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2. Data structure (HashMap, treemap, arraylist, linklist),
3. Streaming concepts (partitioning), Junit
4. Exception handling and workflow, Test coverage (why its important, how it gets handled at
java and spring layer, morckito library if the candidate knows that would be great),
5. OOPS concepts (inheritance),
6. Threading (mutex, threadpool, threading implementation, singleton factory, builder pattern,
abstract)
7. Real world problems (atleast 1 to be asked in IAAS interview) (movie ticket booking, parking
booking), To be asked to only selected candidates: Puzzle (probability/)
8. Memory management: Garbage Collection (GC), Heap dump, Thread dump, apache, google
library.
9. Spring frameworks and database. Data lakes, star lakes, schemas, indexing, partitioning,
optimize query, hibernate.
10. Data warehouse vs nosql vs time series database (KDB, DB2), data storage patterns.
11. Types of transaction control. Column level.
12. Query formation, grouping, nested queries, joints (inner joints, outer joints)
13. If candidate has spring exp: Architecture and various layers of Spring, coupling concepts,
dependency injections, inheritance, Bean level, JMS connection pooling concepts, Lambda,
Annotation vs XML, Kafka, Hibernates.
14. Good to have AI/ML inclination.
Bifurcation of Must have and good to have skills:
Must have skills Good to have skills
Core java (60%), spring (15%), and databases
(15%).
Mockito library
Data structure (HashMap, tree map, array list,
link list)
Threadpool
Streaming concepts (partitioning) Memory management
Exception handling Lambda, Annotation vs XML, Kafka, Hibernates
OOPS GCP or any cloud technology
Threading (singleton factory, builder pattern) AI/ML inclination
Real world problems (movie ticket booking,
parking booking)
Spring frameworks and database (indexing,
partitioning, layers of Spring, JMS connection)
Data warehouse vs NoSQL vs time series
database
Junit

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- Provide hands on technical support and post-mortem root cause analysis using ITIL standards of Incident Management, Service Request fulfillment, Change Management, Knowledge Management, and Problem Management.
- Actively address and work on user and system tickets in the Service Now ticketing application. Create and implement change tickets for enhancements, new monitoring, and assisting development groups.
- Create, test, and implement Non-Functional Requirements (NFR) for current and new applications.
- Build up technical subject matter expertise on the applications being supported including business flows, application architecture, and hardware configuration. Maintain documentation, knowledge articles, and runbooks.
- Conduct real time monitoring to ensure application OLA/SLAs are achieved and maximum application availability (up time) using an array of monitoring tools.
- Assist in the process to approve application code releases change tickets as well as tasks assigned to the support team to perform and validate the associated implementation plan.
- Approach support with a proactive attitude, desire to seek root cause, in-depth analysis and triage, and strive to reduce inefficiencies and manual efforts.

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good exposure to concepts and/or technology across the broader spectrum. Enterprise Risk Technology
covers a variety of existing systems and green-field projects.
A Full stack Hadoop development experience with Scala development
A Full stack Java development experience covering Core Java (including JDK 1.8) and good understanding
of design patterns.
Requirements:-
• Strong hands-on development in Java technologies.
• Strong hands-on development in Hadoop technologies like Spark, Scala and experience on Avro.
• Participation in product feature design and documentation
• Requirement break-up, ownership and implantation.
• Product BAU deliveries and Level 3 production defects fixes.
Qualifications & Experience
• Degree holder in numerate subject
• Hands on Experience on Hadoop, Spark, Scala, Impala, Avro and messaging like Kafka
• Experience across a core compiled language – Java
• Proficiency in Java related frameworks like Springs, Hibernate, JPA
• Hands on experience in JDK 1.8 and strong skillset covering Collections, Multithreading with
For internal use only
For internal use only
experience working on Distributed applications.
• Strong hands-on development track record with end-to-end development cycle involvement
• Good exposure to computational concepts
• Good communication and interpersonal skills
• Working knowledge of risk and derivatives pricing (optional)
• Proficiency in SQL (PL/SQL), data modelling.
• Understanding of Hadoop architecture and Scala program language is a good to have.

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and CSS.
Experience and knowledge in Python Programming, RDBMS (PostgreSQL).
Knowledge of python data types, operators, error / exception handling, logging
Good to have: Hands on coding in Python using OOPs / SOLID concepts of programming.
Good understanding of how API, REST, JWT, OAuth2.0 works, ability to provide constructive
feedback during API design phase with backend developer
Experience with React libraries like React Query, Ag-Grid, ReactStrap and component-driven
approach
Experience with Node.js and basic automation using libraries and tools like Cypress is good
to have.
Good understanding of cloud-based technologies and tools (Preference- GCP, Microsoft
Azure, Openshift)
Experience with unit, integration and E2E tests and framework/tools (Jest)
Experience with CI/CD pipelines like TeamCity, Jenkins.
Good knowledge of OWASP security guidelines.
Ability to collaborate with various other teams, like design and product team and provide
feedback during feature preparation and planning phase
Self-starter, proactive in resolving issues and removing roadblocks
Adherence to software engineering best practices
Must possess problem-solving and creative thinking ability.
Good to have experience with state management libraries like Redux, Recoil.
Good to have Risk / Investment Banking domain Knowledge.
Hands on experience of test-driven development and constant refactoring in continuous
integration environment
Behavior Driven Development, particularly experience of how it can be used to define
requirements in a collaborative manner to ensure the team builds the right thing and create a
system of living documentation
Experience working in an agile team, practicing Scrum
Ensure that the software you build is reliable and easy to support in production. Be prepared
to take your turn on call providing 3rd line support when it’s needed

