11+ Predictive modelling Jobs in Hyderabad | Predictive modelling Job openings in Hyderabad

At Livello we building machine-learning-based demand forecasting tools as well as computer-vision-based multi-camera product recognition solutions that detects people and products to track the inserted/removed items on shelves based on the hand movement of users. We are building models to determine real-time inventory levels, user behaviour as well as predicting how much of each product needs to be reordered so that the right products are delivered to the right locations at the right time, to fulfil customer demand.

Responsibilities

• Lead the CV and DS Team
• Work in the area of Computer Vision and Machine Learning, with focus on product (primarily food) and people recognition (position, movement, age, gender, DSGVO compliant).
• Your work will include formulation and development of a Machine Learning models to solve the underlying problem.
• You help build our smart supply chain system, keep up to date with the latest algorithmic improvements in forecasting and predictive areas, challenge the status quo
• Statistical data modelling and machine learning research.
• Conceptualize, implement and evaluate algorithmic solutions for supply forecasting, inventory optimization, predicting sales, and automating business processes
• Conduct applied research to model complex dependencies, statistical inference and predictive modelling
• Technological conception, design and implementation of new features
• Quality assurance of the software through planning, creation and execution of tests
• Work with a cross-functional team to define, build, test, and deploy applications

Requirements:

• Master/PHD in Mathematics, Statistics, Engineering, Econometrics, Computer Science or any related fields.
• 3-4 years of experience with computer vision and data science.
• Relevant Data Science experience, deep technical background in applied data science (machine learning algorithms, statistical analysis, predictive modelling, forecasting, Bayesian methods, optimization techniques).
• Experience building production-quality and well-engineered Computer Vision and Data Science products.
• Experience in image processing, algorithms and neural networks.
• Knowledge of the tools, libraries and cloud services for Data Science. Ideally Google Cloud Platform
• Solid Python engineering skills and experience with Python, Tensorflow, Docker
• Cooperative and independent work, analytical mindset, and willingness to take responsibility
• Fluency in English, both written and spoken.

About the role

Applix is seeking a highly skilled Data Engineer (Power BI) to join our Hyderabad office on a full-time, work-from-office basis. In this role, you will work directly with Caterpillar’s global analytics and GCIO BI Services teams to design, develop, and maintain enterprise-grade Power BI reports, dashboards, scorecards, and advanced data visualizations. You will operate as a member of a Project/Scrum team within Caterpillar’s technology environment, engaging with business partners and internal support teams to provide data visualization development services for a wide variety of projects and business needs.

The ideal candidate combines deep Power BI expertise with strong backend data engineering skills, and can champion BI COE standards while partnering closely with data scientists, business analysts, and IT professionals across Caterpillar’s global operations. A minimum 5-hour daily overlap with US Central Time is required to ensure seamless collaboration with onshore stakeholders and end users.

Key responsibilities

• Design and develop enterprise-grade Power BI dashboards, reports, and scorecards aligned to business needs.
• Implement BI COE standards, governance, security (RLS), and best practices across BI tools and environments.
• Build and optimize data models, DAX calculations, SQL queries, and data transformation pipelines.
• Enhance performance using aggregation, incremental refresh, storage modes, and query optimization techniques.
• Collaborate with business stakeholders, data engineers, and data scientists to deliver actionable insights.
• Support documentation, training, troubleshooting, and continuous improvement initiatives.
• Drive advanced analytics adoption, CI/CD practices, and mentor junior team members.

Requires Qualifications

• Bachelor’s or Master’s degree in Computer Science, Information Technology, Data Science, Industrial Engineering, or a related field.
• 3+ years of hands-on experience in Power BI development, including reports, dashboards, enterprise scorecards, and paginated reports.
• Expert-level proficiency in Power BI Desktop, Power BI Service, Power BI Report Server, and Power BI Report Builder.
• Expert working knowledge of DAX, Power Query (M language), and data modeling best practices (star schema, snowflake schema, dimensional modeling).
• Strong backend skills with SQL Server, Azure SQL Database, Azure Synapse Analytics, or Snowflake – including writing complex T-SQL queries, stored procedures, CTEs, and window functions.
• 3+ years of experience in relational database design, data modeling, and structured query language (SQL).
• Hands-on experience with Azure Data Factory (ADF), Azure Data Lake, or similar ETL/ELT tools.
• Experience working in Agile/Scrum methodology, with tools like Azure DevOps, Jira, or ServiceNow.

