AI Consultant (AI Tech Lead)
About the company:
Softermii (https://www.softermii.com/) is an outsourcing/outstaffing company with more than 11 years of experience in web and mobile application development with a team of more than 120 specialists from 6 countries.
We have withstood multiple challenges, such as COVID-19 pandemic and war aggression against Ukraine, we have secured sustainable development processes, saved all our projects and jobs. Even more – we’re constantly growing.
Every day, we add a new project to our portfolio in the following areas of expertise:
- Healthcare
- Real estate
- Livestream E-commerce
- Fintech (Wealth Tech, Capital Trading)
- Real Time Communications (RTC)
In addition, we develop 2 of our own solutions that help our customers get faster applications for video or audio calls (https://www.softermii.com/solutions/vidrtc) or an application for real estate with 3D visualization
(https://www.softermii.com/solutions/apartmii)
Company mission:
Softermii: Succeed Without (L) imitations
We will turn any idea into a valuable product.
Our plans as a company:
We want to move from a regular outsourcing business to an ecosystem of outsourcing, education and product development companies.
Over the years, we have arrived at a highly personalized working model with transparent workflows. This model allows us to create software products that meet our clients’ goals with precision.
Project: Softermii
👬Why we have opened this vacancy: Team extension.
Type of cooperation: remote, part-time up to 10-20 hours per week
👯Your responsibilities on the project will be:
- 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.
👩🏼💻👨🏻💻You can be part of the following team: Presale team - Architect/Tech Lead (AI Consultant), BA, PM
🕹Tools we use: Jira, Confluence, Git, Figma
🗞Our requirements to you:
- At least 5 years of data science/ML experience;
- 2+ years of experience in leadership positions;
- 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);
- B2 level of English;
- 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.
👨💻Who will you have the opportunity to meet during the hiring process (stages):
Call, HR, Tech, Final interview
What we can offer you:
- 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 like learning something new in your profession or want to improve your English? If you join us in a full-time role, we’ll be happy to cover 50% of the cost of our internal English courses, as well as external professional courses, webinars, conferences.
- 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.
A little more information that you may find useful:
- our adaptation period lasts 3 months, this period of time is enough for us to understand each other better;
- there is a performance review after each year of our collaboration where we use a skills map to track your growth;
- we really have no boundaries in the truest sense of the word – we have a flexible working day.
We are looking for like-minded professionals who believe in making the world a better place by building technology that’s meant to last and scale.
Join Softermii and help us take software to the next level of awesome.
Of course, we have a referral bonus system. So if you have a friend who likes our job opening, you can give us their telegram contact, and we in turn will thank you with a bonus if we start working with them!
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