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- Hands-on knowledge on various CI-CD tools (Jenkins/TeamCity, Artifactory, UCD, Bitbucket/Github, SonarQube) including setting up of build-deployment automated pipelines.
- Very good knowledge in scripting tools and languages such as Shell, Perl or Python , YAML/Groovy, build tools such as Maven/Gradle.
- Hands-on knowledge in containerization and orchestration tools such as Docker, OpenShift and Kubernetes.
- Good knowledge in configuration management tools such as Ansible, Puppet/Chef and have worked on setting up of monitoring tools (Splunk/Geneos/New Relic/Elk).
- Expertise in job schedulers/workload automation tools such as Control-M or AutoSys is good to have.
- Hands-on knowledge on Cloud technology (preferably GCP) including various computing services and infrastructure setup using Terraform.
- Should have basic understanding on networking, certificate management, Identity and Access Management and Information security/encryption concepts.
- • Should support day-to-day tasks related to platform and environments upkeep such as upgrades, patching, migration and system/interfaces integration.
- • Should have experience in working in Agile based SDLC delivery model, multi-task and support multiple systems/apps.
- • Big-data and Hadoop ecosystem knowledge is good to have but not mandatory.
- Should have worked on standard release, change and incident management tools such as ServiceNow/Remedy or similar

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Must have worked as least 1 complex project
For internal use only
Knowledge of multiple front-end languages and libraries (e.g. HTML/ CSS, JavaScript, XML,
jQuery)
Knowledge of multiple back-end languages (e.g. C#, Java, Python) and JavaScript frameworks
(e.g. Angular, React, Node.js)
Should be well versed in writing complex SQLs, PL/SQL
Experience in modern development tools, automation of deployments, tests, and Production
support
Proficiency in working with global and local teams, working in a collaborative agile environment.
Good to have GCP knowledge and certification
Basic understanding ITIL processes
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business divisions.
Drives creation of new product solutions that meet business goals and user needs.
Oversees and ensures high-quality delivery of UX artifacts
Provide career development for junior team members and foster leadership skills.
Leads and executes the User Centered Design (UCD) process from start to finish, including user
research and usability testing.
Advocates for Accessibility and Inclusive Design practices
Contributes to the Design System: publish UI patterns and components, document standards,
and collaborate with designers across the wider organization to deliver solutions that are fit-for-
purpose.
Performs heuristic evaluations across new/existing products
Gives accurate effort estimations and deliver on time.
Contributes to the vision that make strategy concrete
Supports recruiting processes, engaging with the recruitment team, conducting interviews and
assessing candidates' design skills and capabilities.
Your skills and experience
Skilled at generating new visual design solutions off the back existing patterns and standards.
Knowledge of accessibility requirements in alignment with WCAG standards
Experienced in stakeholder management and cultivating relationships with business and
development peers.
Experienced in responsive design, enabling omni-channel experience of end-user products
Excellent communication and leadership skills, ability to collaborate with developers and product
leads to balance the needs of the end users against technology and time-to-market constraints
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Job Description
Who are we looking for?
A senior level Java-J2EEE lead to manage a critical project for one of the biggest clients in banking domain. The Individual should be passionate about technology, experienced in developing and managing cutting edge technology applications.
We are looking for people from the trading background
Technical Skills:
- An excellent tech Lead or application architect with strong experience in monolithic Java legacy applications, modern cloud-native
- Strong hands-on experience in Spring, Core Java specifically on multi-threading, concurrency, memory management process, and fair understanding on network communication & protocols.
- experience working in software development on low-latency and high performing systems
- Experienced to guide & mentor the offshore team members, validating application deliverables on regular basis
- Ability to work in a collaborative manner with peers across different time zones.
- Passionate about good design and code quality and have strong engineering practices
- Experience working on GCP will be preferred.
Process Skills:
- Experience in analyzing requirements and develop software as per project defined software process
- Develop and review design, code
- Develop and document architecture framework, technical standards, and application roadmap
- Guide development teams to comply with the architecture and development standards and ensure quality application is designed, developed, and delivered
- Must have excellent communication skills.
Behavioral Skills:
- Resolve technical issues of projects and Explore alternate designs
- Effectively collaborates and communicates with the stakeholders and ensure client satisfaction
- Mentor, Train and coach members of project groups to ensure effective knowledge management activity.
Certification:
- Ultimate sun Java and GCP Certified
