Product Manager

Review Criteria

• Strong Data Scientist/Machine Learnings/ AI Engineer Profile
• 2+ years of hands-on experience as a Data Scientist or Machine Learning Engineer building ML models
• Strong expertise in Python with the ability to implement classical ML algorithms including linear regression, logistic regression, decision trees, gradient boosting, etc.
• Hands-on experience in minimum 2+ usecaseds out of recommendation systems, image data, fraud/risk detection, price modelling, propensity models
• Strong exposure to NLP, including text generation or text classification (Text G), embeddings, similarity models, user profiling, and feature extraction from unstructured text
• Experience productionizing ML models through APIs/CI/CD/Docker and working on AWS or GCP environments
• Preferred (Company) – Must be from product companies

Job Specific Criteria

• CV Attachment is mandatory
• What's your current company?
• Which use cases you have hands on experience?
• Are you ok for Mumbai location (if candidate is from outside Mumbai)?
• Reason for change (if candidate has been in current company for less than 1 year)?
• Reason for hike (if greater than 25%)?

Role & Responsibilities

• 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

Ideal Candidate

• 2–5 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.

Job Title: BIM Manager

Job Summary:

We are seeking an experienced BIM Manager with 5 to 6 years of expertise in Building Information Modeling (BIM) for interiors and facades. As a key member of our team, you will play a crucial role in managing and leading BIM initiatives related to interior design and facade systems. You will be responsible for overseeing BIM projects, coordinating with multidisciplinary teams, and ensuring the successful execution of BIM processes and standards.

Key Responsibilities:

· BIM Management: Lead and manage BIM projects related to interior design and facade systems. Establish and enforce BIM standards, protocols, and best practices.

· Collaboration: Work closely with architects, interior designers, facade engineers, and other stakeholders to coordinate BIM activities, facilitate multidisciplinary collaboration, and resolve conflicts.

· BIM Modeling: Create and oversee the development of detailed 3D BIM models for interiors and facade systems using Autodesk Revit and other relevant software.

· Quality Control: Ensure the accuracy, consistency, and quality of BIM models, drawings, and documentation throughout the project lifecycle.

· Project Delivery: Manage the delivery of BIM content, drawings, and models in accordance with project milestones and deadlines.

· Training and Development: Mentor and train junior BIM modelers on BIM best practices and standards, with a focus on interiors and facades.

· Research and Innovation: Stay current with BIM trends, technologies, and emerging industry standards related to interiors and facades. Implement innovative solutions to improve efficiency and productivity.

· Integration: Foster BIM integration with other project management systems and software platforms, such as BIM 360, Dynamo or similar cloud-based collaboration tools.

· Documentation: Prepare and review BIM documentation, such as BIM execution plans, project execution plans, and BIM project workflows.

· Problem Solving: Identify and address challenges related to BIM coordination, modeling, and data exchange, and implement solutions to improve project outcomes.

Qualifications:

· Bachelor's degree in architecture

· 5 to 6 years of professional experience in BIM modeling with a strong focus on interiors and facades.

· Proficiency in Autodesk Revit, including experience with family and parameter creation.

· Strong understanding of BIM principles, standards, and workflows.

· Excellent communication and collaboration skills to work effectively with cross-functional teams.

· Leadership and project management skills to oversee BIM projects from initiation to completion.

· Familiarity with software applications such as AutoCAD, Dynamo and BIM 360 is a plus.

· Certifications in BIM or Revit are advantageous.

Who we are : 

At Twin, we specialize in Meter Mix Dispensing, Automotive Fluid Filling, and Robotic Dispensing. With over 30 years of industry leadership, we design cutting-edge machines that make manufacturing smarter and more efficient.

We are looking for a Service Engineer to join our team. If you enjoy problem-solving, working with high-tech machines, and helping customers get the best out of their equipment, this could be the perfect opportunity for you.

But, what you’ll be doing?

