Jobs in India

Manager Software Engineering Salary Guide in India

2,286 active opportunities · Updated October 2026

Explore current manager software engineering salary guide jobs across India. Filter by work mode, employment type, experience, department, date posted and distance.

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Remote options

5.2%

Share of matching jobs listed as remote

CH
📍 Hyderabad, TELANGANA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Opportunity Overview: We are seeking a Payroll Executive to join our Payroll, Benefits & Compliance team. In this role, you will ensure accurate and timely payroll processing, statutory compliance, and employee support. You’ll partner closely with HR Operations, Finance, and IT to streamline payroll governance and automation. This is an opportunity to contribute to building a robust payroll framework that supports Cohere’s growth and employee experience. What you’ll do: Manage payroll processing: Prepare, validate, and run monthly payroll inputs, including attendance, leave, incentives, and deductions. Ensure compliance: Handle PF, ESI, Professional Tax, Labour Welfare Fund, NPS, Gratuity, and TDS filings with zero error. Support employees: Resolve payroll queries, assist with PF transfers, income tax clarifications, and onboarding payroll setup. Handle audits: Maintain audit trails, prepare registers, MIS reports, and support statutory inspections. Drive automation: Contribute to payroll system integration, dashboard reporting, and SOP documentation. Collaborate cross-functionally: Work with HR, Finance, and IT on initiatives like new HCM implementation, HROne integration, and benefits setup. Provide backup support: Act as operational backup for Payroll Head to ensure business continuity. ISMS roles and responsibilities Fair understanding of Information Security practices. Align to the organization's policies and procedures. Ensure to get updated with ISMS roles as assigned by the department/process heads. Required Qualifications: Must-haves 2–4 years of experience in payroll or HR operations . Demonstrated expertise in statutory compliance and payroll systems . Proficiency with HROne or similar HCM/payroll platforms . Strong analytical, problem-solving, and communication skills. Ability to manage confidential information with integrity. Nice-to-haves Experience in healthcare or technology industry payroll . Familiarity with automation tools and dashboard repor

AIGoFinanceClinical
CH
📍 Hyderabad, TELANGANA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Opportunity Overview: We’re looking for an Associate Facility Administrator who will play a key role in keeping our day-to-day operations running smoothly and efficiently in the night shift. This person will serve as a central point of coordination across teams, supporting office operations, managing logistics, and ensuring a seamless experience for employees and visitors alike. It’s a great opportunity for someone who is highly organized, detail-oriented, and enjoys being a reliable go-to for getting things done. What you’ll do: Serve as a central point of coordination for office operations, partnering with building management and external vendors to support smooth day-to-day functionality Manage office supplies and inventory, ensuring the workplace is well-stocked, organized, and ready for team needs and any onsite visits Coordinate meetings, appointments, and basic logistics across teams, supporting a well-run and efficient office environment Maintain accurate records, files, and documentation to support operational consistency Welcome and assist visitors, manage check-in processes, and ensure a professional and positive experience Prepare basic reports, documents, and administrative materials to support team activities Handle incoming calls and general inquiries, directing them to the appropriate teams Manage incoming and outgoing mail and courier services Support general administrative and operational tasks as needed, with a willingness to learn and take on new responsibilities ISMS roles and responsibilities: Fair understanding of Information Security practices. Align to the organization policies and procedures. Ensure to get updated with ISMS roles as assigned by the department/process heads. Required Qualifications: Must-haves Minimum 3 years experience in BPO Process, HVAC, UPS Backups, Facility Operations, Logistic, Transport Coordination. Good communication skills Strong willingness and well adjusted to do night shifts Customer Service mindset and willing

RestAIGoClinical
WH
📍 Noida, Uttar Pradesh, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

