Manager - Data Science

at Tredence

Manager - Data Science

Tredence

Company

Home

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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React.js

React Native

We are a startup looking to make a significant difference in the way client and service providers communicate. To meet this end, we are looking for a senior software engineer with very strong technical and problem solving skills, someone who loves to work on hard problems and is great with building scalable solutions. Following Key Skill is Expected : -Minimum 2 Years Experience working with REACT . (Even College Experience Counts) -Should have excellent coding skills and good understanding of MVC frameworks. -Strong conceptual grasp of Front-end web technologies such as ReactJS, HTML, CSS, JavaScript, jQuery etc. -Strong knowledge of hosting web services like AWS, Google Cloud Platform, Digital Ocean etc is beneficial -Should have good knowledge of onsite SEO and visualization technologies -Good design sensibilities to take product from concept to implementation -Deep understanding of OO concepts, Database design, REST APIs & Service design. -Knowledge of HTML5, HTTP, REST, JSON, CSS and JavaScript -Knowledge of agile development and version control tools like GIT Kindly do not apply if you have not already worked on end to end implementation of at least one complex project.

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