AI Consultant – AI Tech Lead

Remote Full-time Live

Job Description:

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

Requirements:

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, Google 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:

We have stable and highly-functioning processes – everyone has their own role and clear responsibilities, so decisions are made quickly and without unnecessary approvals.
You will have enough independence to make decisions that can affect not only the project but also the work of the company.
We are a team of like-minded experts who create interesting products during working hours, and enjoy spending free time together.
Do you want an individual development plan? We will form one especially for you + you can count on mentoring from our seniors and leaders.
Do you have a friend who is currently looking for new job opportunities? Recommend them to us and get a bonus.
And what if you want to relax? If you join us full-time, we provide 21 paid vacation days. We also have 11 paid days off for Public Holidays.
What if you're feeling bad? For the full-time collaboration, you can take 5 paid sick leave days per year.
Do you want to volunteer? We will add you to a chat, where we can get a bulletproof vest, buy a pickup truck or send children's drawings to the front.
And we have the most empathetic HRs (who also volunteers!). So we are ready to support your well-being in various ways.

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