Principal Data Scientist: at contract intelligence platform · Pune · 12 - 20 years · ₹50L - ₹100L / yr · Posted 2 Jun 2021
Data Science
Machine Learning (ML)
Python- Partners with business stakeholders to translate business objectives into clearly defined analytical projects.
- Identify opportunities for text analytics and NLP to enhance the core product platform, select the best machine learning techniques for the specific business problem and then build the models that solve the problem.
- Own the end-end process, from recognizing the problem to implementing the solution.
- Define the variables and their inter-relationships and extract the data from our data repositories, leveraging infrastructure including Cloud computing solutions and relational database environments.
- Build predictive models that are accurate and robust and that help our customers to utilize the core platform to the maximum extent.
Skills and Qualification
- 12 to 15 yrs of experience.
- An advanced degree in predictive analytics, machine learning, artificial intelligence; or a degree in programming and significant experience with text analytics/NLP. He shall have a strong background in machine learning (unsupervised and supervised techniques). In particular, excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, logistic regression, MLPs, RNNs, etc.
- Experience with text mining, parsing, and classification using state-of-the-art techniques.
- Experience with information retrieval, Natural Language Processing, Natural Language
- Understanding and Neural Language Modeling.
- Ability to evaluate the quality of ML models and to define the right performance metrics for models in accordance with the requirements of the core platform.
- Experience in the Python data science ecosystem: Pandas, NumPy, SciPy, sci-kit-learn, NLTK, Gensim, etc.
- Excellent verbal and written communication skills, particularly possessing the ability to share technical results and recommendations to both technical and non-technical audiences.
- Ability to perform high-level work both independently and collaboratively as a project member or leader on multiple projects.
Shubham Vishwakarma
Full Stack Developer - Averlon
Similar jobs (10)
Store Manager
Aparel Fashion Industry
Age : Upto 30
Good Communication
Hyderabad/Trichy
Store Managemet,Store Operation
Flutter
iOS App Development🚀 Hiring: Flutter Tech Lead
⭐ Experience: 7+ Years
📍 Location: Bangalore
⭐ Work Mode:- Hybrid
⏱️ Notice Period: Immediate Joiners
(Only immediate joiners & candidates serving notice period)
We’re looking for a passionate and experienced Flutter Tech Lead to join our team and drive the development of scalable, high-performance multi-platform applications across Desktop, iOS, and Android.
🔹 Key Responsibilities:
✅Design, develop, and architect scalable multi-platform applications using Flutter
✅Translate business requirements into robust technical solutions
✅Ensure application performance, security, scalability, and reliability
✅Review code, user stories, and UX designs for technical feasibility
✅Break down complex requirements into actionable development tasks
🔹 Requirements:
✅7–9 years of overall software development experience
✅Strong hands-on experience in Flutter (Mobile + Desktop)
✅Minimum 2 years of team leadership and mentoring experience
✅Solid understanding of software development lifecycle (SDLC)
✅Experience with Agile methodologies and CI/CD pipelines
🔹 Must-Have Skills:
✅ Flutter Development (Mobile + Desktop)
✅ Team Leadership & Technical Mentoring
✅ Scalable Application Architecture
Python
Amazon Web Services (AWS)Job Details
- Job Title: Lead I - Data Engineering (Python, AWS Glue, Pyspark, Terraform)
- Industry: Global digital transformation solutions provider
- Domain - Information technology (IT)
- Experience Required: 5-7 years
- Employment Type: Full Time
- Job Location: Hyderabad
- CTC Range: Best in Industry
Job Description
Data Engineer with AWS, Python, Glue, Terraform, Step function and Spark
Skills: Python, AWS Glue, Pyspark, Terraform - All are mandatory
******
Notice period - 0 to 15 days only
Job stability is mandatory
Location: Hyderabad
NodeJS (Node.js)
MongoDB
ExpressWe are looking for Sr. Node Js Developer
Experience - 3-5 years
Location - Ahmedabad, Gujarat. (Work from Office)
5 Days working
Should have good communication skills.
Requirements:
•API Development
• Mongodb or Firebase
•Designing and developing user interfaces using Angular OR JavaScript MV-VM/MVC frameworks
•Good understanding of AJAX and JavaScript, TypeScript Dom manipulation Techniques
•Experience with RESTful services
•Expert in any one of the modern JavaScript MV-VM/MVC frameworks (AngularJS, JQuery, ReactJS)
•Knowledge of Node.js, Express and frameworks available for it
•Understanding the nature of asynchronous programming and its quirks and workarounds
MongoDBJD - MongoDB Engineer
- Collection creation, access method tuning, sharding implementation, index creation, and debugging query execution to obtain top database performance.