ABOUT THE PRODUCT SUPPORT SPECIALIST ROLE: WIN is looking for Product Support Specialists to provide exceptional support to users of our cloud-based applications and digital products. You will develop a deep understanding of our products, business processes, and user needs to help users navigate features, troubleshoot issues, configure applications, and get the most value from our technology. We are looking for people who are curious, resourceful, and highly user-focused. You should enjoy solving problems, learning how products work, and explaining solutions in a simple and empathetic way. You will also be expected to embrace AI and modern productivity tools to research issues faster, improve documentation, identify patterns, and make support more efficient and scalable. KEY RESPONSIBILITIES: Develop deep product and business knowledge to become a Subject Matter Expert across WIN's cloud-based applications, websites, and internal platforms. Support users by understanding their needs, answering product questions, explaining features, and helping them effectively navigate and utilize applications. Troubleshoot product and application issues, identify root causes, and provide timely and practical resolutions. Configure cloud-based applications and product settings based on user and business requirements. Manage and prioritize requests through the ticketing system, ensuring timely follow-up, accurate resolution, and a positive user experience. Use AI and modern productivity tools to accelerate issue research, summarize information, troubleshoot efficiently, and improve the quality and speed of support. Identify recurring questions, issues, and user pain points and use these insights to recommend improvements to products, processes, and support resources. Create and maintain clear product guides, FAQs, troubleshooting instructions, knowledge-base articles, and issue-resolution documentation. Leverage AI to help organize and improve knowledge content, while ensuring infor

GitAIExcelHR
G
📍 Mumbai, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Overview: The role is responsible for managing and supporting the operations of Global Network Engineering in a hybrid/cloud environment and provides senior-level expertise to the network engineering team. We're looking for an expert in on-premises networking, cloud infrastructure networking (Azure/AWS), and telecommunications (VOIP) in global environments, with knowledge and focus on zero-trust networking methodologies. This position requires off-hours on-call availability. This is a remote position with a 3 PM - 12 AM Shift. Candidates may need to visit the Mumbai office as and when needed in the general shift. What You'll Do: Manage physical network management and support covering Guidepoint offices, including, but not limited to, firewalls, routers, switches, etc. Responsible for managing the Enterprise WiFi Operations ZScaler Network management Monitor global traffic latency, issues, and application performance Update and design next-generation network models Network detection and response Intrusion detection and prevention technologies Azure Cloud Traffic integrating with On-prem traffic Azure Web Security CASB models and methodologies What You Have: 8+ years of experience with core networking in an enterprise environment, ideally global network design and security methodologies. 5+ years of working experience with advanced Azure cloud networking technologies. Must have substantial experience with managing WiFi Operations. CCNP Certified or equivalent experience 3+ years of hands-on experience, preferably with Sonic-wall/Netgear. Solid engineering knowledge of routing, switching (VLANs), Azure networking, firewalls, and traffic management. Update network security based on VNETs and Subnets, with traffic monitoring, etc. Knowledgeable in Azure Application Gateways, Front Door, and other security tools. Nice to have: Must know telecommunication technologies (VOIP, SIP Trunking, Microsoft Teams) Network security experience (vulnerability manage

AWSAzureAIRust
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Role Summary We are seeking a highly skilled Test Staff Engineer with deep expertise in Firewall/Security testing and strong hands-on automation . This role requires technical leadership, end-to-end ownership of test strategy for assigned components, and building scalable automation and test tools to ensure high-quality SonicOS releases. Key Responsibilities Own test strategy, planning, execution, and quality sign-off for SonicOS components Architect, develop, and maintain automation frameworks, pipelines, and test tools Drive an automation-first regression strategy and improve overall test coverage Perform complex system, integration, and upgrade/downgrade testing Partner with Dev/PM in design reviews, scrums, and defect triage Lead root-cause analysis and validation of critical customer issues Mentor engineers; review test plans, automation design, and coverage Drive release readiness, escape analysis, and quality metrics Must-Have Skills Minimum 4+ Years of experience in QA and Automation Strong Networking: TCP/IP, Routing, NAT, VLANs, Firewall policies Firewall/Security: VPN, DPI/App Control, IPS, Gate

JavaScriptPythonJavaAWS
S
📍 Mumbai, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Mumbai-based candidates are preferred. This is a Solution Engineering role typically is 70% office or remote working in the regional country you are aligned to, supporting sales and channel technical activities and up to 30% traveling. This role is aligned to someone who is a self-starter, passionate about technology, enabling teams and connecting with people to help solve their requirements. The ideal candidate must have proven hands-on experience in cyber security products, excellent communication, and presentations skills. This is a perfect opportunity for an individual with previous Pre-Sales, Support, or Professional Services proven experience at a Vendor, Channel, Customer or Distribution role, who is looking to have a balance of channel and technical sales activities and build trusted relationships with partners. Responsibilities Include Proactive leader of technical discovery conversations to qualify and validate the customer requirements and use cases to build out a bill of materials that meets the customer needs and aligns to the desired outcomes Conduct technical sales presentations, product, an

