Jobs at Djinni

N-iX is a software development service company that helps businesses across the globe develop successful software products. During 20 years on the market and by leveraging the capabilities of Easter Europe talents, the company has grown to 2000+ professionals with a broad portfolio of customers in the area of Fortune 500 companies as well as technological start-ups. With its headquarters in Lviv, Ukraine, the company also has multiple development offices in the East European region and representative entities in the United States of America, Sweden, and Malta.

The Client provides comprehensive operational support and a range of expert services to the world’s leading insurers, brokers, fleet managers and automotive manufacturers. Our 3,300 employees across ten countries deliver exceptional standards on a large scale for over 1,200 clients. We help the global insurance market to handle millions of claims each year in the most cost-effective and efficient ways possible.
The Group is embarking on an exciting and challenging transformation program and our software solutions are a driving force behind this strategy using cloud computing and leading-edge design patterns. 

The Role: This is a great opportunity for an experienced Senior Full Stack Developer to join our Software Development team, being part of one of our existing scrum teams. Each agile team includes technical leadership, development, architecture, quality, product and project management roles.
We are looking for a Senior Full Stack Developer comfortable with C# and Angular, with a proven history of building high-performance apps with a strong focus on system integrations and API-driven solutions.

Key Responsibilities:

• Work on business requests and development improvements
• Develop, test, document and maintain our application back end build scalable and reusable code
• Provide realistic estimates for requests, fixes and new ideas
• Create unit tests
• Write clear and precise technical documentation
• Manage realistic work deadlines
• Participate in all the scrum ceremonies and be part of the team performance and continuous improvement
• Design and maintain integrations between internal and external systems
• Develop and evolve RESTful APIs used for system-to-system communication
• Ensure reliability, performance, and data consistency across integrations
• Own integration-related technical decisions, including security and data exchange approaches

Knowledge and Experience:

• 5+ years of experience of Microsoft development stack including; .NET C#, SQL Server T-SQL.
• Important: .Net Core SQL Server, HTML, CSS, Javascript, Git, Angular
• Azure, .NET core, SOLID principles, Microservices architecture, Design principles, Jira.
• Strong experience in API design and backend integrations
• Hands-on experience integrating with third-party systems
• Good understanding of authentication and authorization mechanisms (OAuth2, JWT, API keys)
• Experience with asynchronous or event-driven communication patterns
• Ideally, you will have experience working with Scrum methodology in a variety of contexts; different team sizes, organizational cultures, distributed development, etc.

Nice to have:

• Up to 1 year of experience with GenAI

Personal Attributes:

• Self-organising problem solver.
• Able to think outside the box (open thinking).
• Strong ability to work effectively in a team. Collaborating, motivating and energizing others (Team player).
• Encourage and drive others to deliver high-quality, cutting-edge software.
• You will have attention to detail and have a proactive ethos.
• Always looking for continuous improvement.
• Excellent verbal and written communication skills, in English.

We offer*:

• Flexible working format - remote, office-based or flexible
• A competitive salary and good compensation package
• Personalized career growth
• Professional development tools (mentorship program, tech talks and trainings, centers of excellence, and more)
• Active tech communities with regular knowledge sharing
• Education reimbursement
• Memorable anniversary presents
• Corporate events and team buildings
• Other location-specific benefits

*not applicable for freelancers

✨ Welcome to WinMedia – Driving Innovation in iGaming Products! ✨

At WinMedia, we build cutting-edge solutions that shape the future of the iGaming industry 🎯. By combining strategic thinking 💡, creativity 🎨, and data-driven insights 📊, we create products that engage players, grow revenues, and set new industry standards 🚀.

With a passionate team and bold vision, we transform ideas into world-class products. 💪
 

📌 About the Role
We are looking for an experienced Product manager / Product Owner to join our team. 🚀
The ideal candidate is a strategic thinker and strong leader who can design and execute product roadmaps, drive B2C growth, and build innovative solutions for Tier-1 markets.
 

