Senior AI/ML Engineer

*instinctools is a software development company that provides custom software solutions for businesses of all sizes. Our team works closely with clients to understand their specific needs and provide personalized solutions that meet their business requirements.

Our team is looking for a Senior AI/ML Engineer for one of our clients.

Our customer is one of the TOP-5 global management consulting firms considered to be among the most prestigious ones in the world. Hundreds of customers from Fortune-500, including the largest global financial institutions, the world’s top media companies, technology companies and federal government agencies rely on our Client’s proven platform and services.

The team is focused on transforming how organizational knowledge is captured, structured, and delivered using AI/ML and Generative AI technologies.

Key Objectives of the Role:

• automate KM processes: classification, summarization, and knowledge extraction from documents (PPTs, emails, etc.);

• build and test AI/ML prototypes (POCs), which, if validated, get integrated into live products;

• collaborate with product, engineering, and business teams to build scalable solutions that enhance consultant productivity;

• drive adoption of new formats of knowledge capture, beyond traditional document-based approaches.

Our expectations of the candidate: 

• minimum of 6 years of experience;

• strong, hands-on Python development skills;

• deep knowledge of NLP and transformer models (e.g., BERT, GPT);

• familiarity with OpenAI, RAG, Copilot, or similar GenAI technologies;

• ability to work with large volumes of unstructured data (documents, text, email);

• streamlit (or equivalent) is strongly preferred — used for rapidly building UIs to test POCs;

• experience with ML frameworks (e.g., TensorFlow, PyTorch)API development and integration skills (for upstream/downstream data flow);Tech stack notes: Uses relational databases (Snowflake, SQL), hosted on AWSAWS knowledge is a plus, but DevOps expertise is not required.Role Expectations:

• Autonomy: The candidate is expected to be plug-and-play — able to operate with minimal ramp-up, especially on the data science side. Should be comfortable driving development independently while syncing with the existing team.

• Workstream ownership: The candidate will lead 2–3 parallel POC workstreams over time (Not all workstreams will be active simultaneously, but the engineer must flex between them as needed).

• Some flexibility required for workshops and cross-team meetings across regions.

As a Machine Learning Engineer, you will:

• will be responsible for designing, implementing, and maintaining machine learning models and systems;

• you will collaborate with cross-functional teams to identify business needs and develop solutions that leverage data-driven insights;

• your role will involve applying statistical analysis, data preprocessing, and algorithm development to solve complex problems and optimize performance;

• develop and deploy machine learning models and algorithms to solve business problems;

• collaborate with data scientists, software engineers, and domain experts to gather requirements and understand project objectives;

• clean, preprocess, and analyze large datasets to ensure data quality and accuracy;

• implement and optimize machine learning algorithms, ensuring scalability and efficiency;

• evaluate and select appropriate machine learning techniques and tools for specific tasks;

• conduct experiments and perform statistical analysis to validate and improve model performance;

• collaborate with software engineers to integrate machine learning solutions into production systems;

• monitor and maintain deployed models, ensuring their ongoing performance and accuracy;

• stay up to date with the latest advancements in machine learning and related fields;

• communicate complex concepts and results to both technical and non-technical stakeholders.

Soft skills:

• Highly motivated and result-oriented engineer with the ability to work independently with minimal direction

• Excellent communication and teamwork skills

• Good skills in problem-solving

English: Upper-Intermediate

We offer:

• flexible working time;

• professional and ambitious team;

• transparent system of professional and career development;

• a pleasant financial motivation depending on goals;

• learning opportunities, seminars and conferences and time for exploring new technologies;

• the opportunity to realize your potential outside the projects: we arrange meetups and conferences where our staff can perform, develop professional communities;

• full remote work(from Poland); 

• partial compensation of medical insurance (Luxmed) and multisport card;

• co-funding for language courses  (Polish and English).

Join us and be part of a team that is changing the world through technology.

Important Notice Regarding Your Personal Data Security

At instinctools, we take the security of your personal data very seriously. Please be informed that all official communication, offers, and correspondence from instinctools are conducted only through our verified company resources, including:

Official Email Domain: @instinctools.comCompany Website: https://www.instinctools.com

Important Reminder:*instinctools will NEVER ask for sensitive personal or financial information, including:– Bank account details– Credit/debit card numbers– Passwords or PINs

If you receive any suspicious requests claiming to be from *instinctools via unofficial channels (e.g., personal emails, social media DMs, or phone calls), please:

– Do not respond or share any information.

– Report it immediately to compliance@instinctools.com or your official contact.

Your trust and security are our top priorities. For any questions, always verify through our official channels.

Thank you for your attention and cooperation.

Developers

*instinctools is a developer of IT solutions for Western Europe. We have over 350 projects in our portfolio. The spheres are different – from healthcare and medicine, training and education, to digital advertising, economics and IT. For the software implementation and maintenance across such a number of projects, competent developers are important.

We use a modern technology stack, the key of which are:

Javascript, ReactJS, Angular, Node.js, Golang, Python, Java, iOS, Android, Blockchain, AWS.

Join the *instinctools team!