Manager - Data Science

Manager - Data Science at Tredence · Bengaluru (Bangalore), Gurugram, Chennai, Pune · 7 - 10 years · Profitable · Posted 20 Jan 2023

Manager - Data Science

at Tredence

Posted by Sharon Joseph

7 - 10 yrs

Best in industry

Bengaluru (Bangalore), Gurugram, Chennai, Pune

Skills

Data Science

Machine Learning (ML)

Natural Language Processing (NLP)

Computer Vision

Python

recommendation algorithm

Job Summary

As a Data Science Lead, you will manage multiple consulting projects of varying complexity and ensure on-time and on-budget delivery for clients. You will lead a team of data scientists and collaborate across cross-functional groups, while contributing to new business development, supporting strategic business decisions and maintaining & strengthening client base

Work with team to define business requirements, come up with analytical solution and deliver the solution with specific focus on Big Picture to drive robustness of the solution
Work with teams of smart collaborators. Be responsible for their appraisals and career development.
Participate and lead executive presentations with client leadership stakeholders.
Be part of an inclusive and open environment. A culture where making mistakes and learning from them is part of life
See how your work contributes to building an organization and be able to drive Org level initiatives that will challenge and grow your capabilities.

Role & Responsibilities

Serve as expert in Data Science, build framework to develop Production level DS/AI models.
Apply AI research and ML models to accelerate business innovation and solve impactful business problems for our clients.
Lead multiple teams across clients ensuring quality and timely outcomes on all projects.
Lead and manage the onsite-offshore relation, at the same time adding value to the client.
Partner with business and technical stakeholders to translate challenging business problems into state-of-the-art data science solutions.
Build a winning team focused on client success. Help team members build lasting career in data science and create a constant learning/development environment.
Present results, insights, and recommendations to senior management with an emphasis on the business impact.
Build engaging rapport with client leadership through relevant conversations and genuine business recommendations that impact the growth and profitability of the organization.
Lead or contribute to org level initiatives to build the Tredence of tomorrow.

Qualification & Experience

Bachelor's /Master's /PhD degree in a quantitative field (CS, Machine learning, Mathematics, Statistics, Data Science) or equivalent experience.
6-10+ years of experience in data science, building hands-on ML models
Expertise in ML – Regression, Classification, Clustering, Time Series Modeling, Graph Network, Recommender System, Bayesian modeling, Deep learning, Computer Vision, NLP/NLU, Reinforcement learning, Federated Learning, Meta Learning.
Proficient in some or all of the following techniques: Linear & Logistic Regression, Decision Trees, Random Forests, K-Nearest Neighbors, Support Vector Machines ANOVA , Principal Component Analysis, Gradient Boosted Trees, ANN, CNN, RNN, Transformers.
Knowledge of programming languages SQL, Python/ R, Spark.
Expertise in ML frameworks and libraries (TensorFlow, Keras, PyTorch).
Experience with cloud computing services (AWS, GCP or Azure)
Expert in Statistical Modelling & Algorithms E.g. Hypothesis testing, Sample size estimation, A/B testing
Knowledge in Mathematical programming – Linear Programming, Mixed Integer Programming etc , Stochastic Modelling – Markov chains, Monte Carlo, Stochastic Simulation, Queuing Models.
Experience with Optimization Solvers (Gurobi, Cplex) and Algebraic programming Languages(PulP)
Knowledge in GPU code optimization, Spark MLlib Optimization.
Familiarity to deploy and monitor ML models in production, delivering data products to end-users.
Experience with ML CI/CD pipelines.

Job Summary

Work with team to define business requirements, come up with analytical solution and deliver the solution with specific focus on Big Picture to drive robustness of the solution
Work with teams of smart collaborators. Be responsible for their appraisals and career development.
Participate and lead executive presentations with client leadership stakeholders.
Be part of an inclusive and open environment. A culture where making mistakes and learning from them is part of life
See how your work contributes to building an organization and be able to drive Org level initiatives that will challenge and grow your capabilities.

Role & Responsibilities

Serve as expert in Data Science, build framework to develop Production level DS/AI models.
Apply AI research and ML models to accelerate business innovation and solve impactful business problems for our clients.
Lead multiple teams across clients ensuring quality and timely outcomes on all projects.
Lead and manage the onsite-offshore relation, at the same time adding value to the client.
Partner with business and technical stakeholders to translate challenging business problems into state-of-the-art data science solutions.
Build a winning team focused on client success. Help team members build lasting career in data science and create a constant learning/development environment.
Present results, insights, and recommendations to senior management with an emphasis on the business impact.
Build engaging rapport with client leadership through relevant conversations and genuine business recommendations that impact the growth and profitability of the organization.
Lead or contribute to org level initiatives to build the Tredence of tomorrow.