We are seeking a highly motivated Junior/Trainee Design Engineer to join our team. This role is ideal for fresh graduates or professionals with up to 2 years of experience who are eager to learn and grow in the field of design engineering.

Key Responsibilities:

• Assist in designing and developing mechanical components, assemblies, and systems.
• Work with CAD software (Solid Edge, SolidWorks, AutoCAD, BricsCAD, etc.) to create 2D/3D models and technical drawings.
• Conduct design calculations, feasibility studies, and material selection.
• Collaborate with senior engineers to modify and optimize designs for manufacturability and performance.
• Support prototype development and testing.
• Prepare documentation, reports, and presentations related to design projects.
• Stay updated with industry trends, design standards, and emerging technologies.

Requirements:

• Education: Bachelor’s or Master’s degree in Mechanical Engineering, Design, or Mechatronics (1st Class Preferred).
• Experience: 0-2 years in a design engineering role (internships/training experience considered).

Technical Skills:

• Proficiency in CAD software like Solid Edge, SolidWorks, AutoCAD, BricsCAD, etc.
• Strong understanding of mechanics, materials science, and thermodynamics.

Soft Skills:

• Excellent problem-solving, analytical abilities, and attention to detail.
• Strong communication and teamwork skills.
• Willingness to learn and take on new challenges.

Why Join Us?

• Opportunity to work on real-world projects and develop technical expertise.
• Hands-on training and mentorship from experienced engineers.
• Career growth and development opportunities in a supportive environment.

If you are a passionate and driven individual looking to build a career in design engineering, we encourage you to apply!

Ready to Apply?

If you’re interested in working with cutting-edge technology and helping customers succeed, we’d love to hear from you. Apply now and take the next step in your career with us.

About the company

We is building digital first, health coaches for elective health concerns working toward one mission: To help Indians lead more fulfilling lives surrounded by wellness and grace.

Elective health has been a large latent gap in India with the knowledge & support for issues which warrants a consumer first approach in building digitally native full stake health coaches to provide integrated care (products & services) and engagement (content & community to build healthy habits).

Started in May 2020, Man Matters is now the largest Men’s health platform, serving more than 1M Men every year across therapeutic areas of Hair Loss and Nutrition. Started in May 2021, Be Bodywise is the largest integrated Women’s Health platform serving more than 1M women a year in the areas of PCOS, Hair & Skin Health. Started in May 2022, Little Joys helps parents to reduce the anxiety around physical and mental development of their kids.

Job Description:

We are looking to hire a seasoned manager to lead our social media charter for our flagship brands Man Matters and Be Bodywise. The incumbent would report to the Head of Content, and own the strategy, planning, workflow management and metrics for the brand’s social media handles. If you are someone who understands the pulse of digital and social communities; if you live and breathe the latest on people, trends and brands on social media; if you are an original thinker looking to create a distinct voice, then this is just the gig for you.

Core Responsibilities:

• Help shape the social media strategy aligning brand positioning, marketing goals and a clear read on the target audience.

• Create monthly social media calendars and leverage topical days to build on the brand’s presence across different social media channels.

• Create original content ideas and IPs to strengthen engagement and base size.

• Create a one-of-a-kind community around the brand’s core message by fostering conversations and

engagement.

• Monitor and measure key metrics for the social pages.

• Monitor and measure brand reputation and presences through social listening. This would also entail

ensuring consistency of brand voice and brand persona.

• Build and enforce a crisis management module for any kind of direct negative publicity.

Requirements:

• 5 to 6 years of working in content creation and/or social media, with at least 2 years as a team lead.

• Having worked with digital-first consumer brands (either in a in-house team or agency).

• Thorough knowledge of social platforms, analytics and tools.

• Original thinker with a fresh perspective.

Job Responsibilities

✓ Perform the role of Technical Lead on assigned projects to drive solution design (especially backend) and API services development.

✓ Be the thought leader and champion for above mentioned technologies.