- Execute DB upgrades on time
- Configuration of MongoDB instances, Schema and MongoDB modelling
- Table design, index utilisation, design indexing strategies , query plan analysis and Optimise performance issues
- Comprehend and translate business requirements into technical specifications and build elegant, efficient, and scalable solutions based on specifications
- Implement appropriate indexes (B-Tree, Geospatial, Text) for performance improvement
- Implement Mongo Management Service for automating a variety of tasks, including backup/recovery and performance management
- Recommend and implement best practices for Rest API integration framework/model
- Develop MongoDB and API prototypes and proofs of concept
- Implement optimal backup and recovery and assist developers in detecting performance problems using MMS and Mongo Profiler
- Work closely with the development teams to implement new features and enhancements and the maintenance and support of existing applications in production
- Automate routine DB operations with scripting
- Configure, monitor, and deploy replica sets and upgrade databases through patches
- Keep clear documentation of the database setup and architecture and plan procedures for backup in case of a data loss
- Ensure that the databases achieve maximum performance and availability
- Create roles and users and set their permissions and mentor staff on MongoDB best practices
- Write procedures for backup and disaster recovery
Vue.js
AngularJS (1.x)
Angular (2+)
React.js
JavascriptMachine Learning (ML)Python
Deep Learning- Participate in full machine learning Lifecycle including data collection, cleaning, preprocessing to training models, and deploying them to Production.
- Discover data sources, get access to them, ingest them, clean them up, and make them “machine learning ready”.
- Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
- Partner with data scientists to understand and implement machine learning algorithms.
- Support A/B tests, gather data, perform analysis, draw conclusions on the impact of your models.
- Work cross-functionally with product managers, data scientists, and product engineers, and communicate results to peers and leaders.
- Mentor junior team members
Who we have in mind:
- Graduate in Computer Science or related field, or equivalent practical experience.
- 4+ years of experience in software engineering with 2+ years of direct experience in the machine learning field.
- Proficiency with SQL, Python, Spark, and basic libraries such as Scikit-learn, NumPy, Pandas.
- Familiarity with deep learning frameworks such as TensorFlow or Keras
- Experience with Computer Vision (OpenCV), NLP frameworks (NLTK, SpaCY, BERT).
- Basic knowledge of machine learning techniques (i.e. classification, regression, and clustering).
- Understand machine learning principles (training, validation, etc.)
- Strong hands-on knowledge of data query and data processing tools (i.e. SQL)
- Software engineering fundamentals: version control systems (i.e. Git, Github) and workflows, and ability to write production-ready code.
- Experience deploying highly scalable software supporting millions or more users
- Experience building applications on cloud (AWS or Azure)
- Experience working in scrum teams with Agile tools like JIRA
- Strong oral and written communication skills. Ability to explain complex concepts and technical material to non-technical users
Experience: 6+ years
Location: Pune
Lead/support implementation of core cloud components and document critical design and configuration details to support enterprise cloud initiatives. The Cloud Infrastructure Lead will be primarily responsible for utilizing technical skills to coordinate enhancements and deployment efforts and to provide insight and recommendations for implementing client solutions. Leads will work closely with Customer, Cloud Architect, other Cloud teams and other functions.
Job Requirements:
- Experience in Cloud Foundation setup from the hierarchy of Organization to individual services
- Experience in Cloud Virtual Network, VPN Gateways, Tunneling, Cloud Load Balancing, Cloud Interconnect, Cloud DNS
- Experience working with scalable networking technologies such as Load Balancers/Firewalls and web standards (REST APIs, web security mechanisms)
- Experience working with Identity and access management (MFA, SSO, AD Connect, App Registrations, Service Principals)
- Familiarity with standard IT security practices such as encryption, certificates and key management.
- Experience in Deploying and maintaining Applications on Kubernetes
- Must have worked on one or more configuration tools such an Terraform, Ansible, PowerShell DSC
- Experience on Cloud Storage services including MS SQL DB, Tables, Files etc
- Experience on Cloud Monitoring and Alerts mechanism
- Well versed with Governance and Cloud best practices for Security and Cost optimization
- Experience in one or more of the following: Shell scripting, PowerShell, Python or Ruby.
- Experience with Unix/Linux operating systems internals and administration (e.g., filesystems, system calls) or networking (e.g., TCP/IP, routing, network topologies and hardware, SDN)
- Should have strong knowledge of Cloud billing and understand costing of different cloud services
- Prior professional experience in IT Strategy, IT Business Management, Cloud & Infrastructure, or Systems Engineering
Preferred
- Compute: Infrastructure, Platform Sizing, Consolidation, Tiered and Virtualized Storage, Automated Provisioning, Rationalization, Infrastructure Cost Reduction, Thin Provisioning
- Experience with Operating systems and Software
- Sound background with Networking and Security
- Experience with Open Source: Sizing and Performance Analyses, Selection and Implementation, Platform Design and Selection
- Experience with Infrastructure-Based Processes: Monitoring, Capacity Planning, Facilities Management, Performance Tuning, Asset Management, Disaster Recovery, Data Center support
About Us!
A global Leader in the Data Warehouse Migration and Modernization to the Cloud, we empower businesses by migrating their Data/Workload/ETL/Analytics to the Cloud by leveraging Automation.
