Big Data Engineer

Review Criteria

• Strong Senior Data Scientist (AI/ML/GenAI) Profile
• 5+ years of experience in designing, developing, and deploying Machine Learning / Deep Learning (ML/DL) systems in production
• Must have strong hands-on experience in Python and deep learning frameworks such as PyTorch, TensorFlow, or JAX.
• 1+ years of experience in fine-tuning Large Language Models (LLMs) using techniques like LoRA/QLoRA, and building RAG (Retrieval-Augmented Generation) pipelines.
• Must have experience with MLOps and production-grade systems including Docker, Kubernetes, Spark, model registries, and CI/CD workflows

Preferred

• Prior experience in open-source GenAI contributions, applied LLM/GenAI research, or large-scale production AI systems
• Preferred (Education) – B.S./M.S./Ph.D. in Computer Science, Data Science, Machine Learning, or a related field.

Job Specific Criteria

• CV Attachment is mandatory
• Which is your preferred job location (Mumbai / Bengaluru / Hyderabad / Gurgaon)?
• Are you okay with 3 Days WFO?
• Virtual Interview requires video to be on, are you okay with it?

Role & Responsibilities

Company is hiring a Senior Data Scientist with strong expertise in AI, machine learning engineering (MLE), and generative AI. You will play a leading role in designing, deploying, and scaling production-grade ML systems — including large language model (LLM)-based pipelines, AI copilots, and agentic workflows. This role is ideal for someone who thrives on balancing cutting-edge research with production rigor and loves mentoring while building impact-first AI applications.

Responsibilities:

• Own the full ML lifecycle: model design, training, evaluation, deployment
• Design production-ready ML pipelines with CI/CD, testing, monitoring, and drift detection
• Fine-tune LLMs and implement retrieval-augmented generation (RAG) pipelines
• Build agentic workflows for reasoning, planning, and decision-making
• Develop both real-time and batch inference systems using Docker, Kubernetes, and Spark
• Leverage state-of-the-art architectures: transformers, diffusion models, RLHF, and multimodal pipelines
• Collaborate with product and engineering teams to integrate AI models into business applications
• Mentor junior team members and promote MLOps, scalable architecture, and responsible AI best practices

Ideal Candidate

• 5+ years of experience in designing, deploying, and scaling ML/DL systems in production
• Proficient in Python and deep learning frameworks such as PyTorch, TensorFlow, or JAX
• Experience with LLM fine-tuning, LoRA/QLoRA, vector search (Weaviate/PGVector), and RAG pipelines
• Familiarity with agent-based development (e.g., ReAct agents, function-calling, orchestration)
• Solid understanding of MLOps: Docker, Kubernetes, Spark, model registries, and deployment workflows
• Strong software engineering background with experience in testing, version control, and APIs
• Proven ability to balance innovation with scalable deployment
• B.S./M.S./Ph.D. in Computer Science, Data Science, or a related field
• Bonus: Open-source contributions, GenAI research, or applied systems at scale

Job Title: Manager – Finance and Accounts (Direct Tax, Accounts Receivable)

Location: Gurgaon

Experience: 4-10 years in Direct Taxation and Account receivable

Qualification: Chartered Accountant

Industry: fashion/apparel/retail

Skills Required - Direct Taxation, Accounts receivable

Key Deliverables (Essential Functions & Responsibilities):

Accounts Receivable Management:

·         Oversee revenue accounting and reconciliation of e-commerce/Partner business

·         Ensuring internal financial controls on accounts receivables including driving collection efficiency

·         Manage end-to-end accounts receivable functions PAN India, including team supervision and escalations.

·         Negotiate with banks for favorable merchant transaction rates and cash pickup services.

Financial Reporting & Controls:

·         Review internal control systems to monitor cash and card collections, minimizing discrepancies.

·         Conduct regular evaluations of PAN India transactions to ensure policy adherence.

Taxation & Compliance:

·         Prepare advance tax workings quarterly and ensure timely payments.

·         Validate TDS workings and ensure monthly deposition ensuring statutory compliance.

·         Handle tax audits (u/s 44AB, 80JJA, Transfer Pricing, CSR) and prepare income tax returns in coordination with the tax team.

·         Compute deferred tax assets/liabilities (DTA/DTL) and depreciation under tax regulations.

·         Provide necessary details and respond to notices from tax authorities with support from the direct tax team.

Audit & Governance:

·         Ensure timely completion of Internal /Statutory audits areas relating to accounts receivable and Direct Taxes JOB PROFILE

·         Maintain financial document security and confidentiality.

 Ad hoc Responsibilities:

·         Oversee e-voucher and gift card processes as needed.

·         Support implementation of tax notifications and compliance requirements in coordination with the corporate team.

Key Requirements:

·         Strong knowledge of Direct Tax, accounts receivable, and financial reporting.

·         Expertise in tax accounting, compliance, and preparation of tax returns.

·         Proficient in SAP, MS Office, and financial reconciliation tools.