✓ Drive technical analysis for new projects including planning and driving proof-of-concepts, if needed.

✓ Drive tasks related to backend development by providing architectural and technical leadership to mid-tier and database developers.

✓ Conduct peer reviews as the lead into Git to confirmed that developed code meets acceptable standards and guidelines.

✓ Work closely with the rest of the leads, mid-tier development, front-end developers, database developers, etc. to ensure end-to-end integrity of the solution being developed.

✓ Work closely with the rest of the tech leads and senior engineering leadership team to ensure reuse where applicable to increase productivity and throughput.

✓ Conduct technical interview to staff open positions in the backend team.

✓ Delegate work and assignments to team members

✓ Collaborate with their team to identify and fix technical problems

✓ Analyze users' needs and then finding applications to serve them

✓ Drive assigned tasks related to SOC 2 certification and ensure compliance to defined controls for areas under lead’s purview.

✓ Guiding their team through technical issues and challenges

✓ Prepare Technical design documents which would help the team to understand the technical flow

✓ Active participation in customer calls especially discussions related to Technical/Architectural and provide inputs.

Required Experience: 

✓ Backend Lead around 14 years of experience

✓ Server less Computing Architecture

✓ NodeJS, MySQL, Jenkins, Python, GitLab Technologies

✓ Good knowledge of AWS Cloud

✓ Full cycle AWS implementation experience

✓ Project experience in development and maintenance support for AWS web service and Cloudbased implementations

✓ Experience leading teams of up to 10 + professionals

Ability to manage multiple tasks and projects in a fast-moving environment 

Educational Qualifications: 

Engineering graduate or B. Tech/MCA with relevant major subjects like Computer Science

• Strong experience of Angular 2+ and above along with other technologies like HTML5, CSS, jQuery, AJAX with good knowledge of ECMA Scripts.
• Strong knowledge of JS Fundamentals.
• Design & development of Angular applications as per desired specifications, along with experience in frameworks/libraries like jQuery, Bootstrap, Typescript etc.
• Architecture design, development, testing and maintenance of Web Apps, Implementation based on Angular Application MVC Patterns.
• Own end to end product modules/features (from the requirement to going live)- Design & code review, troubleshoot & help team members on issues.
• Gather requirements by interacting directly with the end-users.
• Research on open source framework/technology required for developing the feature/application.

• 3+ years of SDE work experience from Product based companies
• Experience in Java, Spring Boot, MySQL, Kafka, Hbase, AWS
  • Experience in Multi threading, distributed systems, Best practices of coding, scaling

We are seeking a lead Python Developer to lead the backend efforts and, in the process design, develop, and deploy its customer centric applications.

The person will have the opportunity to design and build an early stage, rapidly evolving platform from scratch and carry out these primary responsibilities -

Optimize components for maximum performance across multiple devices and browsers

Write performant REST APIs for both internal and external consumption

Build micro services and their deployment process

Work with problems of scale, leveraging technologies that are distributed in nature.

Perform code reviews

Required qualifications and must have skills

Excellent analytical and problem-solving skills

Proven-deep-expertise with Python programming (4+ years of hands-on experience in Python and backend development)

Building performant and scalable applications from scratch

Experience in working with frameworks like Django, Flask, etc.

Experience with building APIs and services using REST, SOAP, etc.

Experience with any RDBMS and strong SQL knowledge

Comfortable with Unix / Linux command line

Object-oriented concepts & design patterns

Sytem and database desinging skills

Nice to have Skills

Knowledge of other programming languages beyond Python

Familiarity with managing infrastructure on AWS/GCloud

Experience with working with/building data analytics pipleline

Familiarity with NoSQL databases

Good understanding of Docker and container platforms like Mesos and Kubernetes

Security-first architecture approach

Application benchmarking and optimization

Interpersonal Attributes

You are driven by the impact your work creates

You can answer the why behind any technological choice you make

You can work independently as well as part of a team