and algorithms</li><li>Linux and Git proficiency</li></ul><br/><h3>Desirable Qualifications</h3><br/><ul><li>Familiarity with Spark, Flink, or other distributed computing systems</li><li>Experience with cloud computing platforms (AWS, Azure, GCP, etc.)</li><li>Database experience (SQL or NoSQL variants)</li><li>Experience working in a software development team</li><li>Programming experience in C++, Scala/Java, Go, or other languages</li></ul><br/><div><span>Our competitive total rewards package includes cash compensation within the range provided below. Actual pay for this position may vary based on the hired candidate's location, experience, and relevant incumbent pay position.</span></div><div><b>Vectra Total Rewards:</b> <span>$140,000 — $180,000 USD</span></div><div><p>Vectra provides a comprehensive total rewards package that supports the financial, physical, mental, and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection/life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program.</p></div><p>Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status.</p>
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Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises. The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai. Position Overview Be on the leading edge of applying machine learning and data modeling to the world of advanced cyber security. As part of the Data Science team you will directly impact the product by modeling complex problems and developing production software. You will develop these models and algorithms in collaboration with Security Researchers, who are experts in cyber security attack techniques. This work provides the core detection capability for our customers. Responsibilities Leverage large datasets to develop machine-learning and statistical models that can differentiate between normal and attack behavior. Own the prototyping, development, and testing of complex detection algorithms that implement these models and provide customers with real-time visibility. Analyze detection algorithm performance and present key findings to business leaders. Collaborate with Security Research, Data Engineering, and Software Engineering teammates. Required Experience MS 2 years of Data Science experience or PhD in Computer Science, Mathematics, Physics or related discipline (or equivalent experience) Hands-on experience with machine-learning and statistical techniques Strong experience with Python and object-oriented programming Ability to work with datasets using SQL or other libraries (pandas, numpy, etc.) Familiarity with data structures and algorithms Linux and Git proficiency Desirable Qualifications Familiarity with Spark, Flink, or other distributed computing systems Experience with cloud computing platforms (AWS, Azure, GCP, etc.) Database experience (SQL or NoSQL variants) Experience working in a software development team Programming experience in C++, Scala/Java, Go, or other languages Our competitive total rewards package includes cash compensation within the range provided below. Actual pay for this position may vary based on the hired candidate's location, experience and relevant incumbent pay position. Vectra Total Rewards $140,000-$180,000 USD Vectra provides a comprehensive total rewards package that supports the financial, physical, mental and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection / life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program. Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.

<p>We’re looking for a Product Manager to drive Vectra's AI Prioritization and Third Party Signal solutions which are essential to our customer success. In this position, you will be responsible for the product vision, strategy, execution, along with working with a wide variety of partners in Data Science, Security Research and Engineering. We are interested in candidates with technical Product Management experience, as well as candidates who have hands on experience deploying and handling security solutions in customer environments or have security research experience.</p><p><strong>Responsibilities</strong></p><ul><li>Build product strategy, vision, and execution of the roadmap.</li><li>Identify and prioritize product requirements based on strategic direction, customer requirements, and analytical data</li><li>Manage product backlog and work closely with Data Science, Security Research, Engineering, and User Experience</li><li>Collaborate with Product Management peers in support of cross-functional solutions</li><li>Engage with Vectra Customers and Prospects to provide Vectra vision and strategy; collect feedback and requirements</li></ul><p><strong>Requirements</strong></p><ul><li>2+ years of enterprise product management experience OR 2+ years of relevant Security Research, or other relevant Security Operations roles</li><li>2+ years of experience building, managing, or implementing network security solutions.</li><li>Strong analytical and problem-solving skills with ability to drive multiple projects in parallel</li><li>Demonstrated ability to work cross-functionally and across geographies with multiple collaborators</li><li>Knowledge of network-based threat detection techniques</li><li>A working understanding of the modern network security landscape</li></ul>
