
Data Scientist-II (Traditional/Classic ML, Neural networks exp must)
at shaadi.com
What You’ll Do
● Partner with Product to spot high-leverage ML opportunities tied to business
metrics.
● Wrangle large structured and unstructured datasets; build reliable features and
data contracts.
● Build and ship models to:
○ Enhance customer experiences and personalization
○ Boost revenue via pricing/discount optimization
○ Power user-to-user discovery and ranking (matchmaking at scale)
○ Detect and block fraud/risk in real time
○ Score conversion/churn/acceptance propensity for targeted actions
● Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.
● Design and run A/B tests with guardrails.
● Build monitoring for model/data drift and business KPIs
What We’re Looking For
● 2–4 years of DS/ML experience in consumer internet / B2C products, with 7–8 models shipped to production end-to-end.
● Proven, hands-on success in at least two (preferably 3–4) of the following:
○ Recommender systems (retrieval + ranking, NDCG/Recall, online lift;
bandits a plus)
○ Fraud/risk detection (severe class imbalance, PR-AUC)
○ Pricing models (elasticity, demand curves, margin vs. win-rate trade-offs,
guardrails/simulation)
○ Propensity models (payment/churn)
● Programming: strong Python and SQL; solid git, Docker, CI/CD.
● Cloud and data: experience with AWS or GCP; familiarity with
warehouses/dashboards (Redshift/BigQuery, Looker/Tableau).
● ML breadth: recommender systems, NLP or user profiling, anomaly detection.
● Communication: clear storytelling with data; can align stakeholders and drive decisions.

About shaadi.com
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Role Overview
We are looking for a Product Adoption Specialist who will play a key role in ensuring seamless implementation, training, and adoption of EasyEcom’s modules and new product features by our clients. This role involves hands-on onboarding support, client training, gathering on-ground insights, and driving product adoption through consistent engagement and feedback.
Key Responsibilities
- Conduct on-site and virtual product demos, training, and onboarding sessions for clients to ensure smooth adoption of EasyEcom’s modules and new features.
- Assist clients in initial setup and configuration of the EasyEcom platform, ensuring their systems are fully operational and integrated.
- Act as a bridge between clients and the product team, i.e., capture real-time feedback, identify usability issues, and suggest practical improvements.
- Track and report adoption metrics for new features and modules, and ensure clients are utilizing the platform to its full potential.
- Collaborate with internal teams (Product, Support, Key Accounts) to resolve implementation issues and ensure customer satisfaction.
- Develop training materials, documentation, and FAQs to enhance the self-service experience for clients.
- Maintain a high level of product knowledge and keep up-to-date with new releases and enhancements.
- Meet or exceed adoption and engagement targets set for existing and new clients.
Key Performance Indicators (KPIs)
- Successful completion of client onboarding within defined timelines.
- % of clients adopting new modules/features post-launch.
- Customer satisfaction and training feedback scores.
- Number of actionable product insights shared with the Product team.
Preferred Experience
- Prior experience in eCommerce operations or SaaS-based implementation.
- Exposure to warehouse or retail tech environments.
- Working knowledge of Excel, CRM tools, and support ticketing systems.
Required Skills & Qualifications
- Bachelor’s degree in Business, Engineering, or a related field.
- 1–3 years of experience in customer onboarding, product training, implementation, or customer success (preferably in SaaS or eCommerce tech).
- Strong communication and presentation skills in English and Hindi.
- Ability to explain technical concepts in simple, client-friendly language.
- Comfortable with frequent travel and hands-on work at client sites.
- An analytical mindset with the ability to capture and report actionable feedback.
- Comfortable working independently or in a cross-functional setup.
Job Summary :
As a Firmware Developer, you will be responsible for designing, developing, and optimizing embedded firmware for Bluetooth Low Energy (BLE) medical devices. You will collaborate closely with mobile, cloud, and hardware teams to ensure seamless communication and system reliability.
Location : Hyderabad
Key Responsibilities
● Firmware Development – Architect, implement, and optimize robust embedded firmware for BLE-based medical devices.
● BLE Communication – Ensure reliable BLE communication by fine-tuning GATT profiles, GAP settings, and connection parameters.
● Memory & Performance Optimization – Manage static memory allocation, flash memory layout, and power efficiency in resource-constrained environments.
● Cross-Platform BLE Handling – Work with mobile teams to handle BLE behavior inconsistencies across iOS and Android.
● Debugging & Optimization – Utilize BLE sniffers, debugging tools, and real-time logging to troubleshoot firmware issues.
● Security & Compliance – Implement secure pairing, bonding, and OTA firmware updates while adhering to medical device standards.
Required Skills & Expertise
● Strong experience of 4+ years in Firmware/Embedded Development. ● Strong knowledge of BLE stack APIs (GATT, GAP, L2CAP) and BLE protocol internals (advertising, connection events, link layer).
● Proficiency in C for embedded systems, with expertise in static memory management.
● Experience with wear leveling, sector erase schemes, and endurance techniques.
● Familiarity with BLE connectivity challenges on iOS & Android and ability to mitigate inconsistencies.
● Hands-on experience with Debugging like Wireshark, TI SmartRF Sniffer, or equivalent.
● Exposure to BLE-based cloud workflows and real-time data synchronization.
● RTOS Knowledge, Understanding of task scheduling, ISR management, and power-optimized firmware.
● Experience with TI CC2640R2F & TI-RTOS is a plus.
Nice to Have
● OTA Firmware Updates: Experience with secure BLE pairing, bonding, and firmware upgrade mechanisms.