We have expertise in transforming legacy Teradata, Oracle, Hadoop, Netezza, Vertica, Greenplum along with ETLs like Informatica, Datastage, AbInitio & others, to cloud-based data warehousing with other capabilities in data engineering, advanced analytics solutions, data management, data lake and cloud optimization.
Datametica is a key partner of the major cloud service providers - Google, Microsoft, Amazon, Snowflake.
We have our own products!
Eagle – Data warehouse Assessment & Migration Planning Product
Raven – Automated Workload Conversion Product
Pelican - Automated Data Validation Product, which helps automate and accelerate data migration to the cloud.
Why join us!
Datametica is a place to innovate, bring new ideas to live and learn new things. We believe in building a culture of innovation, growth and belonging. Our people and their dedication over these years are the key factors in achieving our success.
Benefits we Provide!
Working with Highly Technical and Passionate, mission-driven people
Subsidized Meals & Snacks
Flexible Schedule
Approachable leadership
Access to various learning tools and programs
Pet Friendly
Certification Reimbursement Policy
Check out more about us on our website below!
www.datametica.com
JavaZycus is looking for a passionate Technical Lead with a strong background in software engineering to build highly scalable applications that will be used by our millions of users globally. Candidates with experience working on Spring, Hibernate, Microservices, Angular/react, JMS/Rabbit MQ/Kafka, AWS Cloud and are passionate about building a product are encouraged to apply. Zycus is a Global leader and a pioneer in cognitive procurement software. Our clients are among the fortune 500 companies. We build enterprise AI procurement software product using some of the latest technologies.
In this role, you will work in developing a product which is not only recognized by Gartner as one of the top Source To Pay procurement software but is also industry's only organically-built & integrated source-to-pay suite.
Role and Responsibilities:
- Strong coding & development experience of about 9-14 years.
- Modern technology stack: Cloud, Machine Learning, Artificial Intelligence, Microservices etc.
- Experience working on Spring, Spring Boot, Hibernate, Microservices, Angular/react, JMS/Rabbit MQ/Kafka, AWS Cloud.
- Should be able to build solution which is easily scalable, high speed/ real-time performance, configurable, deploy-able and secure in SaaS environment using any open source tech stack.
- Build features and modules from scratch & Maintain existing features and modules.
- Should be able to identify, track and mitigate risks to the product.
- Ability to work independently.
Requirements
- 9-14 year's experience in Java, J2EE and associated technologies(Spring, Hibernate, Web Services, Micro Services)
- Technical Skills: Core Java, Advanced Java, J2EE, Exception handling, Collections, Oops, UML, Oracle, Jenkins, Maven & Linux
- Should be able to build solutions which is easily configurable, deploy able and secure in SaaS environment.
- Must have worked spring boot Extensively.
- Strong hands on development experience in Java, J2EE.
- Ability to lead and mentor a team of 2-3 developers.
- Should be able to identify, track and mitigate risks to the product.
- Responsible for planning product iterations & releasing iterations on schedule.
What should you have:
- Product development experience in agile environment will be a big plus though not mandatory.
- Highly Tech Savvy and hands-on.
- Strong evidence of a solution/product created ground up.
Product Development:
- Has in-depth knowledge on technology and end to end development processes.
- Has the ability to recommend new processes/alternatives to meet Product Development requirements and rolling them out.
Leadership Abilities:
- Should be able to optimize & effectively manage resources and time of the team members.
- Should be able to identify, track and mitigate risks to the product
- Should not hesitate to carry out healthy and constructive confrontation with team members, peers and managers for the benefit of Product.
Benefits
Five Reasons Why You Should Join Zycus
1. Cloud Product Company: We are a Cloud SaaS Company and our products are created by using the latest technologies like ML and AI. Our UI is in Angular JS and we are developing our mobile apps using React.
2. A Market Leader: Zycus is recognized by Gartner (world’s leading market research analyst) as a Leader in Procurement Software Suites.
3. Move between Roles: We believe that change leads to growth and therefore we allow our employees to shift careers and move to different roles and functions within the organization
4. Get a Global Exposure: You get to work and deal with our global customers.
5. Create an Impact: Zycus gives you the environment to create an impact on the product and transform your ideas into reality. Even our junior engineers get the opportunity to work on different product features.
About Us
Zycus is a pioneer in Cognitive Procurement software and has been a trusted partner of choice for large global enterprises for two decades. Zycus has been consistently recognized by Gartner, Forrester, and other analysts for its Source to Pay integrated suite. Zycus powers its S2P software with the revolutionary Merlin AI Suite. Merlin AI takes over the tactical tasks and empowers procurement and AP officers to focus on strategic projects; offers data-driven actionable insights for quicker and smarter decisions, and its conversational AI offers a B2C type user-experience to the end-users.
Zycus helps enterprises drive real savings, reduce risks, and boost compliance, and its seamless, intuitive, and easy-to-use user interface ensures high adoption and value across the organization.
Start your #CognitiveProcurement journey with us, as you are #MeantforMore
Javascript
jQuery
Bootstrap
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon