11+ Infrastructure management Jobs in Mumbai | Infrastructure management Job openings in Mumbai

Key Responsibilities

• Lead and inspire high-performing engineering teams to build and scale highly reliable, secure and responsive architecture for all LoveLocal products

• Build highly Scalable platforms using Python, ReactJS, NodeJS, Kafka, Distributed Caching, SQL and No SQL Databases

• Take full ownership of the people related aspects of the Engineering team engagement, recruiting, retention, compensation, promotions, individual performance management and organizational structure

• Should be actively involved in hunting and recruiting new talent

• Manage the engineering pipeline at all levels from planning the product implementation with the developers, distributing and managing work of the engineering team and ensure code quality across products and services

• Should continuously plan and build for increasing scale of the product and ensure full hygiene of the tech infrastructure and code sanity

• Should be the primary point of contact of functional heads for all tech dependencies

• Take ownership of overall tech budget, reviewing expenses and planning for future costs

• Work closely with CTO and Product Head on the Tech roadmap of the organisation

• Become an integral part of the core team and be strongly aligned with the mission and values of the company

Main Qualifications

• 8+ years of experience in Software Development with end-end implementation of products (Preferably in a product driven organisation)

• Minimum 3 years of experience leading a team of at least 15 developers, either as an EM or a Tech Lead

• Should have worked in a well scaled and fast paced working environment (Startups beyond Series B or a major tech organisation)

• Comfortable handling multiple competing priorities in a fast-paced environment.

• Well versed with cloud computing and infrastructure management AWS / GCP

• Has worked extensively on designing and implementing Microservices architecture

• Should have experience working with NoSQL data stores such as MongoDb, Cassandra, HBase, DynamoDB, etc.

• Should have experience working with Big Data streaming services such as Kinesis, Kafka, RabbitMQ etc

• Should be highly skilled in Python and have solid exposure to JavaScript

• Should have solid exposure to Web development and have had familiarity working with Android and IOS engineers

• Excellent understanding of software engineering practices and Design Patterns

• A Bachelors or Masters in Computer Science or equivalent engineering degree from top engineering institutes. 

Machine Learning/ NLP Engineers

Mumbai, India

WHO WE ARE:

TIFIN is a fintech platform backed by industry leaders including JP Morgan, Morningstar, Broadridge, Hamilton Lane, Franklin Templeton, Motive Partners and a who’s who of the financial service industry. We are creating engaging wealth experiences to better financial lives through AI and investment intelligence-powered personalization. We are working to change the world of wealth in ways that personalization has changed the world of movies, music and more but with the added responsibility of delivering better wealth outcomes.

We use design and behavioral thinking to enable engaging experiences through software and application programming interfaces (APIs). We use investment science and intelligence to build algorithmic engines inside the software and APIs to enable better investor outcomes.

In a world where every individual is unique, we match them to financial advice and investments with a recognition of their distinct needs and goals across our investment marketplace and our advice and planning divisions.

OUR VALUES: Go with your GUT

● Grow at the Edge. We are driven by personal growth. We get out of our comfort zone and keep egos aside to find our genius zones. With self-awareness and integrity we strive to be the best we can possibly be. No excuses.

●Understanding through Listening and Speaking the Truth. We value transparency. We communicate with radical candor, authenticity and precision to create a shared understanding. We challenge, but once a decision is made, commit fully.

●I Win for Teamwin. We believe in staying within our genius zones to succeed and we take full ownership of our work. We inspire each other with our energy and attitude. We fly in formation to win together.

Responsibilities:  

• Drive the research and innovation in a result-oriented direction. 
• Stay up to date with the latest research trends, have a high level of curiosity and keep exploring advancements in NLU and their applications in conversational AI. 
• Mentor other team members during the experimentation phase and help them narrow down the inconclusive direction. 
• Come up with ideas to improve NLU capabilities using transfer learning from historical conversational data. 
• Benchmark the prototype on Data to gain the required precision. 
• Perform in-depth analysis of failure points of the algorithm on different environments. 
• Foresee data requirements for future research projects and come up with innovative approaches for data generation. 
• Scale models for multiple domains with the help of DevOps, backend and frontend teams. 
• Publish and present successful research in relevant journals and conferences. 