AWSAzureAIGo
S
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Role: Staff NOC Analyst (5 - 8 years) Location: Bangalore (24/7 Shift Environment) Role Summary We are looking for a Cloud Operations & Staff NOC Analyst who will act as the first line of operational defense for enterprise infrastructure, cloud platforms, and applications. This role requires strong real-time monitoring, incident response, and troubleshooting capabilities, along with a proactive mindset toward improving operational processes and reducing alert noise. Key Responsibilities Monitoring & Incident Management Monitor infrastructure, applications, and cloud platforms using tools such as New Relic, Datadog, Prometheus/Grafana, AWS CloudWatch, or GCP Monitoring Perform real-time alert triage, validation, and troubleshooting to restore services quickly Act as the first responder for incidents , ensuring minimal downtime and impact Identify false positives and reduce alert noise through analysis and tuning Incident Handling & Escalation Own and manage high-priority incidents (P1/P2), including: Driving incident bridges Coordinating with cross-functional

AWSGCPRestAI
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . About the Role We are looking for a Principal Frontend Engineer to drive the technical vision and frontend architecture of the Cloud Secure Edge Admin Console, the interface used by IT Administrators and Security teams to manage access policies, monitor devices, configure alerts, and analyze real-time connectivity. As a Principal Frontend Engineer, you will define long-term frontend strategy, establish engineering standards, influence product and platform direction, mentor senior engineers, and partner across multiple teams to deliver scalable, secure, performant, and intuitive enterprise experiences. You will work with modern web technologies, including TypeScript, React, ag-Grid, Highcharts, Storybook, and our internal component library. This role is ideal for engineers who excel at solving large-scale architectural challenges, influencing technical direction across organizations, driving alignment in ambiguous situations, and elevating engineering excellence across teams. What You'll Do Define and drive the frontend architecture and technical roadmap for Cloud Secure Edge. Lead the design and del

JavaScriptTypeScriptJavaReact
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Role Overview SonicWall is seeking a Distinguished Engineer to define and drive the long-term technical vision, architecture, and evolution of its Secure Private Access (SPA) platform and Zero Trust access technologies. This role serves as the highest level of individual contributor leadership, influencing architecture, engineering strategy, and innovation across multiple product and engineering organizations. The role builds upon SonicWall's current cloud-native SSE, ZTNA, and secure access initiatives. Key Responsibilities Define and drive the long-term technical vision and architecture strategy for SonicWall's Secure Private Access (SPA) platform and Zero Trust access technologies. Lead the design and evolution of highly scalable, secure, resilient, cloud-native distributed systems. Influence technical direction, architectural decisions, and engineering standards across multiple product and engineering organizations. Provide technical leadership during critical production incidents, customer escalations, and security events, driving root cause analysis and long-term architectural improvements. Serve as

AIC++GoRust
S
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Job Summary We are seeking a experienced Oracle DBA to manage and optimize our Oracle E-Business Suite 12.1.3 environment, with a roadmap to upgrade to 12.2 or migrate to Oracle Cloud. The ideal candidate will have deep expertise in Oracle database administration, EBS application support, and performance tuning, along with familiarity in tools like SharePlex and Hyperion. This role is critical to supporting financial closure cycles and ensuring database reliability and performance. Key Responsibilities: Administer and maintain Oracle EBS R12.1.3 environments, including patching, cloning, backups, and upgrades. Lead and support the upgrade path to Oracle EBS 12.2 or migration to Oracle Cloud Infrastructure (OCI). Support month-end, quarter-end, and year-end financial closure activities, ensuring system stability and performance. Perform database cloning for development, testing, and troubleshooting purposes. Troubleshoot and optimize SQL queries and PL/SQL code for performance and reliability. Monitor and optimize database performance, availability, and scalability. Manage concurrent managers, workflow serv

SQLAWSAzureLinux
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Roles & Responsibilities Design, deploy, and manage AWS cloud infrastructure and Kubernetes (EKS) environments. Build, maintain, and optimize GitLab CI/CD pipelines for automated deployments. Implement DevSecOps best practices, including infrastructure security, vulnerability management, and compliance controls. Monitor, troubleshoot, and improve platform reliability, performance, and scalability. Deploy and manage cloud-native applications, databases, and supporting services. Collaborate with development teams on architecture, deployment strategies, and production readiness. Drive infrastructure automation using Infrastructure as Code (Terraform). Support incident management, root cause analysis, and operational excellence initiatives. Mandatory Requirements 5+ years of hands-on DevOps/DevSecOps experience in production environments. Strong expertise with AWS services including EKS, EC2, S3, CloudFront, WAF, Lambda, and VPC. Minimum 3+ years of Kubernetes experience, preferably Amazon EKS. Hands-on experience building and managing GitLab CI/CD pipelines. Strong Linux administration and troubleshooting

