Remote Senior Software Engineer (AI/ML)
Evertz
πRemote - India
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Job highlights
Summary
The job is for a Senior Software Engineer focusing on Generative AI and Machine Learning at Evertz India. Responsibilities include designing, developing, integrating, deploying, and monitoring text, image, audio, and video models. The candidate should have strong coding skills in Python, experience with Deep Learning models, Langchain, Semantic Kernel or related frameworks, and AWS or Azure cloud services. A Bachelor's or Master's degree in Computer Science is required.
Requirements
- Strong coding skills in modern Python development, with an emphasis on bringing applications to market. Minimum 6+ years of Python
- 6+ years experience with Deep Learning models in production or a comparable industry career with machine learning, data mining, or statistical modelling. Includes ETL, pre- and post-training
- Extensive experience working with Langchain, Semantic Kernel or related frameworks and LLM/LMMs from various vendors. Deep knowledge and understanding of theoretical foundation of modern Machine Learning
- 3+ years experience with Deep Learning models for NLP, Language models or Text analytics in production
- Strong knowledge of data analysis and visualization tools such as pandas, plotly, matplotlib, seaborn or streamlit
- Experience working with audio and video is a strong plus
- Experience with AWS or Azure cloud services for application deployment and management
- Database knowledge for data manipulation and extraction, including Postgres
- Bachelor's or Master's degree in Computer Science / relevant field
- Strong problem-solving and critical-thinking skills
- Ability to work independently and as part of a collaborative team
- Effective communication and presentation skills
- Strong prioritization and time management abilities
Responsibilities
- Contribute to AI/ML projects and apply your expertise to design, develop, integrate, deploy, and monitor text, image, audio and video models
- Take ownership of features and projects, exercising independence in problem-solving and decision-making to drive results
- Utilize proficiency in Python, Postgres, Docker and orchestration tools to build and deploy applications to Azure and AWS
- Productize Langchain and other frameworks in concert with the right Large Language Model/Large Multimodal Model for the job to create Generative AI solutions for internal and external consumption
- Embrace an iterative approach in a fast-moving environment, placing strong emphasis on continuous development and ongoing improvement
- Effectively manage and prioritize tasks to ensure project milestones are met
Preferred Qualifications
- Bachelor's or Master's degree in a relevant field (Data Science, etc.)
- Proven experience in machine learning and artificial intelligence, with a strong portfolio of projects and achievements
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