Finance Controller

AuxoAI is seeking a Senior Applied Scientist to design and deploy structured knowledge systems that enable reliable, schema-grounded AI and agent reasoning.

This role sits at the intersection of large language models, knowledge graphs, semantic architectures, and hybrid retrieval systems. The ideal candidate will build systems that transform unstructured data into structured knowledge representations, enforce semantic constraints, and enable hybrid symbolic–neural reasoning in production environments.

You will play a key role in designing scalable semantic infrastructures that support advanced AI use cases such as GraphRAG pipelines, structured extraction, and agent reasoning workflows.

You will work on problems where existing architectures may not be sufficient and will experiment with new approaches that combine machine learning, knowledge graphs, semantic constraints, and classical AI techniques to build reliable, production-grade systems.

Location - Mumbai/Bangalore/Hyderabad/Gurgaon (Hybrid - 3 Days a week in Office)

Responsibilities:

• Design schema-guided information extraction systems using zero-shot and few-shot structured prompting, constrained decoding approaches such as JSON schema enforcement or grammar-based decoding, and function-calling or tool-driven extraction techniques.
• Develop recursive or multi-stage extraction pipelines capable of handling nested entities, hierarchical structures, and cross-document relationships.
• Build ontology-driven systems using frameworks such as LinkML, OWL, SHACL, or similar schema modeling tools, and implement knowledge representations using RDF triples or labeled property graphs.
• Design and optimize entity resolution algorithms using techniques such as blocking strategies, embedding similarity, and rule-based matching.
• Develop ontology alignment techniques and graph embedding models such as Node2Vec or TransE-style approaches where appropriate.
• Design hybrid retrieval architectures combining dense vector retrieval, sparse retrieval techniques, and graph traversal algorithms such as BFS, DFS, path ranking, and neighborhood expansion.
• Build validation systems that enforce schema conformance, detect semantic inconsistencies, and reduce hallucinated or invalid structured outputs.
• Integrate structured knowledge systems into GraphRAG pipelines, agent planning frameworks, and tool-selection workflows.
• Deliver production-grade semantic systems with clear targets for latency, scalability, reliability, and data integrity.

Requirements

• 5+ years of experience building production AI or machine learning systems.
• Strong experience designing and implementing knowledge graphs or ontology-driven architectures.
• Hands-on experience implementing structured extraction techniques, including grammar-constrained decoding, JSON schema enforcement, or AST-style parsing approaches.
• Experience building entity resolution systems beyond simple embedding similarity methods.
• Experience working with graph query languages such as SPARQL or Cypher and optimizing graph query performance.
• Familiarity with RDF, OWL, or property graph data models and semantic data architectures.
• Strong Python engineering skills, with emphasis on data validation, schema integrity, and system reliability.
• Experience designing hybrid symbolic and neural AI systems.

Nice to Have:

• Experience implementing graph algorithms such as PageRank, community detection, or shortest-path algorithms for reasoning chains.
• Experience building graph-enhanced retrieval systems such as GraphRAG.
• Experience designing compositional semantic extraction pipelines.
• Experience implementing reasoning engines or rule-based inference systems.
• Experience benchmarking and evaluating structural extraction accuracy and consistency.

50%   Solution Definition, Confirmation, and Development

•   In depth knowledge of SAP IBP solution development in multiple modules (DP/SP/IO) with an ability to support solution deployment considering best practices

•   Ability to drive the business need discussions and mapping the requirements to SAP IBP system and design the process

•   Key contact for the vendor partners of IBP application

•   Support end-to-end application architecture integrity and the functional relationship across multiple projects and applications 

•   Identifies key integration requirements to other solutions, understands the end-to-end flow of data, and ensures the integrity of data as it moves across the solution landscape

•   Develops conceptual designs and solution blueprints

•   Provides support and consultation for detailed design, deployment, testing and production support.

•   Responsible for maintaining solution integrity through the course of the project including controlling scope, managing solutions for change requests and clarifying solution capabilities during all delivery phases

•   Acts as part of the broader Cargill Architecture community to define and execute architecture processes.

•   Partners with the Center-Led Portfolio Solution Architect(s) to understand the application architecture for all capabilities within the OSC portfolio (meaning the application portfolio, key APIs, transactions, etc.) and the associated roadmap 

•   Ensures region application architecture aligns with portfolio architecture and Enterprise Architecture standards/principles

30%   Business Partnership

•   Work with regional BRMs and businesses to establish clear connections between business goals and strategies and the process, data, and technology investments required to achieve them.

•   Collaborate with internal teams and external stakeholders to resolve issues, troubleshoot errors, and optimize performance

•   Responsible for the definition of the architecture and technology opportunities of the application based on new and emerging technologies. Independently establish priorities and strategies, ensuring they are consistent with business goals and economic viability.

20%   IT Innovation & Delivery

•   Drives improvement of architecture methodologies and services. Supports implementation, improvements, and proper utilization of architecture tools. Ensures the quality of architecture assets, and keeps them up-to-date. Develops and maintains architecture metrics. 

•   Continuous Improvement: Stay abreast of SAP IBP enhancements, upgrades, and new features. Proactively propose and implement improvements to existing processes leveraging new functionalities.

•   Maintain knowledge of industry trends and utilize this knowledge to educate both IT and the business on opportunities to build better target architectures that support and drive business decisions.

•   Assist in the design of new testing methods and resolves routine and non-routine technical issues with minimal assistance. With minimal guidance, monitors systems capacity and performance.

Company Profile:

                                                                    App Innovation Technologies is leader in Mobile and Web based solutions development. With our extensive knowledge of this industry, our customers receive the edge needed to make their projects a true success. Our team of developers, analysts, designers, testers and project managers will complete projects on time to the agreed specifications with Mobile,  Social, Cloud and Analytic’s expertise.

We also provide a caravan of web-based products and Software services.  AIT is a reputed web/Software development company with its headquarters based at Coimbatore, India. We have a creative team of skilled professionals who have in depth knowledge in various technologies including open source technologies and Microsoft technologies to service our valuable clients. Please visit our website http://www.aitechindia.com">www.aitechindia.com for more details.

Job Description:

                                 We are looking for a React Native developer interested in building performant mobile apps on both the iOS and Android platforms. You will be responsible for architecting and building these applications, as well as coordinating with the teams responsible for other layers of the product infrastructure. Building a product is a highly collaborative effort, and as such, a strong team player with a commitment

The ideal candidate will be familiar with the full software design life cycle. They should have experience in designing, coding, testing and consistently managing applications They should be comfortable coding in a number of languages and have an ability to test code in order to maintain high-quality code

Responsibilities

• Design, code, test and manage various applications
• Collaborate with engineering team and product team to establish best products
• Follow outlined standards of quality related to code and systems
• Develop automated tests and conduct performance tuning

• Having around 8+ years of Experience in IT industry in Software Development.
• Sound knowledge in Core Java
• Having work experience in SDN/NFV, Orchestration
• Having work experience in Open source and Open Flow Controller(SDN).
• Experience in Aglie methodology.
• Good Knowledge on MySQL ,Postgresql or any Timeseries DB,Kafka, Zookeeper
• Good Knowledge on ONOS, ODL (OpenDaylight) OpenKilda,Mininet.
• Having work experience in MVT/MVC architecture.
• Having good knowledge networks, devices, service modeling and automation in systems.
• Having work experience on API & JSON implémentation.
• Knowledge in OpenStack,Ansible, Shellscript, Chef, Puppet,
• Good Understanding of Software Development (i.e. SDLC)
• Good team player enthusiastic and quick learner
• Good interpersonal skill, commitment, result oriented with a quest and learn new technologies and understanding challenging tasks
• Knowledge in AWS, AZURE Cloud

• Understanding learner’s career-related aspirations, concerns, and uncertainties throughout the consultation process
• Reviewing a learner's personal and educational background and how these might influence their prospective job-related choices
• Explain the gaps if any, between Aspiration Vs Ability of potential learners
• Informing learners about potential shortcomings in their skill sets and devising strategies to remedy these through appropriate learning solutions
• Proposing career-related options that are based on your insights about market, employability, career, salaries and growth.
• Walking learners through the process of compiling and restructuring their options and taking the best decision for themselves
• Guiding learners through the completion of aptitude, personality, and other related tests.
• Scoring learner’s responses to the tests and other questions, and discussing with them about the results of these.To efficiently carry out your daily responsibility, as a Career Counselor, you will,
  • Constantly research and analyze current employment trends in IT industry
  • Constantly research and analyze current market trends in emerging technologies
  • Adhere to process specifications as guided by your supervisor and training team
  • Comply with the organization’s policies and procedures
  • Manage your performance to achieve your committed goals
  • Develop positive working relationship with all colleagues - management, supervisors, co-counsellors, all support team members

   

  You are a good fit for this role, if you can/have,

  • Demonstrate history of performance through target achievements
  • Track record of meeting targets & commitments
  • Displaying excellent judgement & interpersonal skills
  • Showcase your knowledge about ever-changing trends across all dominant industries
  • Demonstrate Resilience and emotional balance
  • Top-notch investigative, assessment, and communication skills
  • Self-learner and invested in self-development
  • Hobbies that wake you up early even on week-offs