Caterpillar-Specific Experience (Strongly Preferred)

• Prior experience within Caterpillar’s BI ecosystem, GCIO BI Services, and governance frameworks.
• Familiarity with multi-tool BI environments (Power BI, Tableau, ThoughtSpot, Cognos, BOBJ).
• Exposure to Caterpillar’s Azure cloud infrastructure, data lakes, and enterprise platforms.
• Understanding of BI COE standards, data governance, naming conventions, and security protocols.
• Domain experience in manufacturing, heavy equipment, construction, or mining industries.
• Experience managing complex, enterprise-grade BI applications integrating multiple data sources.

Preferred Qualifications

• Microsoft PL-300 certification or equivalent.
• Experience with Microsoft Fabric, Azure Databricks, Snowflake/Snowpark.
• Working knowledge of Python or R for advanced analytics.
• Experience with Microsoft Power Platform (Power Apps, Power Automate).
• Knowledge of SSAS Tabular models and XMLA endpoints.
• Experience implementing CI/CD for Power BI using Azure DevOps.
• Familiarity with ETL tools (SnapLogic, SSIS).
• Prior consulting or client-facing delivery experience.

What we offer

• Opportunity to work on high-impact analytics projects for Caterpillar Inc. - a Fortune 100 global leader with $67B+ in annual revenue.
• Direct engagement with Caterpillar’s GCIO BI Services organization and US-based leadership teams.
• Collaborative, innovation-driven work culture at Applix’s Hyderabad office with a team focused on enterprise BI excellence.
• Competitive compensation and benefits package aligned with market standards.
• Career growth with exposure to cutting-edge Microsoft data technologies, Snowflake, and enterprise-scale BI solutions.
• Learning and development support, including Microsoft certification sponsorship (PL-300, DP-500, etc.).
• Opportunity to contribute to Caterpillar’s BI Centre of Excellence standards and shape analytics best practices.

CORE RESPONSIBILITIES

• Create and manage cloud resources in AWS 
• Data ingestion from different data sources which exposes data using different technologies, such as: RDBMS, REST HTTP API, flat files, Streams, and Time series data based on various proprietary systems. Implement data ingestion and processing with the help of Big Data technologies 
• Data processing/transformation using various technologies such as Spark and Cloud Services. You will need to understand your part of business logic and implement it using the language supported by the base data platform 
• Develop automated data quality check to make sure right data enters the platform and verifying the results of the calculations 
• Develop an infrastructure to collect, transform, combine and publish/distribute customer data.
• Define process improvement opportunities to optimize data collection, insights and displays.
• Ensure data and results are accessible, scalable, efficient, accurate, complete and flexible 
• Identify and interpret trends and patterns from complex data sets 
• Construct a framework utilizing data visualization tools and techniques to present consolidated analytical and actionable results to relevant stakeholders. 
• Key participant in regular Scrum ceremonies with the agile teams  
• Proficient at developing queries, writing reports and presenting findings 
• Mentor junior members and bring best industry practices 

QUALIFICATIONS

• 5-7+ years’ experience as data engineer in consumer finance or equivalent industry (consumer loans, collections, servicing, optional product, and insurance sales) 
• Strong background in math, statistics, computer science, data science or related discipline
• Advanced knowledge one of language: Java, Scala, Python, C# 
• Production experience with: HDFS, YARN, Hive, Spark, Kafka, Oozie / Airflow, Amazon Web Services (AWS), Docker / Kubernetes, Snowflake  
• Proficient with
• Data mining/programming tools (e.g. SAS, SQL, R, Python)
• Database technologies (e.g. PostgreSQL, Redshift, Snowflake. and Greenplum)
• Data visualization (e.g. Tableau, Looker, MicroStrategy)
• Comfortable learning about and deploying new technologies and tools. 
• Organizational skills and the ability to handle multiple projects and priorities simultaneously and meet established deadlines. 
• Good written and oral communication skills and ability to present results to non-technical audiences 
• Knowledge of business intelligence and analytical tools, technologies and techniques.