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<p><strong>About the role</strong></p>
<p>At Vectra, our mission is to make the internet a safer and fairer place for everyone. Our AI Platform helps organizations find the things that matter and protect themselves and their clients - people like you and me - from cybersecurity attacks. We deal with some of the largest and most challenging environments across a broad set of industries - healthcare, finance, media, entertainment, retail, etc.</p>
<p>We're looking for a talented and hands-on Senior Data Engineer to help drive the technical vision and delivery of features in our Application Data Platform. Our Application Data Platform is designed to offer both our internal developers as well as our customers a world class developer experience empowering engineering teams and customers alike to build the features that matter most. The platform must support both analytical and operational use cases and presents interesting challenges across a variety of areas - data modeling, performance, scalability, etc.</p>
<p>You will work closely with Application Data Platform leadership to build and deliver our technical roadmap. On any given day you could be writing a design document that outlines how you plan to solve a particular problem we're working on, working to deliver some of the most challenging and high-leverage parts of the platform, fixing bugs or optimizing code to deliver higher performance or better overall utilization, or mentoring other engineers within the organization.</p>
<p><strong>Responsibilities</strong></p>
<p>To be able to work on high-impact software projects for Data Platform, you will need to:</p>
<ul>
<li>Be comfortable designing production-grade pipelines and systems</li>
<li>Be comfortable writing and deploying production-grade code on a daily basis</li>
<li>Contribute to automated tests and other parts of end-to-end software delivery</li>
<li>Work collaboratively with other teams and within the team with other engineers and product managers</li>
<li>Mentor and lead by example more junior engineers, breaking up tasks for them while leading end-to-end projects</li>
<li>Evaluate and identify the correct approaches or technologies to use to solve problems</li>
<li>Participate in a<span>rotating on-call schedule</span>, handling production deployments and monitoring production systems</li>
</ul>
<p><strong>Qualifications</strong></p>
<ul>
<li>Required
<ul>
<li>Bachelor of Science or Master of Science in<span>Computer Science or similar or equivalent work experience</span></li>
<li>2+ years of experience as a Senior Engineer owning data production platforms</li>
<li>Strong applied software development experience; you've built, shipped, monitored, broken, and fixed software applications</li>
<li>Experience with real time or near real time data processing,<span>databases</span>and data management</li>
<li>Experience with an object oriented programming language (Python preferred)</li>
<li>Strong fundamentals<span>with data</span>structures and algorithms</li>
<li>Proficiency in Unix/Linux environments</li>
<li>Experience with a source control system (git preferred)</li>
<li>Experience with containerization or virtualization systems (Docker preferred)</li>
<li>Experience with Kubernetes</li>
<li>Experience with Cloud Providers (AWS preferred)</li>
<li>Debugging experience</li>
</ul>
</li>
<li><span><span>Desirable</span></span><br/>
<ul>
<li>Knowledge of<span>networking</span>, operating systems, security fundamentals</li>
<li>Experience witha commonly-used observability tool such as Grafana or Prometheus</li>
<li>Experience with Rust</li>
<li>Experience as technical lead for a production-grade data pipeline</li>
<li>Experience as a mentor to junior engineers</li>
</ul>
</li>
</ul>
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<div><p>Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises.</p><br/><p>The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai.</p></div><p>We're looking for a Product Manager to drive Vectra's AI Prioritization and Third Party Signal solutions which are essential to our customer success. In this position, you will be responsible for the product vision, strategy, execution, along with working with a wide variety of partners in Data Science, Security Research and Engineering. We are interested in candidates with technical Product Management experience, as well as candidates who have hands-on experience deploying and handling security solutions in customer environments or have security research experience.</p><br/><p><strong>Responsibilities</strong></p><br/><ul><li>Build product strategy, vision, and execution of the roadmap.</li><li>Identify and prioritize product requirements based on strategic direction, customer requirements, and analytical data.</li><li>Manage product backlog and work closely with Data Science, Security Research, Engineering, and User Experience.</li><li>Collaborate with Product Management peers in support of cross-functional solutions.</li><li>Engage with Vectra Customers and Prospects to provide Vectra vision and strategy; collect feedback and requirements.</li></ul><br/><p><strong>Requirements</strong></p><br/><ul><li>2+ years of enterprise product management experience OR 2+ years of relevant Security Research, or other relevant Security Operations roles.</li><li>2+ years of experience building, managing, or implementing network security solutions.</li><li>Strong analytical and problem-solving skills with ability to drive multiple projects in parallel.</li><li>Demonstrated ability to work cross-functionally and across geographies with multiple collaborators.</li><li>Knowledge of network-based threat detection techniques.</li><li>A working understanding of the modern network security landscape.</li></ul><br/><p>Our competitive total rewards package includes cash compensation within the range provided below. Actual pay for this position may vary based on the hired candidate's location, experience and relevant incumbent pay position.</p><br/><p><strong>Vectra Total Rewards</strong></p><br/><p>$86,000 — $135,000 USD</p><br/><p>Vectra provides a comprehensive total rewards package that supports the financial, physical, mental and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection / life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program.</p><br/><p>Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.</p><br/>
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<div><p>Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises.</p><br/><p>The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai.</p></div><div><br/><h3>Position Overview</h3><br/><p>Be on the leading edge of applying machine learning and data modeling to the world of advanced cyber security. As part of the Data Science team you will directly impact the product by modeling complex problems and developing production software. You will develop these models and algorithms in collaboration with Security Researchers, who are experts in cyber security attack techniques. This work provides the core detection capability for our customers.</p><br/><p><strong>This is a hybrid role with the ideal candidate being located in Greater Boston, MA or San Jose, CA.</strong></p><br/><h3>Responsibilities</h3><br/><ul><li>Be a technical leader in the team by being a resource for Data Scientists on areas of machine learning, statistics, and software engineering.</li><br/><li>Leverage large datasets to develop machine learning and statistical models that can differentiate between normal and attack behaviors.</li><br/><li>Own the prototyping, development, and testing of complex detection algorithms that implement these models and provide customers with real-time visibility.</li><br/><li>Analyze detection algorithm performance and present key findings to business leaders.</li><br/><li>Collaborate with Security Research, Data Engineering, and Software Engineering teammates.</li><br/></ul><br/><h3>Required Experience</h3><br/><ul><li>3-4 years professional experience in Data Science and/or Machine Learning Engineering</li><br/><li>MS/PhD in Computer Science, Mathematics, Physics or related discipline</li><br/><li>Hands-on experience with machine learning and statistical techniques</li><br/><li>Strong experience with Python and object-oriented programming</li><br/><li>Ability to work with datasets using SQL or other libraries (pandas, numpy, etc.)</li><br/><li>Familiarity with data structures and algorithms</li><br/><li>Linux and Git proficiency</li><br/></ul><br/><h3>Desirable Qualifications</h3><br/><ul><li>Familiarity with Spark, Flink, or other distributed computing systems</li><br/><li>Experience with cloud computing platforms (AWS, Azure, GCP, etc.)</li><br/><li>Database experience (SQL or NoSQL variants)</li><br/><li>Experience working in a software development team</li><br/><li>Programming experience in C++, Scala/Java, Go, or other languages</li><br/></ul><br/><div><span>Our competitive total rewards package includes cash compensation within the range provided below. Actual pay for this position may vary based on the hired candidate's location, experience and relevant incumbent pay position.</span></div><div>Vectra Total Rewards</div><div><span>$190,000</span><span>—</span><span>$240,000 USD</span></div><div><p>Vectra provides a comprehensive total rewards package that supports the financial, physical, mental and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection / life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program.</p><br/><p>Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer.</p><br/><p>We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.</p><br/></div></div>