Qualification & Experience

Bachelor's /Master's /PhD degree in a quantitative field (CS, Machine learning, Mathematics, Statistics, Data Science) or equivalent experience.
6-10+ years of experience in data science, building hands-on ML models
Expertise in ML – Regression, Classification, Clustering, Time Series Modeling, Graph Network, Recommender System, Bayesian modeling, Deep learning, Computer Vision, NLP/NLU, Reinforcement learning, Federated Learning, Meta Learning.
Proficient in some or all of the following techniques: Linear & Logistic Regression, Decision Trees, Random Forests, K-Nearest Neighbors, Support Vector Machines ANOVA , Principal Component Analysis, Gradient Boosted Trees, ANN, CNN, RNN, Transformers.
Knowledge of programming languages SQL, Python/ R, Spark.
Expertise in ML frameworks and libraries (TensorFlow, Keras, PyTorch).
Experience with cloud computing services (AWS, GCP or Azure)
Expert in Statistical Modelling & Algorithms E.g. Hypothesis testing, Sample size estimation, A/B testing
Knowledge in Mathematical programming – Linear Programming, Mixed Integer Programming etc , Stochastic Modelling – Markov chains, Monte Carlo, Stochastic Simulation, Queuing Models.
Experience with Optimization Solvers (Gurobi, Cplex) and Algebraic programming Languages(PulP)
Knowledge in GPU code optimization, Spark MLlib Optimization.
Familiarity to deploy and monitor ML models in production, delivering data products to end-users.
Experience with ML CI/CD pipelines.

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About Tredence

Founded :

2013

Type :

Services

Size :

1000-5000

Stage :

Profitable

About

Tredence is an analytics services and solutions company serving some of the leading Fortune 500 clients & successful track record of delivering business impact

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Job Summary:

Your responsibilities include:

Architect and build performant mobile applications on both iOS and Android platforms using React Native.
Work with squad leaders and other managers to provide technical consultation and assist in defining the scope and sizing of work.
Maintain compliance with standards such as ISO 27001, ISO 13485, and Cyber Essentials that Avegen adheres to.
Lead configuration of our platform HealthMachine™ in line with functional specifications and development of platform modules with a focus on quality and performance.
Write well-documented, clean Javascript/TypeScript code to build reusable components in the platform.
Maintain code, write automated tests and assist DevOps in CI/CD to ensure the product is of the highest quality.
Lead by example in best practices for software design and quality. You will stay current with tools and technologies to seek out the best needed for the job.
Train team members on software design principles and emerging technologies by taking regular engineering workshops.

Requirements

Hands-on experience working in a product company developing consumer-facing mobile apps that are deployed and currently in use in production. He/she must have at least 3 mobile apps live in Apple App Store/Google Play Store.
Proven ability to mentor junior engineers to realize a delivery goal.
Solid attention to detail, problem-solving and analytical skills & excellent troubleshooting skills.
4+ years’ experience working as a mobile developer in React Native.
In-depth understanding of React and its ecosystem with the latest features.
Experience in writing modular, reusable custom JavaScript/TypeScript modules that scale well for high-volume applications.
Strong familiarity with native development tools such as Xcode and Android Studio.
A positive, “can do” attitude who isn’t afraid to lead the complex React Native implementations.
Experience in building mobile apps with intensive server communication (REST APIs, GraphQL, WebSockets etc.).
Self-starter, able to work in a fast-paced, deadline-driven environment with multiple priorities.
Excellent command of version control systems like Git.
Working in Agile/SCRUM methodology, understanding of the application life cycle and experience working on project management tools like Atlassian JIRA.
Good command of the Unix operating system and understanding of cloud computing platforms like AWS, GCP, Azure etc.
Hands-on experience in database technologies including RDBMS and NoSQL and a firm grasp of data models and ER diagrams.
Open source contributions and experience developing your own React Native wrappers for native functionality a plus.