·         Excellent analytical, problem-solving, and leadership skills.

·         Ability to develop and maintain exceptional client and vendor relationships.

Mail updated resume with current salary and notice period-

Email: jobs[at]glansolutions[dot]com

Satish: 88 O2 74 97 43

Website: www.glansolutions.com

Job Title: Performance Marketing Associate

Location: Pune

We are looking for a Performance Marketing Associate to join our team at Propacity. In this role, you will help execute and optimize digital marketing campaigns tailored for the real estate sector, focusing on lead generation, customer acquisition, and revenue growth.

You will work closely with senior marketing professionals, gaining hands-on experience in paid media, performance tracking, and campaign optimization. If you have a data-driven mindset, strong analytical skills, and a passion for digital marketing, we’d love to hear from you!

Responsibilities:

• Assist in planning and executing digital advertising campaigns across Google Ads, Facebook, Instagram, LinkedIn, and other paid media platforms.
• Monitor campaign performance, analyze data, and provide insights to optimize ROI and lead quality.
• Conduct market research and competitor analysis to refine targeting and messaging strategies.
• Work closely with creative and content teams to develop engaging ad copies and visuals.
• Utilize web analytics tools to track, measure, and report on key performance indicators (KPIs).
• Support senior marketing managers in client calls, reporting, and campaign optimizations.

Skills & Qualifications:

• Bachelor’s degree in Marketing, Business, or a related field (MBA is a plus).
• 1-3 years of experience in digital marketing, performance marketing, or a similar role.
• Experience in the real estate industry is preferred but not mandatory.
• Familiarity with Google Ads, Facebook Ads Manager, and other digital advertising platforms.
• Strong analytical skills with the ability to interpret data and suggest improvements.
• Excellent communication and collaboration skills.
• A proactive, detail-oriented approach to campaign execution and optimization.

What We Offer:

• Learn & grow in one of India's fastest-growing real estate proptech companies.
• Work with industry experts and gain hands-on experience in performance marketing.
• Access the latest marketing automation & analytics tools for campaign execution.
• Collaborative, innovative, and fast-paced work environment with exciting career growth opportunities.

About Propacity:

Propacity is one of India's fastest-growing proptech companies. Since our founding in 2021, we have empowered 100+ top real estate developers by increasing their sales velocity, simplifying operations, and providing cutting-edge tech solutions. We are backed by leading investors, including Good Capital, Inuka Capital, and 30+ unicorn/soonicorn founders.

• Study design briefs and determine requirements.
• Schedule projects and define budget constraints .
• Conceptualize visuals based on requirements.
• Prepare rough drafts and present ideas.
• Develop illustrations, logos and other designs.
• Using software or by hand Use the appropriate colors and layouts for each graphic.
• Work with copywriters and creative director to produce final design.
• Test graphics across various media
• Amend designs after feedback.
• Ensure final graphics and layouts are visually appealing and on-brand

Requirements and skills

• Proven graphic designing experience.
• A strong portfolio of illustrations or other graphics.
• Familiarity with design software and technologies (such as InDesign, Illustrator, Dreamweaver, Photoshop)
• A keen eye for aesthetics and details.
• Excellent communication skills.
• Ability to work methodically and meet deadlines
• Degree in Design, Fine Arts or related field is a plus

Responsibilities:

• Design and develop user-friendly, robust, and scalable Flutter/Android/iOS applications.
• Collaborate with product managers, designers, and backend developers to understand requirements and translate them into functional applications.
• Implement clean and efficient code following best practices, coding standards, and design patterns specific to mobile development.
• Ensure high performance, responsiveness, and stability of the applications by conducting thorough testing and debugging.
• Integrate RESTful APIs to fetch and send data from/to the backend servers.
• Work with SQLite or other database technologies to implement data persistence in mobile applications.
• Implement effective UI/UX designs following Material Design guidelines to ensure a smooth and intuitive user experience.
• Collaborate with the team to identify and implement solutions to improve application performance, maintainability, and user engagement.
• Stay up-to-date with the latest trends, technologies, and best practices in mobile development and share knowledge with the team.
• Assist in troubleshooting and resolving issues reported by users or clients, providing timely and effective solutions.