● Embedded Diagnostic Tools: Ability to develop real-time diagnostics for memory usage, BLE packet flow, and connection stability trends.
Why Join Monitra Healthcare?
🔬 Impact-Driven Work: Build life-saving medical technologies that make a real difference.
🚀 Cutting-Edge Tech: Work with advanced BLE, IoT, and AI-powered healthcare solutions.
🤝 Collaborative Team: Engage with a multidisciplinary team of engineers, data scientists, and healthcare experts.
🔗 Join us in shaping the future of connected healthcare!
The developer will be responsible to build and enhance collaboration functionalities in our products while ensuring seamless user interaction in the platform. Our engineering team works on developing a range of innovative products to facilitate regulatory work flow of medical device companies. An ideal candidate is one willing to work in a tight schedule of a start-up and experienced in building magical user experiences and considers performance to be the key metric in the application.
Responsibilities :
- Develop new features using Angular 9/10
- Develop reusable components
- Write efficient and documented object oriented code
- Write extensive unit test cases and execute them
- Ensure responsive design of the front end
Skills and Qualifications :
-
2-5 years experience in developing web based applications and building product product from scratch
-
Detailed understanding of coding and design aspects of Angular 9/10
-
Proficiency with Observables, NGRX and websockets
-
Knowledge of various Angular/Jquery packages
-
Knowledge of Responsive Design
-
Knowledge of WYSIWYG editors
-
Knowledge of different performance optimization techniques
-
Experienced in various data structures and design patterns
-
Knowledge of asynchronous programming
-
Bachelor’s Degree in computer science or equivalent education.
Roles and Responsibilities;-
- Include managing Java/Java EE application development while providing expertise in the full software development lifecycle, from concept and design to testing.
- Designing, developing and delivering high-volume, low-latency applications for mission-critical systems
Framework required – spring boot, Hibernate
Skills - Should have knowledge of JPA, js, Ajax
Location: Bangalore/Pune/Hyderabad/Nagpur
4-5 years of overall experience in software development.
- Experience on Hadoop (Apache/Cloudera/Hortonworks) and/or other Map Reduce Platforms
- Experience on Hive, Pig, Sqoop, Flume and/or Mahout
- Experience on NO-SQL – HBase, Cassandra, MongoDB
- Hands on experience with Spark development, Knowledge of Storm, Kafka, Scala
- Good knowledge of Java
- Good background of Configuration Management/Ticketing systems like Maven/Ant/JIRA etc.
- Knowledge around any Data Integration and/or EDW tools is plus
- Good to have knowledge of using Python/Perl/Shell
Please note - Hbase hive and spark are must.
Looking for enthusiastic tech driven individuals who can architect a web application, push pixels, design a web API, design a UI and optimize the backend for scalability. Should be thrilled to deep dive into the field of Location Intelligence.
Hiring for the role of Frontend Developer for our Development team. Apply if you are keen to explore how data-tech is changing the decision intelligence landscape.
About the organization
Sociometrik is a geospatial data intelligence start-up based out of New Delhi, India - founded in 2019 with the mission of redefining data-backed executive decision making. We measure and quantify physical earth, built structures and human activity using multi-channel data sources like satellite imagery, smartphone mobility, web records and administrative data to power alternative data-based decision support systems for our clients.
Responsibilities And Duties
- Write effective, scalable and reusable code
- Participate in system design and architecture discussions
- Collaborate with Product Owner to identify optimal ways to implement new features & product enhancements.
- Coordinate with internal teams to understand user requirements and provide technical solutions.
- Create UI mock-ups and transform them into quality product features consistent with the Product Owner’s vision.
Frontend Web Developer
- Minimum 2 year of work experience as a frontend developer
- Minimum 2 year experience in React.JS.
- Must have Experience working in a Typescript codebase
- Experience with Leaflet.JS, Google Maps API, or Geospatial projects are a "Nice to Have"
- Exposure to deck.gl is “Good to Have”.
- Proficiency with HTML, CSS, JavaScript and jQuery
- Must have Experience collaborating in a team environment
Soft Skills
- An analytical bent of mind
- Good time management skills
- Curiosity for learning
- Creative vision
- Team spirit and good problem-solving skills
Hiring Process
Below is our hiring process for this position. We will reach out or send a rejection notice to most candidates within 1-5 business days of applying. Sociometrik promises to value your time and professionalism in every step of the process.
- Quick Screening
- Interview with Technical Lead
- Final Interview with Leadership
Location-Bangalore/chennai
np- 30 days
Job Description:
MySQL - DBA L3 Support
# 7 -10 years of experience in MySQL, handled multiple versions & flavors of MySQL servers both for standalone & enterprise version, Data center and VM/Cloud setup.
# Strong database Configuration and troubleshooting / problem solving skills.
# Strong knowledge of database backup and recovery concepts and practices.
# Enabling disabling scheduled Jobs on MySQL Server
# Work with Dev and DevOps engineers to ensure that all needed data is gathered and provided to them for any performance issues
# Experience in managing both on-prem DB as well as VM / cloud based DBs
# Maintenance of backups (perform backups, monitor backup, report obsolete backups)
# Maintenance of user access (creating user accounts, dropping user accounts, granting privileges)
# Maintenance of log and trace files (remove, initialize, archive them)
# Knowledge on SQL scripts
# Managing Database administration includes Daily health checks, Database tuning, Query optimization & Backup & Replication
# Experience in alert configurations using existing alerting tools or scripts