Requirements: 

• Experience with training and fine-tuning machine learning models on large text datasets. 
• Strong computer science fundamentals and 3+ years of software development experience. 
• Track record of thinking big and finding simple solutions while dealing with ambiguity. 
• Proven experience as a Natural Language Processing Engineer or other similar roles. 
• Good understanding of Natural Language Processing tricks and techniques for semantic extraction, data structure, and modelling. 
• Understanding of text representation techniques, algorithms, and statistics Familiarity with R language, Python, and Java. 
• Good knowledge of Machine Learning frameworks such as eras, PyTorch, etc. 
• Ability to code and design software architectures. 
• Problem-solving abilities, communication skills, and analytical mind.
• Proven and successful experience on at least one of the projects amongst information retrieval, machine comprehension, entity recognition, text classification, semantic frame parsing or machine translation. 
• Relevant publications, patents or talks delivered at reputed conferences are a bonus. ∙

Work Ex: 4+ years

BENEFITS PACKAGE:

TIFIN offers a competitive benefits package that includes:

·         Performance Linked variable compensation.

·         Medical insurance

·         Tax-saving benefits

·         Flexible PTO policy and Company-paid holidays

·         Parental Leave: 6 months paid maternity,

2 weeks paid paternity Leave

A note on location. While we have team centres in Boulder, New York City, San Francisco, Charlotte, and Bangalore, this role is based out of Mumbai.  

TIFIN is proud to be an equal-opportunity workplace and values the multitude of talents and perspectives that a diverse workforce brings. All qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status.

Day in the life...

As a machine learning engineer at Neysa, you would be required to

- Collaborate with network engineers and IT teams to identify network-related challenges and areas where ML can provide solutions. Understand the specific network remediation problems that need to be addressed.

- Develop ML-based models and algorithms specific to issues that affect computer networks, for example, congestion, security threats and human errors.

- Be comfortable handling multiple types and data sources and then pre-process and clean them for modelling purposes. 

- Develop machine learning models that analyse networking data to predict (and possibly prevent) issues, detect anomalies or optimise performance. Choose the right approach for each, such as deep learning, reinforcement learning, or traditional statistical methods. 

- Train and evaluate the efficacy of your models, create performance metrics to assess robustness and effectiveness, and use feedback loops to make course corrections.

- Design solutions that can scale to handle large network environments efficiently. This typically means optimising execution latency and resource usage.  

- Integrate your model to work with running and maintaining a network. These could be with other machines, human operators, or both. 

- Document your design, architecture and your thought process. Work with the technical writers to make sure your message gets through.

- Stay updated with all that is changing in AI and ML.

Must have skills

- You should have expertise in machine learning algorithms, data processing, and model development. It would be best to have proficiency in associated frameworks such as TensorFlow, PyTorch or scikit-learn.

- You should understand how computer networks work, how they are used, how they fail, and what happens if they fail.

- You should be proficient in programming languages like Python, R, Go, LISP, etc. It would help if you also were very useful with old-school shell scripting. 

- Experience with data processing tools like Hadoop, Spark or Kafka. 

- An above-average understanding of Linux and operating systems in general.

What separates the best from the rest

ML and AI are continuously evolving, and so is understanding how these technologies can be applied to solve real-world problems. To do your best, you may also need to

- Conceptualise ways to map new problems to existing methodologies or create new ones.

- Be prepared to iterate, reiterate and then iterate your approach.

- Be able to interact with subject matter experts in multiple fields to identify potential use cases for machine learning.

What you can expect

An environment where you can do your best work...

- The best equipment that complements your talents

- The best tools in the business for you to bring your creations to life

- A great environment

- Flexible work hours and flexible work locations

- The opportunity to make your mark and shape the future

- And have fun...

Lifespark is looking for individuals with a passion for impacting real lives through technology. Lifespark is one of the most promising startups in the Assistive Tech space in India, and has been honoured with several National and International awards. Our mission is to create seamless, persistent and affordable healthcare solutions. If you are someone who is driven to make a real impact in this world, we are your people.