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Meyrahkee is a Talent Advisory Firm focused on helping startups with Talent Solutions that are effective and workable. We are a "boutique search firm" with a focus on engaging and working closely with "high growth startups". Our approach is to partner with VC-funded growth startups to understand the business and its growth trajectory. Based on the same we help with the most viable talent acquisition solutions.
We started operations in March 2019 and over the last 4+ years have worked with 175+ startups with whom we have closed 150+ roles (leadership and lateral) across technology/engineering, sales, customer success, product, design, finance, marketing, strategy/founders' office and HR.
We engage with growth startups to build the talent acquisition practice and help scale the teams post Series A to Series B Stage. Also, help them identify leaders for key senior roles.
Our focus is to work with early-stage companies and VC-funded startups.
The team at Meyrahkee has collectively worked with over 100 plus start-ups over the last five years. We pride ourselves in the knowledge that we have built in the talent space within the start-up ecosystem. Our focus and expertise lie in collaborating with the technology-enabled technology ventures growing at a fast pace and looking at scaling their operations.
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About the company
About SnapHyr – Precision Talent for Trading-Critical Teams
At SnapHyr, we specialize in building high-performance teams for high-frequency trading (HFT), quantitative research, and systematic strategy desks.
We’re not a generalist recruitment firm.
We operate exclusively within the trading and quantitative technology ecosystem — helping firms hire talent across low-latency engineering, quant research, portfolio management, and market infrastructure.
Our clients are proprietary trading firms, hedge funds, and strategy-driven asset managers who value speed, discretion, and depth over scale.
🎯 Our Focus
We work with trading organizations where performance depends not just on great code, but on microseconds of latency, the sharpness of alpha signals, and execution that holds up in live markets.
Our value lies in identifying talent that already understands this — people who’ve built real strategies, shipped production-grade infrastructure, and worked on live books with clear PnL responsibility.
🧠 What We Specialize In:
- Quant Researchers & Traders (Stat Arb, Delta One, Options, MFT, Volatility)
- C++/Rust Engineers building low-latency, tick-to-trade systems
- Python Developers for quant platforms, signal research, and backtesting
- FPGA & Market Data Infra Engineers focused on co-location and protocol-level parsing
- Execution Traders & Risk Engineers working across multi-asset desks
- Portfolio Managers & Desk Leads with strategy ownership and team-building responsibility
🔍 How We Work
SnapHyr works with a simple belief: high-impact roles require precision, not pipelines.
We engage directly with decision-makers — founders, CTOs, heads of trading — to understand not just what needs to be hired, but why it matters to the desk’s performance.
Every search is bespoke. We map requirements by latency thresholds, alpha generation mandates, or strategy expansion plans — not cookie-cutter job descriptions.
We’ve delivered on mandates where:
- Portfolio managers needed to be hired in stealth, with domain overlap and risk alignment
- Trading teams were looking for C++ engineers who’d worked on systems sub-10μs
- FPGA engineers had to interface directly with quant leads on decoding market data
- Python developers were expected to go from research notebook to live signal deployment
🎓 Our Talent Network
We maintain a tightly curated network of high-signal professionals:
- Engineers from top-tier trading firms and deep-tech startups
- Researchers from IITs, PhDs, Olympiad winners, and applied ML backgrounds
- Ex-FAANG tech leads who’ve transitioned into quant
- Execution professionals with multi-year, multi-asset trading exposure
We don’t operate on volume.
We build trust through quality, context, and speed — and we never compromise on discretion.
🤝 Who We Work Best With
- Trading firms building new desks or scaling execution teams
- CTOs or heads of research looking for talent with trading DNA, not just tech skills
- Funds hiring across quant + dev + infra in one integrated team
- Portfolio managers needing pre-vetted engineers who “get it”
SnapHyr exists to support the kinds of hires that don’t come from traditional recruiting — the ones that need nuance, domain fluency, and credibility on both sides.
Whether you're building from scratch or upgrading precision at scale — we’re built to help you do it right.
📩 Reach out: [email protected]
🌐 www.snaphyr.com
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At GMetri, we are passionate about driving business impact through immersive experiences. We partner with change-makers across various industries — from Fortune 500 brands to small disruptors—to help transform the way XR (or eXtended Reality - a blanket term encompassing Virtual / Augmented and Mixed Reality) is used in business, through our unique platform.
Founded in 2017, the company was identified by industry leaders Oculus/Facebook as the top VR/AR/MR tech company in India. We were also recently featured at Facebook F8 in San Jose for our work. GMETRI currently boasts a growing client list comprising of national and global giants like Myntra, BigBasket, Accenture, Cafe Coffee Day, Bosch, Reliance, DXC Technology, Legrand, Zoomcar and Jio among others.
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