Senior Backend Developer

Hiring for an IT Product Company

Agency job

via Gipfel & Schnell Consultings Pvt Ltd by Suma Latha

Remote only

3 - 5 yrs

₹15L - ₹25L / yr

NodeJS (Node.js)

Responsibilities:

Supporting system design, development, and maintenance
Taking responsibility for personal technical quality standards within the team
Assisting in defining structured practices, especially in source code management, building, and deployment
Optimizing applications for maximum speed and scalability
Taking initiatives to build better and faster solutions to the problems of scale

Requirements:

Experience with NodeJS for at least 3-5 years
Experience with technologies such as Docker, Kubernetes, and AWS
Experience with other programming languages such as Go, Python, and Java
Experience being in a leadership/ mentorship position for 2-3 years
Should have built systems that have scaled to at least ten thousand users
Should have an open mind to learn and experiment with new technologies as our needs change

Responsibilities:

Supporting system design, development, and maintenance
Taking responsibility for personal technical quality standards within the team
Assisting in defining structured practices, especially in source code management, building, and deployment
Optimizing applications for maximum speed and scalability
Taking initiatives to build better and faster solutions to the problems of scale

Requirements:

Experience with NodeJS for at least 3-5 years
Experience with technologies such as Docker, Kubernetes, and AWS
Experience with other programming languages such as Go, Python, and Java
Experience being in a leadership/ mentorship position for 2-3 years
Should have built systems that have scaled to at least ten thousand users
Should have an open mind to learn and experiment with new technologies as our needs change

Senior Architect

at Walmart labs

1 video

6 recruiters

Posted by gowtham dev

Bengaluru (Bangalore)

12 - 19 yrs

₹40L - ₹80L / yr

Java

Architecture

Design patterns

External Title : Senior Architect/ Senior Technical Architect – Java @ Walmart Labs Internal Title : Senior Architect (IN6) Senior Architect @ Walmart Labs, Bangalore. Our Company: We help people around the world save money and live better -- anytime and anywhere -- in retail stores, online and through their mobile devices. Each week, more than 230+ million customers and members visit our 11000+ stores under 69 banners in 27 countries and e-commerce websites in 10 countries. With last fiscal year revenues of approximately $482 billion and 2.2 million employees worldwide, Walmart is simply the largest retail business in the world. @ Walmart Labs in Bangalore, we enable an ecosystem wherein our customers can “save money so they can live better” by using technology for the charter of building brand new platforms and services on latest technology stack to support both our e-commerce and stores businesses worldwide. Our Team The International Markets team contributes to key global ecommerce sites including ASDA (in the UK), Walmart Canada and Walmart Mexico. We work on technologies that intersect a wide variety of business models for grocery, general merchandise and the warehouse format. Our focus is to build a continuous, seamless, omni-channel customer experience across physical stores, ecommerce and mobile commerce, that is unique to Walmart and sets us apart from our competition. Your Opportunity As a part of the Mexico ecommerce initiative, you will have the opportunity to be part of a team that is being built from the ground up to work on 5 different brands including General Merchandise, Grocery, Samsclub, Suprema and Bodega. With over 2500 stores and a vibrant market that is growing at 26% CAGR, Mexico presents a challenging environment where ecommerce growth is fueled by an expected internet penetration increase of 30% and a 20% increase in smartphone adoption by 2020. It is also a uniquely strategic and time sensitive opportunity for Walmart to gain a substantial lead in Mexico over the rest of our competition. Your Responsibility: As Senior Architect for you would be responsible to: 1. Help define and influence the next generation shopping architecture 2. Work very closely with various business and technology stakeholders to drive the execution of multiple technology initiatives 3. Explore new technologies and run POCs that can add to the future technology roadmap for the team 4. Help hire, develop, upskill and mentor a strong team of engineers. 5. Take part in design, architecture and code reviews across different work streams Your Qualifications: • An Engineering Degree - B.E/B.Tech/MS/PhD in any stream – Computer Science preferred. • 10+ years of relevant experience with the following skills o Proven experience in driving architecture, design and development of distributed systems focusing on high scalability, availability and extensibility o Experience in data crunching and deriving business insights using big data/machine learning techniques o Excellent knowledge with architecting distributed scalable systems using big data and NoSQL o Deep knowledge and hands on experience in delivering SOA, cloud and REST Services using Java/JEE, Spring, CXF etc… o Worked across the product development SDLC Our Ideal Candidate Our ideal candidate is an energetic, self-motivated individual focused on solving customer problems. He/She is a responsive team player who can proactively contribute at an individual level. He /she is someone who thrives in a fun, fast-paced, dynamic, startup-like environment.