Lifespark is currently building solutions for Parkinson’s Disease, and we are looking for a ML lead to join our growing team. You will be working directly with the founders on high impact problems in the Neurology domain. You will be solving some of the most fundamental and exciting challenges in the industry and will have the ability to see your insights turned into real products every day

Essential experience and requirements:

1. Advanced knowledge in the domains of computer vision, deep learning

2. Solid understand of Statistical / Computational concepts like Hypothesis Testing, Statistical Inference, Design of Experiments and production level ML system design

3. Experienced with proper project workflow

4. Good at collating multiple datasets (potentially from different sources)

5. Good understanding of setting up production level data pipelines

6. Ability to independently develop and deploy ML systems to various platforms (local and cloud)

7. Fundamentally strong with time-series data analysis, cleaning, featurization and visualisation

8. Fundamental understanding of model and system explainability

9. Proactive at constantly unlearning and relearning

10. Documentation ninja - can understand others documentation as well as create good documentation

Responsibilities :

1. Develop and deploy ML based systems built upon healthcare data in the Neurological domain

2. Maintain deployed systems and upgrade them through online learning

3. Develop and deploy advanced online data pipelines

The Role:

As an ML Engineer at TIFIN, you will be responsible for driving research and innovation in a result-oriented direction. Your role will involve staying updated on the latest research trends and exploring advancements in Natural Language Understanding (NLU) and their applications in conversational AI. You will also play a mentoring role and contribute to improving NLU capabilities using transfer learning from historical conversational data.

Requirements:

• Experience with training and fine-tuning machine learning models on large text datasets.
• Strong computer science fundamentals and at least 3 years of software development experience.
• Track record of thinking big and finding simple solutions while dealing with ambiguity.
• Proven experience as a Natural Language Processing Engineer or in similar roles.
• Good understanding of NLP tricks and techniques for semantic extraction, data structure, and modeling.
• Familiarity with text representation techniques, algorithms, and statistics.
• Knowledge of programming languages such as R, Python, and Java.
• Proficiency in Machine Learning frameworks like TensorFlow, PyTorch, etc.
• Ability to design software architectures and solve complex problems.
• Strong analytical and problem-solving skills.
• Experience in projects related to information retrieval, machine comprehension, entity recognition, text classification, semantic frame parsing, or machine translation is a plus.
• Publications, patents, or conference talks in relevant fields are a bonus.

Note: This is an “Equity-linked Founding Member Role”. We are targeting a $100Bn+ Addressable Market (D2C e-commerce) enabling tremendous wealth creation for founding team members.

__________________________________________________________

What’s your favorite chocolate? Something from the house of Cadbury’s, Nestle or Amul? But did you know there are more than 100 Indian D2C Brands that have launched more than 1000 variants of Bars and Chocolates?
In Fact, there are more than 10,000 Indian D2C brands that have launched lakhs of exciting new-age products across Food, Beverage, Beauty and Wellness!

Want to try them for free? That’s good enough a reason to Signup on Blingg https://blingg.app.link/install">Here.

But how about we enable the discovery of these exciting D2C Brands and their products to millions of Indian consumers…well that’s what we are aiming to do.

About Blingg: 

Blingg is India’s first D2C Trials Membership at just Rs.99 built for urban millennials. Blingg delivers a customized box of products from new DTC brands for you to sample across Food, Beverage, Beauty, Personal Care and Wellness.

We are a team of 6 but our goal is singular - to democratize discovery and user acquisition for d2c brands. We are revolutionizing e-commerce in India, one BlinggBox at a time, you can hop on board and make it a whole lot better with your passion, skills and experience.

About the Role: 

For a product that brings two worlds together, Users and D2C Brands, the need for a seamless, robust and enticing experience is the key. That’s where you and your technical experience and expertise come in. Our hunt is for a techie at heart, who has done this before and has built an app/platform which is both simple and intuitive.

We are revolutionizing e-commerce, one BlinggBox at a time, you can hop on board and make it a whole lot better with your skills and experience.

Technical Requirements:

->3 - 6 years of proven working experience in Core Flutter + Android + iOS development and deep proficiency with MySQL, Linux and JavaScript or similar languages.

->Hands on Experience with Firebase, AWS, RDMS, Git

->Relevant Backend experience: Nodejs, Postgres/MySQL Or Algorithms

->Experience with third-party libraries and APIs

->Hands-on engineering experience with modern software stacks, cloud-based platforms, and high-stakes infrastructure.

-> Previous experience of work in early-stage startups is highly preferred.

-> Demonstrated ability to work independently and make decisions with minimal supervision.

What Will You Do?

->Taking responsibility for the overall planning, execution, and success of product releases.
->Taking responsibility for the complete architecture of the product ->Driving the adoption of best practices & leading code reviews, design reviews, and architecture
->Experiment with new & relevant technologies and tools, and drive adoption while measuring yourself on the impact you can create
->Implementation of long-term technology vision for Blingg

What’s in it for you?