PythonSQLAWSKubernetes
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Job Summary We are seeking a experienced Oracle DBA to manage and optimize our Oracle E-Business Suite 12.1.3 environment, with a roadmap to upgrade to 12.2 or migrate to Oracle Cloud. The ideal candidate will have deep expertise in Oracle database administration, EBS application support, and performance tuning, along with familiarity in tools like SharePlex and Hyperion. This role is critical to supporting financial closure cycles and ensuring database reliability and performance. Key Responsibilities: Administer and maintain Oracle EBS R12.1.3 environments, including patching, cloning, backups, and upgrades. Lead and support the upgrade path to Oracle EBS 12.2 or migration to Oracle Cloud Infrastructure (OCI). Support month-end, quarter-end, and year-end financial closure activities, ensuring system stability and performance. Perform database cloning for development, testing, and troubleshooting purposes. Troubleshoot and optimize SQL queries and PL/SQL code for performance and reliability. Monitor and optimize database performance, availability, and scalability. Manage concurrent managers, workflow serv

SQLAWSAzureLinux
S
📍 Chennai, Tamil Nadu, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . This is a Solution Engineering role typically is 70% office or remote working in the regional country you are aligned to, supporting sales and channel technical activities and up to 30% traveling. This role is aligned to someone who is a self-starter, passionate about technology, enabling teams and connecting with people to help solve their requirements. The ideal candidate must have proven hands-on experience in cyber security products, excellent communication, and presentations skills. This is a perfect opportunity for an individual with previous Pre-Sales, Support, or Professional Services proven experience at a Vendor, Channel, Customer or Distribution role, who is looking to have a balance of channel and technical sales activities and build trusted relationships with partners. Responsibilities Include Proactive leader of technical discovery conversations to qualify and validate the customer requirements and use cases to build out a bill of materials that meets the customer needs and aligns to the desired outcomes Conduct technical sales presentations, product, and solution demonstrations across SonicW

AWSAzureAIGo
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Job Title: Distinguished Engineer - Data Architect Role Overview: We are looking for a Distinguished Engineer- Data Architect to design and build the data foundation for our AI-driven security platform. In this role, you will own the architectural blueprint and core implementation of our data strategy, transforming massive streams of high-velocity network traffic logs, customer configurations, and security alerts into high-performance, ML-ready data fabrics. As part of a lean, elite three-person Data & AI team, you will serve as the ultimate technical authority on data scale, streaming architecture, multi-tenant security, and cost-efficient storage systems. Key Responsibilities: Architect the Core Data Platform: Design, implement, and evolve a unified blueprint for streaming and batch data processing capable of ingesting, normalizing, and storing petabyte-scale, high-velocity security telemetry. Enable AI & Advanced Analytics: Partner directly with the Lead AI Engineer to architect the underlying storage, retrieval systems, and feature stores—including optimal vector database structures and data la

SQLAWSAzureGCP
S
📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Role Overview As our lead AI/ML Engineer , you will design, build, and scale the intelligence layer powering our next-generation security products. You will turn complex datasets—including configurations, security alerts, and raw network logs—into production-ready AI capabilities that drive automated analysis, reasoning, and intelligent recommendations. Key Responsibilities Architect AI Systems: Design and deploy robust Retrieval-Augmented Generation (RAG) pipelines, agentic workflows, and LLM applications tailored to parse and reason over security telemetry and unstructured logs. Model Development & Tuning : Train, fine-tune, and evaluate ML/DL models for pattern matching, anomaly detection, and classification across massive, heterogeneous security datasets. Ensure AI Trust & Alignment : Implement strict guardrails, evaluation frameworks, and safety alignment techniques to ensure all model outputs and recommendations are deterministic, safe, and highly accurate. Establish MLOps: Build and maintain scalable ML pipelines (from data preprocessing to model monitoring in production), collaborati

PythonAWSAzureGCP
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