Data Science
Machine Learning (ML)
PythonJob 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.
Shubham Vishwakarma
Full Stack Developer - Averlon
About Tredence
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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TIFIN is a fintech platform backed by industry leaders including JP Morgan, Morningstar, Broadridge,Hamilton Lane, Franklin T empleton, 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 T eamwin. We believe in staying within our genius zones to succeed and we take full
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● Prototype Development: Build and validate prototypes by designing datasets and performing fine-tuning to demonstrate model feasibility and effectiveness.
● Model Fine-Tuning: Lead the fine-tuning process for large language models, leveraging both open-source solutions (e.g., LORA, LLAMA 2/3) and proprietary models like GPT 3.5/4.0 to address specific business needs.
● Retrieval-Augmented Generation (RAG): Design and optimize advanced RAG systems,implementing efficient methods for chunking, indexing, and managing complex document formats, such as PDFs.
● Agentic Workflows: Develop and apply agentic workflows to create advanced conversation agents tailored for various use cases.
● Prompt Engineering: Craft effective prompts to enhance the performance of large language models, such as GPT-4 and Cloud 3, ensuring solutions align with business objectives.
● Inference Frameworks: Utilize inference frameworks like VAM and advanced pipelines to improve scalability and streamline the deployment of machine learning models.
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● Conversational Experiences: Work with cross-functional teams, including design and product, to craft engaging and personalized conversational AI experiences for end-users.
● Independent Execution: Demonstrate the ability to independently manage projects, deliver features, and achieve outcomes in a dynamic, fast-paced startup environment.
● Data Personalization: Leverage and analyze existing datasets to enhance model performance and create tailored user experiences, fine-tuning models to align with unique business cases.
● Startup Mindset: T ake initiative in setting up workflows, tools, and systems from scratch, showcasing flexibility and adaptability in a growing organization.
● Leadership and Collaboration: Act as a leader and independent contributor, effectively collaborating across diverse teams while managing evolving project priorities.
● Research and Innovation: Drive innovative research aligned with business goals, exploring advancements in Natural Language Understanding (NLU) and conversational AI applications.
● Knowledge Sharing: Publish and present groundbreaking research in top-tier journals and conferences, contributing to the broader scientific community and enhancing organizational credibility.
Requirements:
● 8+ years of experience
● Experience working with LLMs and Generative AI
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● Experience 2+ Years fine tuning models
● Experience using RAG base approaches
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Develop and monitor data pipelines using Kafka.
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Collaborate with cross-functional teams to integrate multiple data sources into a unified reporting platform.
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Document development processes and system configurations.
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Solid experience in Kafka development and monitoring tools.
Good understanding of cloud pipeline architectures and deployment strategies.
Experience working with OpenShift (OCP 4).
Familiarity with Jenkins for CI/CD and automated deployments.
Understanding of cloud deployment platforms (AWS, Azure, or GCP preferred).
Strong analytical and debugging skills.
Ability to learn quickly and adapt to evolving project requirements.
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Experience in financial services or transaction reporting platforms.
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Why Join Us? Competitive salary and performance-based incentives. Opportunity to work with top universities. A dynamic and growth-oriented work environment. If you're passionate about helping students achieve their academic dreams, apply now!
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We are seeking a passionate and detail-oriented Manual and Automation QA Tester to join our growing team. You will play a critical role in ensuring the quality and functionality of our online applications through a combination of manual and automation testing methodologies. In this role, you will be responsible for identifying and reporting bugs, ensuring a seamless user experience, and contributing to the overall success of our platform.
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Roles & Responsibility:
● Develop and execute test plans and test cases to ensure software quality and functionality
● Conduct manual and automated testing, identifying and documenting defects and issues
● Collaborate with developers and other QA team members to identify, reproduce, and resolve defects
● Identify, prioritize, and report defects and issues to the development team
● Develop and maintain automated test scripts to improve testing efficiency
● Perform regression testing to ensure that new features and changes do not negatively impact existing functionality
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Required Technical skills:
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● At least 1 year of experience working in the eCommerce domain
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● Good knowledge in Scrum/Agile methodologies and QA Automation processes in SDLC
● Familiarity with defect & test management tools like ClickUp, Jira, GitLab, and Trello.
● Familiarity with version control tools such as Git, GitHub, and Bitbucket.
● Effective team and subordinate management skills.
● Excellent project time reporting and management capabilities.
● Ability to explain technical matters to non-technical people and propose solutions
● Strong analytical and problem-solving skills with great attention to detail.
● Excellent communication and collaboration skills to work effectively with cross-functional teams.
● Ability to work independently and prioritize tasks to meet project deadlines.
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● Medical Insurance Benefits
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An enthusiastic individual with the following skills. Please do not hesitate to apply if you do not match all of it. We are open to promising candidates who are passionate about their work and are team players.
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- Were responsible for the functional/technical track of a project.
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You will closely work with the Engineering team and support the Product Team of Empuls.
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A wholesome opportunity in a fast-paced environment that will enable you to juggle between concepts, yet maintain the quality of content, interact and share your ideas and have loads of learning while at work. Work with a team of highly talented young professionals and enjoy the comprehensive benefits.
We are
A fast-growing SaaS commerce company based in Bangalore with offices in Delhi, Mumbai, SF, Dubai, Singapore, and Dublin. We have three products in our portfolio: Plum, Empuls and Compass. Works with over 1000 global clients. We help our clients in engaging and motivating their employees, sales teams, channel partners and consumers for better business results.
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Department: Technology and Research
Reports to: Technical Lead
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Sampana Digital (SDPL) (http://www.sampanadigital.com">www.sampanadigital.com) is a digital technology company that provides end-to-end product engineering and digital transformation services. Our engineering services includes web & mobile application development, user experience design, cloud, testing and infrastructure managed services to transform businesses digitally. We also enable enterprises with contextual and personalized two-way multi-channel mobile communications, including SMS, voice, email and PWA technology.
We believe in small teams of smart, committed, and diverse individuals coming together and form a breakthrough insight. We are a team of passionate professionals to craft an unbeatable culture and services.
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You will be part of a talented software team that works on mission-critical applications, and your roles and responsibilities include managing Java/Java EE application development while providing expertise in the full software development lifecycle, from concept and design to testing.
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- Oversee and manage the scope, timeline, and goals forth delivery of working software
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Android DevelopmentJavaAndroid TestingWe at Spiral Dev Apps are looking for a Android Developer who can lead the full project of android app, right from initializing the app from scratch and putting it on the Play store. Can do attitude in startup environment is a must Quality that we look for, You need to find answers on your own without handholding.
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- Time and project management skills, with the capability to prioritize and multitask as
needed.
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon