Generative ai engineer
2 weeks ago
Location: India (Remote)
About Lingaro:
Lingaro Group is the end-to-end data services partner to global brands and enterprises. We lead our clients through their data journey, from strategy through development to operations and adoption, helping them to realize the full value of their data.
Since 2008, Lingaro has been recognized by clients and global research and advisory firms for innovation, technology excellence, and the consistent delivery of highest-quality data services. Our commitment to data excellence has created an environment that attracts the brightest global data talent to our team.
About DS/AI Competency Center:
Focuses on leveraging data, analytics, and artificial intelligence (AI) technologies to extract insights, build predictive models, and develop AI powered solutions. Utilizes Exploratory Data Analysis, Statistical Modeling and Machine Learning, Model Deployment, and Integration as well as Model Monitoring and Maintenance. Delivers business solutions using multiple AI techniques and tools.
Website:
key duties are:
Building high-performing, scalable, enterprise-grade LLM/AI applications in cloud environment
Working with Data Science teams to implement Generative AI and Machine Learning models into production
Practical and innovative implementations of LLM/ML/AI automation, for scale and efficiency
Design, delivery and management of industrialized processing pipelines
Defining and implementing best practices in Gen AI/ML models life cycle and ML operations/LLM operations
Implementing AI /MLOps/LLMOps frameworks and supporting Data Science teams in best practices
Gathering and applying knowledge on modern techniques, tools and frameworks in the area of ML Architecture and Operations
Gathering technical requirements & estimating planned work
Presenting solutions, concepts and results to internal and external clients
Creating technical documentation
Requirements:
Must Have:
At least 4+ years of experience in production-ready Python code development (e.g., microservices, APIs, etc.)
At least 2+ years of experience in production-ready ML-related code development
At least 1+ years of experience in production-ready LLM-related code development, preferably based on the Retrieval Augmented Generation concept (RAG)
Good understanding and experience with Generative AI models APIs (Large Language Models/Large Multimodal Models)
Good understanding and experience with LLM orchestrators (e.g., Langchain, etc.) and concepts (RAG, in-context learning, fine-tuning)
Good understanding of LLM evaluators, validators, and guardrails
Good understanding of LLMOps concepts like Gen AI operationalization\scaling (e.g., LLMs serving, performance & API Gateways, LLMs tracking & monitoring)
Experience in developing Gen AI apps in rapid frameworks (e.g., Streamlit)
Experience in MLOps/LLMOps tools like Azure ML/Azure AI or GCP Vertex AI
Good understanding of ML/AI concepts: types of algorithms, machine learning frameworks, model efficiency metrics, model life-cycle, AI architectures
Good understanding of Cloud concepts and architectures, as well as working knowledge with selected cloud services, preferably Azure or GCP
Good communication skills
Ability to work in a team and support others
Taking responsibility for tasks and deliverables
Great problem-solving skills and critical thinking
Fluency in written and spoken English.
Nice to have:
Experience in designing, programming ML algorithms, and data processing pipelines using Python
Good understanding of CI/CD and Dev Ops concepts, and experience in working with selected tools (preferably Git Hub Actions, Git Lab, or Azure Dev Ops)
Experience in productizing ML solutions using technologies like Spark/Databricks or Docker/Kubernetes.
Why join us:
Stable employment. On the market since 2008, 1300+ talents currently on board in 7 global sites.
100% remote.
Flexibility regarding working hours.
Full-time position
Comprehensive online onboarding program with a “Buddy” from day 1.
Cooperation with top-tier engineers and experts.
Unlimited access to the Udemy learning platform from day 1.
Certificate training programs. Lingarians earn 500+ technology certificates yearly.
Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
Grow as we grow as a company. 76% of our managers are internal promotions.
A diverse, inclusive, and values-driven community.
Autonomy to choose the way you work. We trust your ideas.
Create our community together. Refer your friends to receive bonuses.
Activities to support your well-being and health.
Plenty of opportunities to donate to charities and support the environment.
Application Link: Please click here to apply
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