🛠️ Responsibilities

Develop, own, and execute the company’s product strategy across the portfolio.

Create and maintain strategic product roadmaps aligned with business goals.

Prioritize new product development and continuous improvement of existing solutions.

Build and optimize the end-to-end product process – from ideation to launch and support.

Conduct deep market, competitor, and user analysis to define product opportunities.

Define and track KPIs to measure product success and adjust strategies accordingly.

Drive engagement, retention, and revenue growth through product innovation (B2C focus).

Collaborate closely with cross-functional teams and ensure flawless execution.
 

✅ Requirements

2+ years in iGaming on a product role.

2+ years of B2C product management experience.

1+ year in a leadership product position within iGaming.

Proven track record of building and scaling successful products (preferably online casino platforms with in-house development).

Experience with Tier-1 GEOs and B2C markets.

Strong analytical skills with ability to generate and test hypotheses.

Excellent communication and leadership skills.

Advanced English.
 

🧰 Tools & Skills

Jira, Miro, ClickUp, GSuite (Mail, Sheets, Docs, Meet, etc.)

draw.io, Figma

Solid understanding of product KPIs, data analysis, and optimization techniques.
 

🎯 Ideal Candidate

Has led product teams on platforms with in-house development.

Successfully launched and scaled at least 2 online casino projects in Tier-1 markets.

Combines leadership with a deep understanding of iGaming market needs.
 

🎁 What We Offer

💰 Competitive salary and strong financial incentives

🎨 Freedom to make decisions and implement your ideas

🚀 Fast career and professional growth opportunities

🎓 Direct mentorship and learning from the CEO

🌍 Flexible work setup and supportive environment

✨ Welcome to WinMedia – Driving Innovation in iGaming Products! ✨

At WinMedia, we build cutting-edge solutions that shape the future of the iGaming industry 🎯. By combining strategic thinking 💡, creativity 🎨, and data-driven insights 📊, we create products that engage players, grow revenues, and set new industry standards 🚀.

With a passionate team and bold vision, we transform ideas into world-class products. 💪
 

📌 About the Role
We are looking for an experienced Product manager / Product Owner to join our team. 🚀
The ideal candidate is a strategic thinker and strong leader who can design and execute product roadmaps, drive B2C growth, and build innovative solutions for Tier-1 markets.
 

🛠️ Responsibilities

Develop, own, and execute the company’s product strategy across the portfolio.

Create and maintain strategic product roadmaps aligned with business goals.

Prioritize new product development and continuous improvement of existing solutions.

Build and optimize the end-to-end product process – from ideation to launch and support.

Conduct deep market, competitor, and user analysis to define product opportunities.

Define and track KPIs to measure product success and adjust strategies accordingly.

Drive engagement, retention, and revenue growth through product innovation (B2C focus).

Collaborate closely with cross-functional teams and ensure flawless execution.
 

✅ Requirements

2+ years in iGaming on a product role.

2+ years of B2C product management experience.

1+ year in a leadership product position within iGaming.

Proven track record of building and scaling successful products (preferably online casino platforms with in-house development).

Experience with Tier-1 GEOs and B2C markets.

Strong analytical skills with ability to generate and test hypotheses.

Excellent communication and leadership skills.

Advanced English.
 

🧰 Tools & Skills

Jira, Miro, ClickUp, GSuite (Mail, Sheets, Docs, Meet, etc.)

draw.io, Figma

Solid understanding of product KPIs, data analysis, and optimization techniques.
 

🎯 Ideal Candidate

Has led product teams on platforms with in-house development.

Successfully launched and scaled at least 2 online casino projects in Tier-1 markets.

Combines leadership with a deep understanding of iGaming market needs.
 

🎁 What We Offer

💰 Competitive salary and strong financial incentives

🎨 Freedom to make decisions and implement your ideas

🚀 Fast career and professional growth opportunities

🎓 Direct mentorship and learning from the CEO

🌍 Flexible work setup and supportive environment

DMT Business Development is a leading B2B lead generation and appointment setting agency. We create tailored & effective strategies for clients based on their needs and goals. Our team generated over 2m leads for hundreds of clients and booked 10k+ appointments with businesses of any scope.

