Jobs
>
Mumbai

    Senior Manager- DS/ML - Mumbai, India - Rebel Foods

    Rebel Foods
    Rebel Foods Mumbai, India

    1 week ago

    Default job background
    Description

    Senior Manager, ML/AI/Data @ REBEL FOODS

    Context:

    Data and its security in today's world is the most important element in driving the decisions for customer experience, business, and everything in general. Most high growth consumer-based internet companies (e.g. Amazon - Retail, Netflix - Entertainment, Uber – Mobility, etc.) have constantly disrupted their respective industries, powered by products with deep ML/AI capability and strong data foundations. The restaurant industry remains the major consumer-centric industry where online penetration, automation and ML-powered products are minuscule. Our goal is simple – to change this current mode of business in the food space.

    Today, with 4500+ virtual / delivery-only internet restaurants in 80+ cities across India, Indonesia, UAE and the UK with 40+ brands (Faasos, Behrouz Biryani, Oven Story pizza, Wendy's etc.), Rebel Foods is the world's largest and fastest growing internet restaurant company.

    Online Food Services (FoodTech) require a strong data backbone across the value chain all the way from sourcing, supply chain, food preparation, food safety, customer ordering experience, payments, delivery and post-delivery. In each of these verticals, there is also tremendous scope for leveraging data science, machine learning and AI capabilities to improve planning accuracy, reduce manual error, ensure product availability, personalize food choices and recommendations and create an overall excellent customer experience that powers the flywheel. While we collaborate with companies like Swiggy, Zomato, Doordash, Gojek, etc. across the world, we solve the customer problems in the food space of all these verticals in an integrated fashion.

    Read more about the Rebel mission:

    How to build 1000 restaurants in 24 months:

    A unique take on Food Tech:

    ML/AI, Data Science and Analytics at Rebel

    We work on many interesting ML, DS, Analytics/Reporting and data engineering use cases at scale which require constant innovation and disruption.

    A few of these are -

    • Personalization - Recommendation Engine, Dynamic pricing/discounting
    • Customer engagement/retention, Campaign Management
    • NLP to improve customer experiences
    • Predictive modelling for inventory, resources, kitchen operations
    • Operating metrics for kitchen machines, resources
    • Vision Computing to do food quality checks, product identification, and safety checks across the kitchens
    • Big data platform to ingest events, transaction data, and behavioural data from millions of consumers

    About the Role:

    We are looking for someone to lead a team of ML/AI scientists, analysts and data engineers to solve the toughest problems in food tech today. The role would require someone who has led similar teams and developed high-quality data, ML and AI solutions at scale. We are looking for a leader to guide an extremely talented pool of scientists and analysts and take their work and research to the next level to power our business. This would be a somewhat hands-on role as well since we are a growing company. The leader would be able to put the right processes in place such that the team is enabled to create high-performance solutions, models and dashboards with minimal issues and downtime. The person should be able to visualize the high-level picture and give direction, while also not being afraid to get their hands dirty and remove roadblocks for team members. This role requires technical expertise in multiple streams of ML/AI, data science, analytics and data engineering along with stakeholder management.

    • Machine Learning/Data Science - Expert-level understanding of Machine learning (regression, classification, random forest, k nearest etc.), Deep Learning (Neural Networks, Tensorflow/Keras etc.), AI, and Statistics. Problem statements would be quite deep now e.g. current forecasting model has been built to improve accuracy from 50 to 80%, now the problem statement would be how to improve forecasting accuracy from 80 to 90%. We expect you to be excellent in writing efficient programs (Python/R/Java, Optimized SQLs, databases etc.) and problem-solving skills.
    • Data Analytics - Expert understanding of data visualization (Reporting/MIS/BI) Tools, SQLs, ETLs. Good understanding of databases and data stores to define the right long-term strategy for data democratization across the org for data-driven decision-making.
    • Data Platform Engineering - Good understanding of big data technologies such as Spark, Hadoop, Teradata, Storage systems, Streaming APIs, and so forth
    • Stakeholder Management - This role will require a high level of stakeholder engagement, including leadership stakeholder management. As the Rebel ML/AI and Data Science team works horizontally, there are many competing priorities. The right prioritization of impactful projects and the ability to manage team bandwidth accordingly is a key skill.
    • ML & Data Evangelization - As an organization, we are also trying to improve overall data, ML and AI fluency among all our verticals, such that stakeholders can proactively identify areas in their business where better data visibility or ML solutions can make a difference and also understand the right way to engage the ML/AI team.

    Last but not least, you will nurture, grow and care for the team in order to deliver path-breaking solutions, as outlined above, for the business in the coming years. You will work closely with the Business, Product and Engineering teams.

    The Rebel Culture

    We believe in empowering and growing people to perform their best at their job functions. We follow an outcome-oriented, fail-fast iterative & collaborative culture to move fast in building tech solutions. Rebel is not a usual workplace. The following slides will give you a sense of our culture, how Rebel conducts itself and who will be the best fit for our company. We suggest you go through it before making up your mind.

    If you find this intriguing, we should meet. Please reach out to with your background and a few lines about why you are interested in this space we are trying to create.

  • DBS Bank

    Data Scientist

    1 day ago

    DBS Bank Mumbai, India

    **Job Purpose**: · - Develop statistical learning models by using AI / ML Techniques · - Identifying the Opportunities for Business growth · - Support business in meeting the Budgets through Analytical Insights · - Communicate results and ideas to key decision makers · **Key Acco ...

  • TVS Motor

    Principal Data Scientist

    3 days ago

    TVS Motor Mumbai, Maharashtra, India

    **Group Company**: TVS Motor Company · **Designation**: Principal Data Scientist (PDS_D&AI - Common Engineering, DPM - CE) · **Office Location**: Electronic City (Territory), Karnataka Koramangala (Territory) · **Position description**: · Need to deliver solutions to production t ...

  • JPMorgan Chase Bank, N.A.

    Model Validation

    9 hours ago

    JPMorgan Chase Bank, N.A. Mumbai, India

    Please refer to our ReEntry Overview page for further information regarding the Program · As part of Risk Management and Compliance, you are at the center of keeping JPMorgan Chase strong and resilient. You help the firm grow its business in a responsible way by anticipating new ...

  • Quantiphi

    Associate Architect

    3 days ago

    Quantiphi Mumbai, India

    While technology is the heart of our business, a global and diverse culture is the heart of our success. We love our people and we take pride in catering them to a culture built on transparency, diversity, integrity, learning and growth. · If working in an environment that encour ...

  • Kotak Securities

    Analytics analytics Member

    3 days ago

    Kotak Securities Mumbai, India

    Job Role: · - Develop AI/ML based solutions for product recommendations, mobile app engagement, client lifecycle management · - Engineer solutions (APIs, micro services) to consume realtime data and deploy realtime ML models · - Produce insights from large volumes of data through ...

  • UBS

    Data Scientist

    1 day ago

    UBS Mumbai, Maharashtra, India

    India · - Information Technology (IT) · - Group Functions · **Job Reference #** · BR · **City** · - Mumbai, Pune · **Job Type** · - Full Time · **Your role** · - We're looking for someone who can: · - turn data into an asset across the organization using visualization and other t ...

  • Ciel HR Services Pvt Ltd

    Storage Administrator

    4 days ago

    Ciel HR Services Pvt Ltd Mumbai, India

    Designation: Storage Administrator · Location: Yantra Tech Park, Thane · Experience: 3+ years · **Salary**: Up to Rs. 15 LPA, as per industry standards · **Desired Competencies (Technical/Behavioural Competency): -** · 1. Good knowledge of Storage Fundamentals. · 2. Hands on expe ...

  • Bloom Consulting Services

    Data Scientist

    2 days ago

    Bloom Consulting Services Mumbai, India

    **Data Scientist ( Job ID : **: · Machine Learning, Artificial Learning, Imeplementation · Mumbai, Aurangabad · Full Time · Experience · ** years** · Offered Salary · ** ** · Notice Period · **Not Disclosed** · Domain - Retail marketing, Telecom, Finance · Skills Required :Techni ...

  • Skillety Technologies

    Sme Data Scientist

    2 days ago

    Skillety Technologies Mumbai, Maharashtra, India

    **Use predictive modelling to increase and optimize power generation, price, cost savings,** · **customer experiences and other business outcomes** · **Experience in statistical modelling, machine learning, probability theory, algorithms. data** · **mining, unstructured data anal ...

  • DS Smith

    Client Services Coordinator

    2 days ago

    DS Smith Mumbai, India

    **Overview**: · **Client Services Coordinator** · TMS Global are a wholly owned subsidiary of DS Smith PLC, a FTSE100 listed multi-national packaging and display manufacturing business. TMS Global specialise in the outsourcing of retail display, print and packaging and are active ...

  • JPMorgan Chase Bank, N.A.

    Data Scientist

    3 days ago

    JPMorgan Chase Bank, N.A. Mumbai, India

    You are a strategic thinker passionate about analyzing and providing solution using Python. You have found the right team. · **Responsibilities**: · - Collaborate on a wide array of product and business problems with a diverse set of cross-functional partners across Finance, Supp ...

  • JPMorgan Chase Bank, N.A.

    Data Scientist Associate Ii

    9 hours ago

    JPMorgan Chase Bank, N.A. Mumbai, India

    **About Us** · JPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase b ...

  • citius tech

    Solution Architect I

    4 days ago

    citius tech Mumbai, Maharashtra, India

    **Location**: · - Mumbai · - Pune · - Chennai · **Educational Qualifications**: · - Engineering Degree - BE/ME/BTech/MTech/BSc/MSc · - Technical certification in multiple technologies is desirable. · - Certifications in AWS, GCP or Azure · - Certifications in Data Science · **Ski ...

  • Microland

    Administrator - Operating System Support

    1 day ago

    Microland Mumbai, India

    Additional details · **Level** · - P2**Requirement location** · - India - Mumbai**Number of Position** · - 1**Employment type** · - ML**Cluster/Group** · - Microland Delivery**Business Unit** · - APAC**Department** · - Data Center - Tech Ops**Job Description**: · Required Skill · ...

  • DS Smith

    Production Support

    4 days ago

    DS Smith Mumbai, India

    **Overview**: · **Production Support** · TMS Global are a wholly owned subsidiary of DS Smith PLC, a FTSE100 listed multi-national packaging and display manufacturing business. TMS Global specialise in the outsourcing of retail display, print and packaging and are active in 97 ma ...

  • Equifax

    Data Scientist

    3 days ago

    Equifax Mumbai, India

    **What you'll do** · Understand client's business requirements in terms of analytical needs and be a part of a High-class delivery team to deliver unparalleled analytical solutions using best in class analytical techniques. · - Ability to understand BFSI business problems and con ...

  • Epicenter Technologies Pvt. Ltd

    Inside Sales Representative

    2 days ago

    Epicenter Technologies Pvt. Ltd Mumbai, India

    **Management skills**: · 1. Exceptional verbal and written English communication skills · 3. Good Team Player · 4. Excellent listening, negotiation and presentation skills · 5. Excellent MS Office skills · **Domain skills**: · 1. Should have good knowledge in latest technologies ...

  • TCG Digital Solutions Pvt. Ltd

    Avp IT Sales

    3 days ago

    TCG Digital Solutions Pvt. Ltd Mumbai, India

    **AVP IT Sales**: · Years of hands-on sales experiences and spent in IT industry. · - Preferably in Analytics/ML/Data Management. · - Strong performance track records. · - Ability to connect at C- Level. · - Strong relationship in BFSI / Manufacturing Domain. · - Base / Joining l ...

  • JPMorgan Chase Bank, N.A.

    Ccb Risk

    2 days ago

    JPMorgan Chase Bank, N.A. Mumbai, India

    As part of Risk Management and Compliance, you are at the center of keeping JPMorgan Chase strong and resilient. You help the firm grow its business in a responsible way by anticipating new and emerging risks, and using your expert judgement to solve real-world challenges that im ...

  • V-Konnect Associates

    Mlro vk22932

    4 days ago

    V-Konnect Associates Mumbai, India

    Reference Code: · - VK22932 · - Job Title: · **MLRO** · - Category: · - Job Description: · - Monitoring transaction pattern of the customer with respect to AML to identify outliers triggering suspicious transactions. · - Anchoring Enhance Due Diligence (EDD) and logical closures ...