Accounts Payable

• Identify & report duplicate invoice
• Self / Peer reviews of transactions completed
• Propose potential improvement opportunities
• Respond to client/vendor emails with an appropriate solution within the timeframe
• Assist team members in completing their daily assignments
• Identify compliance and/or training challenges

Accounts Receivable

• Review Master Setup/Updates
• Review Cash/Payment Application
• Investigate unapplied payments
• Review Dunning Report
• Assist team members in completing their daily assignments
• Identify compliance and/or training challenges

General Ledger

• Review Journal entries
• Review accruals
• Review bad debt provisions
• Responsible for high-risk reconciliations
• Responsible for timely communication on issues, risks, and status updates
• Review & clear open Items
• Reconcile bank accounts (non-AP, AR bank accounts)

PHP / Laravel / CI developer duties and responsibilities

• Develop, record and maintain cutting edge web-based PHP applications on portal plus premium service platforms.
• Build innovative, state-of-the-art applications and collaborate with the frontend development team.
• Ensure HTML, CSS, and shared JavaScript is valid and consistent across applications.
• Prepare and maintain all applications utilizing standard development tools.
• Utilize backend data services and contribute to increase existing data services API.
• Lead the entire web application development life cycle right from concept stage to delivery and post launch support.
• Convey effectively with all task progress, evaluations, suggestions, schedules along with technical and process issues.
• Document the development process, architecture, and standard components.
• Coordinate with co-developers and keeps project manager well informed of the status of development effort and serves as liaison between development staff and project manager.
• Keep abreast of new trends and best practices in web development.
•  

PHP / Laravel / CI developer requirements and qualifications

• Previous working experience as a PHP(Laravel/CI) developer for minimum 3 years.
• Proficient with JavaScript, JQuery and AJAX.
• In depth knowledge of object-oriented PHP (>=Laravel 7 or >=CI 4.0) framework.
• Should know about source version control like GIT or SVN
• Familiar with AWS & Linux command line will be added advantage.
• Understanding and implementing security and data protection
• Must be a team player with good communications.
• Ability to solve problems quickly and efficiently.
• Great aptitude and attitude towards learning.
• Take full responsibility for task/project execution.
• Ability to prioritize own work and respect deadlines.

About OpsCruise

Digital business is driving a fundamental shift to cloud-native applications, creating a new set of operational and performance challenges ill-suited to the currently available solutions. At OpsCruise, we imagine a world of autonomous operations and are innovating a fundamentally different approach to performance management. OpsCruise’s vision is to automate the performance assurance of cloud applications using a model-driven closed-loop platform.

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Team

The OpsCruise team represents a global and talented team that includes domain experts in IT Operations, Networking, Storage, Hyperscale Systems and AI/ML that have built market-leading solutions at companies such as Cisco, Google, Hitachi, HP, Infoblox, Oracle and VMWare among others.

Our engineering culture values creativity, pragmatism, honesty, and simplicity to solve hard problems the right way.

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Role

We are looking for a Senior QA Engineer who will join our team building and rolling out our SaaS platform in the cloud AI/Ops space.

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Our Technology Stack

Our product involves the following technology areas with one or more tools in use in each area:

1. Container technologies, including creating Docker plugins and extensions
2. Serverless technologies including instrumentation, addons
3. Orchestrators including Kubernetes, OpenShift, Mesos, Swarm
4. Metric generation and collection including Prometheus and tools such as Dynatrace and Datadog
5. Tracing including OpenTracing, Jaeger
6. Graph tools and Databases including neo4j, JanusGraph, TinkerPop/Gremlin
7. TimeSeries databases such as Prometheus, OpenTSDB
8. NoSQL and Indexing tools such as MongoDB, Cassandra, Solr and Elastic
9. Languages including Java, Scala, Javascript, Python, R, and Go
10. Messaging tools including Kafka, Akka
11. Big Data tools including HDFS, YARN, Spark, Flink
12. AI/ML techniques including Statistical Analysis, Classification, Deep Learning, etc.
13. Cloud services: AWS, GCP, and Azure, their services in databases, networking and ML tools
14. High performance User Interfaces including AngularJS, Vue, D3.js and local stores
15. Authentication and Authorization including tools such as Okta and KeyCloak.

Responsibilities

1. Understand user level requirements, write up the test strategy, derive test plan and test cases in detail.
2. System and integration testing with automation of test cases using Python or Java.
3. Use test frameworks such as Robot Framework.
4. Use traffic generator tools such as JMeter for performance testing
5. Set up the target test environments in AWS, Azure or GCP
6. Containers based environment setup with Kubernetes and Docker, monitoring tools setup with Prometheus
7. Debug incidents and issue to narrow down to a root cause
8. Understand and reproduce internally issues reported by customers

Qualifications

The ideal candidate must have the following qualifications.

1. B.E/B.Tech Degree from a reputed institution with at least 4 years of relevant experience.
2. Hands-on experience with test automation using Python or Java.
3. Experience with test frameworks such as Robot Framework or TestNG.
4. Traffic generation tools usage such as curl-loader or JMeter
5. QA engineers for Networking Technology products such as switches, routers, L4-L7 products testing can also apply.
6. Knowledge of public clouds, AWS, Azure or GCP, is desired
7. Working knowledge in Kubernetes, Docker or Openshift environments required
8. Hands on experience with Linux
9. Strong problem solving and debugging abilities
10. Familiarity with continuous integration tools such as Jenkins or CircleCI
11. Interest in machine learning (ML) and data science is a plus

Most importantly, you should be someone who is passionate about building new and innovative products that solve tough real-world problems. 

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LOCATION

Chennai, India