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<h3>Vectra</h3>Vectra AI's Threat Detection and Response Platform protects your business from cyberattacks by detecting attackers in real time and taking immediate action.<p>Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises. The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai.</p><h3>About The Role</h3><p>Our Engineering team is a constantly growing team of individuals, based in our European headquarter in Dublin. This Software Engineering Manager will lead a team of highly skilled engineers, who have a major impact and make a real difference to Vectra AI. You will report directly to the VP of Engineering. We look for people that are very capable technically, and have fun solving the challenges that our customers face together as a team. We believe strongly that everyone can and should have a significant impact on the growth of the product as well as the company and our culture. We believe in using the right technology for each problem and building knowledge through mentorship and other things like peer code reviews. You will join a team that works on an exciting product that solves real problems!</p><h3>What You Will Do</h3><ul><li>Work with product management to help define requirements for new high value features for customers</li><li>Help break down and plan work for your team</li><li>Help continue to grow the team through interviewing and hiring</li><li>Mentor and grow team members both technically and non-technically</li><li>Participate in architecture discussions and guide the technical direction of the team</li><li>Ensure smooth delivery of software with automated tests in a modern CI toolchain</li></ul><p>If you are a standout team mate who loves collaboration, who uses a variety of technologies, and enjoys solving many different problems, this role is for you!</p><h3>What Will Impress Us</h3><ul><li>BA or MA in Computer Science or equivalent working experience</li><li>Experience in people management</li><li>Strong technical management experience</li><li>Experience as a scrum master in an agile environment</li><li>Understanding of architecture and experience with REST APIs, databases, and other common technologies</li><li>Experience with a source control system, preferably Git</li><li>Strong cloud knowledge, preferably AWS</li><li>Some knowledge of algorithms, data structures, and parallel computing</li><li>Knowledge of networking and security</li></ul><p>Vectra provides a comprehensive total rewards package that supports the financial, physical, mental and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection / life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program.</p><p>Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.</p>
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<p>We’re looking for a Product Manager to drive Vectra's AI Prioritization and Third Party Signal solutions which are essential to our customer success. In this position, you will be responsible for the product vision, strategy, execution, along with working with a wide variety of partners in Data Science, Security Research and Engineering. We are interested in candidates with technical Product Management experience, as well as candidates who have hands on experience deploying and handling security solutions in customer environments or have security research experience.</p>
<p><strong>Responsibilities</strong></p>
<ul>
<li>Build product strategy, vision, and execution of the roadmap.</li>
<li>Identify and prioritize product requirements based on strategic direction, customer requirements, and analytical data</li>
<li>Manage product backlog and work closely with Data Science, Security Research, Engineering, and User Experience</li>
<li>Collaborate with Product Management peers in support of cross-functional solutions</li>
<li>Engage with Vectra Customers and Prospects to provide Vectra vision and strategy; collect feedback and requirements</li>
</ul>
<p><strong>Requirements</strong></p>
<ul>
<li>2+ years of enterprise product management experience OR 2+ years of relevant Security Research, or other relevant Security Operations roles</li>
<li>2+ years of experience building, managing, or implementing network security solutions.</li>
<li>Strong analytical and problem-solving skills with ability to drive multiple projects in parallel</li>
<li>Demonstrated ability to work cross-functionally and across geographies with multiple collaborators</li>
<li>Knowledge of network-based threat detection techniques</li>
<li>A working understanding of the modern network security landscape</li>
</ul>
#J-18808-Ljbffr

<p>Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises. The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai. Position Overview Be on the leading edge of applying machine learning and data modeling to the world of advanced cyber security. As part of the Data Science team you will directly impact the product by modeling complex problems and developing productionsoftware. You will develop these models andalgorithmsin collaboration with Security Researchers, who are experts in cyber security attack techniques. This work provides the coredetectioncapability for our customers. Responsibilities Leverage large datasets to develop machine-learning and statistical models that can differentiate between normal and attack behavior. Own the prototyping, development, and testing of complexdetectionalgorithmsthat implement these models and provide customers with real-time