• Once in a lifetime opportunity to Build, Manage, Lead and Blitzscale D2C Commerce
• We are targeting a $100Bn+ Addressable Market (D2C e-commerce) enabling tremendous wealth creation for founding team members.

• Super Attractive ESOPs+ Salary

Roles and Responsibility :

- This position requires you to lead and manage the whole engineering team.

- Manage your OKRs, contribute to product strategy and help develop your team.

- Create clear career paths for team members and help them grow with regular & deep mentoring.

- You work closely with the Product Management, Business Development, and Operations team and enable them by providing scalable and high-quality technology solutions at a rapid pace.

- Architect & design technically robust, flexible, and scalable solutions.

- Lead multiple modules, third party integrations and business partners integration.

- Taking architectural decisions, defining high level and low level design.

- Track record of bringing in and growing engineering talent and more to be shared via email.

Skills you are expected to have :

- Hands-on experience in advanced Golang, Python, PHP, Reactjs, React Native PWA, Javascript, AWS Cloud Services.

- Deep understanding of technologies, high level design, low level design in a secure, scalable and available set-up.

- Deep understanding & expertise with highly transactional, large relational and complex systems.

- Hands-on experience in system design, architecture or developing distributed systems.

- Should be good in writing code keeping scalability, flexibility and monitoring at center.

- Good understanding of source control tools GIT, Jira and Bitbucket, code reviews etc.

- Preferable experience in Django and Laravel frameworks, but not limited to these only.

- Experience in the development of robust and scalable Rest APIs and APIs testing tools such as postman etc.

- Experience in micro service-based development would be a plus.

- Experience in queuing systems such as rabbitMQ, Active MQ would be a plus.

- Experience in AWS cloud services.

- Experience and understanding of CI/CD pipeline.

- Good analytical and communication skills.

- Candidates from the fintech domain would be preferred (Payments/ Banking/ Wallets/ Insurance/ Financial Markets).

About Us :

- We are a consumer lending fintech start-up on a mission to provide Fair Finance to Everyone. We have raised $15 million in debt and equity funding from leading angels that have previously backed Ola, Oyo, Myntra, Uniphore and 1mg as well as marquee NBFCs.

- Our loans are originated in partnership with 1000+ merchants who are present in over 80 cities -

- Leading healthcare chains: Indra IVF, Partha Dental, VLCC

- Home improvements: Asian Paints, Design Cafe, @home by Nilkamal

- Education : upGrad, Toppr, Board Infinity, Career Point, Bansal Learning, Miles Education E-Bikes - Ampere, Hero Electric, Lectrix, Benlng

- Our founding team has worked at fintech companies in London where they won a Banking Technology Award for Best Mobile Initiative as well as Indian FinTechs such as Coverfox and Liquiloans.

- The team has extensive experience in credit, investment banking and vendor management. They have graduated from London Business School, Northwestern University (USA), and attained the CFA charter.

Technical skills required: 

• 5+ years building enterprise systems 
• Worked on one or more large scale applications on Python Django
• Good understanding of distributed systems, scalability, and availability with an understanding of the CAP theorem and its implications for real-world distributed systems
• Understanding of distributed systems like Dynamo, HBase, various messaging and queuing systems and understanding of Time, Clocks, and Ordering of Events, rate control, load distribution
• Good knowledge of one or more relational and NoSQL databases and transactions Shrewd focus on latency and throughput of services
• In-depth understanding of concurrency, synchronization, NIO, memory allocation, and GC
• Experience with IaaS clouds like AWS/Google Cloud, Azure, OpenStack etc. 
• Experience in working with Message Brokers and Application Containers
• Ability to detect fraud and risk mitigation

Responsibilities:

• Code reviews, ensuring that the code follows the best technical practices and design patterns
• Follow best technical practices, incorporate emerging solutions, and employ scalable designs that can be easily adopted
• Architect solutions by mapping customer business problems to end-to-end technology solutions
• Experience in working with Agile Methodology
• Regular monitoring and audits of the cloud infrastructure
• Managing System monitoring tools and developing processes for handling crisis situations
• Managing the development team and the support team. Setting processes that will increase the team’s efficiency
• Handling technical and managerial interviews for expansion of the team

Qualification and experience:

• B.E/B.Tech/M.E./M.Tech/M.S.
• 5+ years of experience  working as a full stack engineer with a track record of delivering scalable products
• FinTech experience with Prepaid payment instruments and UPI experience is a big plus
• Machine learning experience would be preferable