Technical Specialist

Job Summary

CTG Tracking ID-RDBSS34 HM Name-52293444 SANOY "AI / ML Developer In a typical day as a Senior/Lead AI / ML Developer, you would:

• Responsible for developing reliable, cost-effective and high-quality software.
• Make design choices and finalize the design for new feature development.
• Owns design, coding, unit/functional testing, integration and documentation activities required based on specific objectives and established project guidelines.
• Contributes to test automation.
• Collaborates and communicates with internal/external stakeholders to provide an insight into progress on various activities.
• Represents the software systems engineering team for all phases of larger and more-complex development projects.
• Provides guidance and mentoring to less- experienced staff members. If you are/have the following Skills: AI / ML Skills:
• Prompt Engineering, DSPy, Meta prompting • Python for Data Science, Pandas, Numpy, Flask, fastapi,streamlit, Gradio, scrapy, seaborn, mermaid, pdfminer, • Azure Document Intelligence, Azure Copilot Studio, AWSBedrock, GCP, Vertex • SQL / NOSQL databases • Technical approaches: Predictive analytics/Regression/Classification/Time series • Algorithms: Linear Regression/Logistic Regression/SVM/Gradient boosting/Neuralnetworks/CNN’s • Data Processing: Data preprocessing/Data wrangling/Feature Engineering • Technology: Python/R/Tensorflow/Kearas/Scikit-learn/Pytorch • Knowledge Graphs • RAG, Advanced RAG, Llama Index, Lang Chain, Haystack,llamaparse • Vector Databases, Embeddings, TFIDF, BM25, Elasticsearch • Programming languages: Strong Python (plus Bash, SQL, sometimes Go) • ML frameworks: Tensor Flow, Py Torch, Scikit-learn • Containerization: Docker for packaging models and dependencies • Orchestration tools: Kubernetes for scaling deployments • Model Deployment & Monitoring • Serving models: Using FastAPI, Tensor Flow Serving, KServe, Torch Serve • Monitoring performance: Prometheus, Grafana for observability • Data & concept drift detection: Identifying changes in data distribution over time • Extensive experience with Java, J2EE technologies and scripting languages • Strong design and development experience in Core Java (Multi-Threading, Algorithms, Data Structures,) • Experience with telecom BSS/OSS software and good exposure to relevant standards, technology and open sources • Very good knowledge of Object-oriented Analysis & Design (OOAD) and Design Patterns • Good working knowledge of java network programming • Good knowledge of Web Services (REST/SOAP/HTTP), XML, JMX, JDBC, JMS, LDAP, Java Security etc • Working knowledge of databases like Oracle, MySQL • Experience with Virtualization and cloud technologies • Good grasp of industry best practices in enterprise-class software development and agile methodology • Excellent written and oral communication skills • Ability to analyze and research issues, self-motivated, self- starte

Key Responsibilities

1. To architect| design and develop (through Team) solution for product/project & sustenance delivery

2. To support as an SME

3. To ensure knowledge up-gradation and work with new technologies so that the solution is current and meets quality standards and the client requirements

4. To train and develop team so as to ensure that there is an adequate supply of trained manpower in the said technology and deliver risks are mitigated

5. To gather specifications and deliver solutions to the client organization based on understanding of a domain or technology

6. To review project deliverables.

7. To recommend client value creation initiatives and implement industry best practices (on specific technology/product)

Skill Requirements

AI/ML

Other Requirements

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