[Remote] AI Consultant (AI Tech Lead)
Note: The job is a remote job and is open to candidates in USA. Softermii is an outsourcing/outstaffing company with over 11 years of experience in web and mobile application development. They are seeking an AI Consultant to participate in pre-sales activities, collaborate with data science teams, and develop data-driven models focusing on Natural Language Processing and generative AI technologies.
Responsibilities
- Participate in pre-sales phase to show company expertise, provide technical design and estimations
- Work collaboratively with the data science team, backend engineer, devops, focusing on understanding business challenges and identifying potential tech-based solutions
- Coach and lead ML Engineers
- Develop and assess data-driven models with a focus on Natural Language Processing (NLP) and generative AI technologies
- Utilize advanced techniques such as Large Language Models (LLM), Retrieval Augmentation Generation (RAG), and semantic vectors to enhance model performance
- Collaborate with a team and client to ensure prompt alignment with project goals and user needs
- Monitor and analyze performance to identify areas for improvement
- Optimize AI prompt generation process to enhance overall system performance
- Stay up-to-date on the latest advancements in AI, natural language processing and machine learning
- Provide support to teams in understanding prompt engineering best practices
- Draft and distribute reports on prompt performance and development progress Skills
- At least 5 years of data science/ML experience
- NLP, LLM, generative AI - e.g. GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders)
- Proficiency in Data Vectorization
- Retrieval Augmentation Generation (RAG), semantic vectors
- Agent Development Frameworks: Familiarity with platforms for developing conversational agents
- Understanding of MLOps practices
- Experience in Natural Language Processing / Machine Learning
- Solid understanding of machine learning algorithms and techniques, including deep learning
- Proficient in Python and expertise in libraries and frameworks such as NumPy, pandas, TensorFlow, PyTorch
- Experience with cloud platforms like AWS, Azure, arenaflex Cloud, and familiarity with big data technologies including Hadoop and Spark
- Experience with latest LLM models currently being rolled-out in consumer-facing generative AI tools
- Experience with AI tools and APIs like OpenAI (ChatGPT, Dall-e), DeepL or similar
- Experience with LangChain and LangSmith
- Experience with Docker and deploying APIs to cloud (will be a plus)
- Excellent problem-solving and analytical skills
- Ability to collaborate effectively with cross-functional teams
- Ability to dive deep and understand the business side of the project
- Provide clear documentation of processes, workflows, recommendations, etc
- Be able to communicate with stakeholders directly and independently
- Be able to communicate with customers during the pre-sales phase to present company expertise Benefits
- 21 paid vacation days
- 11 paid days off for Public Holidays
- 5 paid sick leave days per year Company Overview
- We’re thinking out of the box and moving gears from the first meeting. Let’s identify your needs and turn them into software solutions. It was founded in 2018, and is headquartered in Los Angeles, California, USA, with a workforce of 51-200 employees. Its website is Apply tot his job
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