visibility. Analyzedetectionalgorithmperformance and present key findings to business leaders. Collaborate with Security Research, Data Engineering, and Software Engineering teammates. Required Experience MS  2 years of Data Science experience or PhD in Computer Science, Mathematics, Physics or related discipline (or equivalent experience) Hands-on experience with machine-learning and statistical techniques Strong experience with Python and object-oriented programming Ability to work with datasets using SQL or other libraries (pandas, numpy, etc.) Familiarity with data structures andalgorithms Linux and Git proficiency Desirable Qualifications Familiarity with Spark, Flink, or other distributed computing systems Experience with cloud computing platforms (AWS, Azure, GCP, etc.) Database experience (SQL orNoSQLvariants) Experience working in a software development team Programming experience in C++, Scala/Java, Go, or other languages Our competitive total rewards package includes cash compensation within the range provided below. Actual pay for this position may vary based on the hired candidate's location, experience and relevant incumbent pay position. Vectra Total Rewards $140,000$180,000 USD Vectra provides a comprehensive total rewards package that supports the financial, physical, mental and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection / life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program. Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.</p>

<p>Vectra is the leader in AI-driven threat detection and response for hybrid and multi-cloud enterprises. The Vectra AI Platform delivers integrated signal across public cloud, SaaS, identity, and data center networks in a single platform. Powered by patented Attack Signal Intelligence, it empowers security teams to rapidly prioritize, investigate and respond to the most advanced cyber-attacks. With 35 patents in AI-driven threat detection and the most vendor references in MITRE D3FEND, organizations worldwide rely on the Vectra AI to move at the speed and scale of hybrid attackers. For more information, visit www.vectra.ai. Position Overview Be on the leading edge of applying machine learning and data modeling to the world of advanced cyber security. As part of the Data Science team you will directly impact the product by modeling complex problems and developing productionsoftware. You will develop these models andalgorithmsin collaboration with Security Researchers, who are experts in cyber security attack techniques. This work provides the coredetectioncapability for our customers. This is a hybrid role with the ideal candidate being located in Greater Boston, MA or San Jose, CA. Responsibilities Be a technical leader in the teamby being a resource for Data Scientists on areas of machine learning, statistics, and software engineering. Leverage large datasets to develop machine learning and statistical models that can differentiate between normal and attack behaviors. Own the prototyping, development, and testing of complexdetectionalgorithmsthat implement these models and provide customers with real-time visibility. Analyzedetectionalgorithmperformance and present key findings to business leaders. Collaborate with Security Research, Data Engineering, and Software Engineering teammates. Required Experience 3-4 years professional experience in Data Science and/or Machine Learning Engineering MS/PhD in Computer Science, Mathematics,Physicsor related discipline Hands-on experience with machine learning and statistical techniques Strong experience with Python and object-oriented programming Ability to work with datasets using SQL or other libraries (pandas, numpy, etc.) Familiarity with data structures andalgorithms Linux and Git proficiency Desirable Qualifications Familiarity with Spark, Flink, or other distributed computing systems Experience with cloud computing platforms (AWS, Azure, GCP, etc.) Database experience (SQL orNoSQLvariants) Experience working in a software development team Programming experience in C++, Scala/Java, Go, or other languages Our competitive total rewards package includes cash compensation within the range provided below. Actual pay for this position may vary based on the hired candidate's location, experience and relevant incumbent pay position. Vectra Total Rewards $190,000$240,000 USD Vectra provides a comprehensive total rewards package that supports the financial, physical, mental and overall health of our employees and their families. Compensation includes competitive base pay, incentive plan eligibility, and participation in the employee equity plan (stock options). Specific benefits offered varies by location, but commonly include health care insurance, income protection / life insurance, access to retirement savings plans, behavioral & emotional wellness services, generous time away from work, and a comprehensive employee recognition program. Vectra is committed to creating a diverse environment and is proud to be an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. Required Preferred Job Industries Other</p>

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