Mandatory Requirements 

• Experience in AWS Glue
• Experience in Apache Parquet 
• Proficient in AWS S3 and data lake 
• Knowledge of Snowflake
• Understanding of file-based ingestion best practices.
• Scripting language - Python & pyspark

• Data Scientist with 4+ yrs of experience
• Good working experience in Computer vision and ML engineering
• Strong knowledge of statistical modeling, hypothesis testing, and regression analysis
• Should be developing APIs
• Proficiency in Python, SQL
• Should have Azure knowledge
• Basic knowledge of NLP
• Analytical thinking and problem-solving abilities
• Excellent communication, Strong collaboration skills
• Should be able to work independently
• Attention to detail and commitment to high-quality results
• Adaptability to fast-paced, dynamic environments

We are looking for candidates have 4 to 7 years of professional expertise in the development of .Net Core, Asp.Net, .Net Framework, WebApi applications and angular applications. Also how have experience in 3rd party integrations like payment gateways.

• Experience integrating Third Party SDKs and APIs.
• Should have 3+ Years of Angular Js Work Experience or 3+ Years of Experience Developing the Angular 8/10/12/14/16 Web Applications.
• It's advantageous to be familiar with Angular Application Deployment.
• Working knowledge with Microsoft SQL.
• Understanding of HTML and CSS.a working knowledge of agile approaches.
• Good familiarity with version control tools like TFS and GIT.
• sms integration, image storage
• Strong analytical and problem-solving abilities.

• 0 to 3 years of experience (or equivalent understanding of software engineering)
• Familiar with Javascript/Typescript and React.js
• Familiar with one backend language (Node, Go, Java, Python) and one relational database (any SQL)
• Willingness and interest in learning new tech/processes (Next.js, Angular, IaaS, etc.)

• Should have knowledge in Core PHP and object-oriented programming.
• You will be responsible in developing applications using Laravel/ wordpress/ Codeignitor - preffered (Laravel)
• Responsible for Developing High-Quality Web Applications, Admin dashboards and PHP Scripts, APIs.
• Should be able to Develop, record and maintain cutting edge web-based php applications on portal plus permiium service platforms
• Need to Identify and fix bugs that are found within code.
• Strong knowledge to Interact with SQL databases.
• Must be Creative problem-solving skills with a focus on delivering business value quickly
• Knowledge of MySQL and ability to write/ Maintain complex queries.
• Understanding of object-oriented PHP programming, Jquery and Javascript
• Should have good communication skills

Responsibilities:

• Setup and integrate various APIs
• Dealing with scripts written in different languages (PHP, Node.js, Python, PhantomJS, Ruby)
• Must be an R & D specialist
• Keep up-to-date with advanced concepts
• Adaptable to learn new technologies
• Knowledge on Linux and its commands
• Fast in debugging the code
• Should be a quick learner
• Good at communication

Requirements

• Minimum 3 Years of experience in PHP7
• 1 Year experience in Node.js/Python
• Good work experience in PHP7 
• Strong knowledge in OOPS.
• Proven knowledge on REST and SOAP API integrations 
• Experience in composer installations
• Strong in Javascript and Node.js concepts.
• Good knowledge of MongoDB and MySql
• Knowledge of versioning tools (SVN/GIT)
• Having knowledge on Amazon AWS and Google Cloud Platform is an added advantage
• Having knowledge of elastic search is an added advantage
• Good to have knowledge on p threads

• Experience in at least one of the frameworks   YII / Codeigniter
• Experience in Laravel(Mandatory)
• Good experience in JS, JQuery, AJAX, Angular JS
• Good experience in Html, CSS, Responsive Design.
• Ability to write and consume web services and REST services.
• Knowledge on Developing APIs for Mobile Applications
• Should have excellent communication skill and technical skill
• Extensive OOD (Object-oriented design) / OOP (Object-oriented programming) experience.
• Good knowledge of relational databases (MySQL), version control tools and of developing web services
• Should have good understanding skill and ability to work independently or within a team and lead a team.
• Passion for best design and coding practices and a desire to develop new bold ideas.
• Knowledge of and experience applying design patterns andimplementing industry best practices required.

Good to Have Skills:

• Knowledge on Server Maintenance
• Knowledge on Amazon AWS

• If you fit the above criteria, send your latest resume along with following information duly filled to us immed at appleinformatics(at)yahoo.com   

  1. Total Experience:
  2. Relevant Experience:
  3. Current Job location:
  4. Notice Period:
  5. Reason for change:
  6. Current CTC:
  7. Expected CTC:

           Can join earliest by: