Machine Learning Solution Architect
Pune, HybridWe are the most trusted provider of data collection and management, marketing program management, and analytical solutions for our Crop and Animal Health industry clients.With data services at the core—surrounded by an extensible array of streamlined software solutions—our unified platform represents over three decades of innovation and expertise in the agriculture, crop protection, specialty chemical and animal health industries.Backed by an entrepreneurial, creative and energetic work force, teammates at AGDATA are pushing the boundaries of technology to enhance our relationships with our clients.We are a growing team, focused on adding creative, knowledgeable individuals who are ready to jump right in and make an immediate impact.
- 30+ years of experience in the Crop and Animal Health industry
- More than 20 billion USD sales are processed annually
- Over 2,15,000 payments issued via marketing programs yearly
Visit us on www.agdata.comMore about us here: https://vimeo.com/347063684
What’s the role?
As an ML Solution Architect, you will play a pivotal role in designing and implementing enterprise-grade AI/ML solutions that align with business objectives and technology strategy. This is a Senior position requiring a blend of technical depth, architectural vision, and business acumen. You will define frameworks, guide engineering teams, and ensure scalability, security, and compliance across ML deployments.
In this role, you will have the opportunity to…
- Architect end-to-end AI/ML solutions including data pipelines, model deployment, cloud-native integrations, and enterprise-grade infrastructure.
- Lead technical design reviews, mentor engineering teams, and evaluate new AI/ML technologies (LLMs, RAG, AutoML).
- Drive POCs and convert prototypes into production-grade models using TensorFlow, PyTorch, LangChain, and modern cloud platforms (AWS, GCP, Azure).
- Develop APIs and microservices enabling seamless integration of AI capabilities into products.
- Implement strong MLOps practices—CI/CD for ML, automated retraining, model performance monitoring, and governance.
- Partner with data engineering to ensure robust pipelines, high-quality data, lineage, and feature engineering standards.
- Collaborate with product, engineering, consulting partners, and business stakeholders to align solutions with strategic goals.
- Advocate for responsible AI practices, explainability, ethical deployment, and build reusable frameworks/architectures.
Qualifications Required…
- Experience: 15+ years of development experience, with at least 7+ years in AI/ML and 4+ Years in ML solution architecture.
- Strong experience with enterprise architecture frameworks, design patterns, cloud‑native architectures, and modern integration approaches.
- Proven ability to design, build, and deploy systems using diverse model types (language, vision, traditional ML) and the supporting infrastructure.
- Skilled across multiple programming languages, major cloud platforms (AWS/GCP/Azure), and architectural modelling tools.
- Background in consulting or prior roles with cloud providers (AWS/GCP), or a senior ML engineer/solution architect who has grown into a broader architectural role.
Technical Expertise
- AI/ML Tools: TensorFlow, PyTorch, Scikit-Learn, Keras, H2O, LLMs, RAG.
- Cloud Platforms: AWS, Azure, GCP with strong knowledge of cloud-native ML services.
- MLOps: CI/CD for ML, Docker, Kubernetes, MLflow, Kubeflow.
- Data Engineering: ETL pipelines, big data frameworks (Spark, Hadoop).
- Programming: Python, SQL; familiarity with API development and microservices.
How AGDATA Will Support You
Supporting your health & well-being:
- Comprehensive medical coverage – up to INR 7.5 lakh for employee and dependents, including parents.
- OPD benefit – coverage of up to INR 15 thousand covering expenses across specialties.
- Paternity leaves up to 14 working days with the option to split leave.
Emphasizing work life balance:
Flexible hybrid work policy
Experiencing a work culture that promotes from within:
In 2023, 13% of our associates were promoted internally.
Being comfortable in the office:
Coming into our brand-new office space? Free snacks and top-class facilities will be available for you.We seek out and reward people who are adaptable, accountable, collaborative and curious. We want our teammates to reflect the diversity of the communities in which we operate. We welcome people as they are, creating an inclusive culture where all forms of diversity are seen as a real value for the company. We’re looking for people with a passion for success and who are looking to GROW!AGDATA is proud to offer equal employment opportunities. If you have a disability or special need that requires accommodation at any time during the recruitment process, please let us know.