Responsibilities:

• Manual and automated data collection on platforms such as LinkedIn, Sales Navigator, Apollo, and similar tools;
• Searching for valid prospect emails using relevant tools and methods;
• Selecting and filtering companies according to the ICP (Ideal Customer Profile);

• Communicating with the team, participating in internal team calls, and attending client calls (note: speaking during client calls is not required, only presence is needed).

   

Requirements:

• Experience working with LinkedIn, Sales Navigator, Apollo, or similar platforms;

• Strong attention to detail and ability to work with large amounts of data.

   

It will also be a plus:

• Experience in CRM, Linkendin Sales Navigator;

• Lead generation experience in the B2B segment.

   

Working conditions:

• Work hours - Monday to Friday, 2 PM to 10 PM.
• Company-provided training to help you adapt and excel in the role.
• A young and friendly team environment.
• Flexible work options.
• 20 paid vacation days annually.
• Benefits include company guarantees, bonuses, and corporate event.

DMT Business Development is a leading B2B lead generation and appointment setting agency. We create tailored & effective strategies for clients based on their needs and goals. Our team generated over 2m leads for hundreds of clients and booked 10k+ appointments with businesses of any scope.

Currently we have an open vacancy for Sales Development Representative.
 

Responsibilities:

• Communicate with potential clients via LinkedIn and email (we provide templates and contact lists);
• Handle responses, convert leads conversations into appointments;
• Make calls to prospects as a follow-up step if required;
• Prepare simple weekly and monthly reports;
• Join weekly calls with our team and clients from the US and/or Europe.
   

Ideal Candidate Profile:

• 1+ year of experience in sales, business development, or lead generation;
• Strong written and spoken English (B2/C1);
• Highly organized, proactive, and eager to learn;
• Able to multitask and adapt quickly in a dynamic environment;
• Passionate about growing in sales and business development;
• Results-driven mindset with a focus on exceeding targets and delivering value to clients.

Working conditions:

• Working hours: Monday-Friday, 2 PM to 10 PM (Kyiv time);
• 20 paid vacation days per year and company events.
• A young and friendly team environment.
• Benefits include company guarantees, bonuses, and corporate event.

DMT Business Development is a leading B2B lead generation and appointment setting agency. We create tailored & effective strategies for clients based on their needs and goals. Our team generated over 2m leads for hundreds of clients and booked 10k+ appointments with businesses of any scope.

Currently we have an open vacancy for Business Development Manager.

.    Responsibilities:

• Research and enrich prospects list via automated and semi-automated tools:
• Reach out to prospects and handle initial communications via automatic mailing systems; (LinkedIn/E-mail);
• Handle responses, convert leads conversations into appointments;
• Make calls to prospects as a follow-up step if required;
• Do the weekly/monthly reports for our clients and a Project Manager;
• Handle weekly meetings with American and/or European clients;
• Cooperate with other service teams to reach project KPIs;
• Analyze the results of the project and do regular sync-ups with a Project Manager to increase performance;
  
  You’re our ideal applicant if you have:
• Excellent communication skills;
• 1+ year of experience in sales, business development, or lead generation;
• Advanced written and spoken English (B2/C1);
• Good understanding of how to work in a client-facing role;
• Experience in Sales, Business Development, Lead Generation (Marketing, Channel Sales will do as well);
• Ability to multitask and quickly adapt in a fast-paced environment;
• Ability to work cross-functionally and collaboratively;
• Experience with CRM, Linkedin Sales Navigator, Apollo, or other alternatives.

.    Working conditions:

• Working hours: Monday-Friday, 2 PM to 10 PM (Kyiv time);
• 20 paid vacation days per year and company events.
• A young and friendly team environment.
• Benefits include company guarantees, bonuses, and corporate event.

Larch Networks has been a leader in network solutions since 2009, with offices in Israel and Kyiv. We specialize in both software and hardware for network equipment, providing advanced, secure, and reliable network products for our customers. Our team of engineers is renowned for its expertise in designing and integrating high-load switching and communication platforms, thin clients, Linux, and embedded devices for IoT, enterprise, telecom, and industrial applications. We are committed to delivering innovative and cost-effective solutions.

What you will doActive candidate sourcing

• Daily sourcing on LinkedIn (main tool)
• Using Boolean search, X-ray, filters, and other sourcing techniques
• Searching for specialists in the following areas:
  • Embedded / C
  • QA Automation
  • Other technical roles within the company

Initial communication

• Writing cold outreach messages on LinkedIn
• Managing communication until handing the candidate over to a recruiter
• Building candidate interest in company vacancies
• Tracking feedback and statuses

Building a candidate database

• Maintaining and updating the database in PeopleForce
• Creating a “warm” candidate pool
• Supporting long-term relationships with candidates

Recruitment support

• Passing relevant candidates to the recruiter
• Creating shortlists
• Participating in improving job descriptions and outreach messages
• Collecting analytics (responses, conversion rates)

What matters to usRequired:

• Completed IT recruiting or sourcing courses
• Knowledge of Boolean search
• Basic understanding of IT roles and terminology
• Confident LinkedIn usage
• Strong written communication skills
• High attention to detail and responsibility
• Readiness for consistent daily sourcing work

Nice to have:

• 3+ months of sourcing experience
• English level B1
• Desire to grow into an IT Recruiter role

Conditions

Format: full-time. The role is fully remote, but you need to be located in Kyiv since occasional office visits might be necessary.

Growth opportunities

• Transition to IT Recruiter position
• Ownership of personal vacancies
• Income growth through the bonus system

LLC "NIK-ELEKTRONIKA" is one of the largest companies in Eastern Europe in the field of development and production of measuring instruments, energy management systems, as well as energy consulting and engineering. Today, the company combines high-tech automated production sites with calibration equipment, its own design bureau and service center.

We are actively developing, so we are looking for an experienced Electronics Engineer to join our team.

Key Responsibilities:

• Development of electronic devices (modems, interface converters, meters).
• Participation in the development and approval of technical specifications (TS) for new products.
• Selection of electronic components and equipment.
• Development of the electronic part of the device according to the TS.
• Preparation of design and engineering documentation.
• Development and approval of test programs and procedures for new products, participation in testing and preparation of test reports.

Requirements:

• Higher education in electronics, electronic systems, or a related field.
• 2+ years of experience in developing electronic devices.
• Knowledge of microcontroller programming.
• Experience in designing analog and digital electronic devices.
• Strong understanding of circuit design and schematics.
• Knowledge of modern electronic components.
• Ability to work with radio measuring equipment.
• Proficiency in CAD and design software (e.g. ALTIUM, SolidWorks, MATLAB, etc.).
• Experience with modern communication interfaces (CAN, MODBUS, RS232, UART, I2C, SPI, etc.).
• Experience with version control systems (SVN).

We Offer:

• Competitive salary and official employment.
• Corporate shuttle service from Kyiv.
• Full military service deferral.
• Professional team and comfortable working conditions.

Digis is looking for a Automation QA Engineer (Java) to join a long-term, high-growth project that is revolutionizing the broadcasting industry.

About the Company

Digis is a European IT company with 200+ specialists delivering high-load SaaS platforms, enterprise solutions, and cloud-native products for clients worldwide. We build long-term engineering teams and ensure transparency, stability, and professional growth for every talent.

About the Project

Our client is a cutting-edge, native cloud-based broadcasting platform that replaces traditional on-premise solutions. It allows users to create, manage, and deliver TV channels to any Pay-TV and OTT platform worldwide (e.g., Comcast, Sky, Roku, Samsung TV). With over 10 years of market presence and $5M+ in investments, the project is currently in an active phase of scaling, launching new sub-projects, and testing innovative hypotheses.

Requirements
 

• 5+ years of general QA experience.
• 3+ years of professional experience in Java-based automation.
• Hands-on experience using AI tools.
• Upper- Intermediate+ level of English

Responsibilities
 

• Transition manual sanity lists into a robust automated testing suite.
• Actively utilize AI tools for the creation and optimization of automated test cases.
• Work independently to assess risks, prioritize test cases, and report directly to the QA Lead.

We Offer
 

• Paid 20 vacation days per year
• Paid 5 sick leaves per year with no medical documents needed
• Personalized development plan supported by the properly set personal self-development goals
• Сompensation for subject-matter trainings
• Worktools (PC, laptop, monitor) and workplace arrangement, if needed
• Assistance in choosing and compensation for English courses
• 100% horizontal in-company organization and communications
• Possibility to switch between projects and technologies within the company
• Accounting support
• Free corporate psychologist services.

About the Role

We’re looking for a Lead Generation Manager to fully own LinkedIn outbound lead generation and initial written communication with potential clients.

This is a highly systematic and routine-focused role, so we’re looking for someone with real hands-on LinkedIn outbound experience who feels comfortable working with repetitive processes and is strongly results-driven.

LinkedIn is the only primary channel for this role. There is a clear growth path to Sales Manager.

What You’ll Do

• Manage and grow LinkedIn accounts (personal and company)
• Create consistent activity: posts, comments, likes
• Run manual and semi-automated LinkedIn outreach
• Research leads and build structured lead databases
• Test and validate hypotheses (ICP, niches, messaging)
• Optimize profiles and outreach messages based on performance
• Maintain and update lead statuses and pipelines
• Work daily with:
  • LinkedIn Sales Navigator
  • Apollo
  • LinkedHelper

General Responsibilities

• Work with ICP (Ideal Customer Profile)
• Maintain CRM / spreadsheets
• Track basic metrics and outreach performance
• Prepare simple reports on outreach results
• Collaborate with tech and delivery teams to better understand service offerings

Requirements

• 1+ year of experience in IT lead generation / LinkedIn outbound
• Proven hands-on experience with LinkedIn outreach
• Confident use of:
  • LinkedIn Sales Navigator
  • Apollo
  • LinkedHelper (or similar tools)
• Understanding of B2B sales and sales funnel basics
• English level B2+ (written communication)
• Strong attention to detail, discipline, and structured thinking
• High tolerance for routine and repetitive outbound work

⚠️ Candidates without real LinkedIn outbound experience will not be considered.

Nice to Have

• Experience building LinkedIn outbound processes from scratch
• Understanding of software development (SaaS, Frontend/Backend)
• Experience with multiple automation tools
• Interest in growing into a Sales Manager role

What We Offer

• Work with international clients (US / EU)
• Clear KPIs and transparent performance evaluation
• Career growth to Sales Manager
• Low bureaucracy and fast decision-making
• Flexible working schedule
• Paid sick leave
• 17 working days of paid vacation
• Professional growth in IT sales and lead generation

About the Company

Sonicode is a SaaS-focused engineering company helping early and mid-stage SaaS products launch fast and scale safely without painful rewrites.

We work with international clients (US, EU) and build complex web platforms with clean architecture, billing and subscription systems, access control, integrations, and predictable delivery processes. We value structure, systems, and measurable results over activity imitation.

We are seeking a Senior Kafka Software Engineer (Competence Level B) to join our technical team. This is a high-impact, hands-on role for a mature consultant who can navigate the complexities of event-driven architectures while ensuring the stability of our mission-critical messaging platform.

We are looking for a practitioner who understands that "platform stability" is a result of both proactive administration and expert troubleshooting.

Key Responsibilities

• Platform Reliability: Maintain and monitor the Kafka platform to ensure peak performance and 24/7 reliability.
• Administration: Handle core Kafka tasks including topic management, advanced configurations, and granular access control.
• Expert Support: Provide 2nd and 3rd-level support to development teams, acting as the final point of escalation for complex incidents.
• Troubleshooting: Rapidly diagnose and resolve performance bottlenecks, message flow interruptions, and cluster health issues.
• Advisory: Act as a consultant to internal users, guiding them on Kafka best practices, schema evolution, and optimal configurations.
• Documentation: Maintain high-quality technical documentation for platform architecture and standard operating procedures (SOPs).

Required Skillset & Profile

• Confluent Kafka Mastery: Must have deep, hands-on experience specifically with the Confluent distribution.
• Architectural Fluency: Deep understanding of event-driven and streaming architectures (Pub/Sub, Event Sourcing, KSQL, etc.).
• Problem Solver: "Consulting-level" troubleshooting skills—you don't just find the bug; you understand the systemic impact.
• Communication: Ability to guide and lead others, translating complex technical hurdles into actionable advice for developers and stakeholders.
• You should have 4–6 years of specific experience in this area and the ability to solve complex architectural problems.

Please note: This role requires working in shifts. If you're interested, I can share a draft schedule with you.

Must:
Knowledge of Kubernetes - RKE, GKE will be a plus
Hands-on experience with preparing automation scenarios using Terraform
Experience with deploying and supporting servers on cloud infrastructure, preferably Google Cloud Platform and Tencent Cloud
Knowledge of T-SQL - MS SQL, PostgreSQL will be a plus

Others:
Experience with Microsoft Windows Server
Experience with Active Directory
Expertise with preparing automation scripts to perform routine tasks using scripting languages (Bash, PowerShell, Python)
Ability to plan new infrastructure requirements and maintain current infrastructure
Understanding of network concepts - firewalls, VPN, peering (for public clouds)
English - intermediate or better

Responsibilities:
System availability and performance monitoring, on the both infrastructure and application levels.
Planned infrastructure and application updates.
New environments deployment.
Changing of the existing infrastructure according to the requirements.
Other tasks related to the system functionality

We are looking for a Front-End Developer (React) to join our team and work on modern web applications for international clients. You will be responsible for building user interfaces, improving existing features, and collaborating closely with designers, backend developers and product managers.

Responsibilities

• Develop and maintain web applications using React
• Build reusable components and scalable frontend architecture
• Implement responsive UI based on Figma designs
• Integrate frontend with backend via REST APIs
• Optimize application performance and user experience
• Participate in code reviews and technical discussions
• Fix bugs and support existing functionality

• Collaborate with cross-functional teams

   

Requirements

• 1.5+ years of commercial experience as a Frontend / React Developer
• Strong knowledge of JavaScript and TypeScript
• Solid experience with React and modern React features (Hooks, Context)
• Experience with state management (Redux, Zustand, MobX, etc.)
• Experience with Next.js
• Understanding of HTML5, CSS3, responsive and cross-browser layout
• Experience working with REST APIs
• Familiarity with UI libraries (MUI, Ant Design, Tailwind CSS, etc.)
• Experience with testing tools (Jest, React Testing Library)
• Experience with Git and common Git workflows
• Ability to work independently and manage own tasks
• English level: Intermediate or higher

We're a Red Rocket Software team that is constantly expanding its technology stack by bringing the coolest people to projects. Now we're looking for a UI/UX Designer to become a crew member of our spaceship.

Responsibilities:

• Develop user interfaces for web and mobile applications, ensuring a seamless user experience.
• Create sketches, prototypes, and high-fidelity UI designs.
• Collaborate with developers, product managers to align design objectives.
• Maintain and improve the company's design system and UI components.
• Stay updated on the latest design trends, tools, and technologies.

• Utilize AI-powered design tools and services to enhance design workflows and user experience.

   

Requirements:

• At least 1,5 year of experience as a UI/UX designer.
• Proficiency in design tools such as Figma, Sketch, or similar.
• Understanding of user-centered design principles and UX best practices.
• Basic knowledge of HTML, CSS, and responsive design principles is a plus.
• Portfolio of design projects.
• English level B2 or above (ability to communicate clearly).
• Graphic design experience (knowledge of Adobe Photoshop, Adobe Illustrator) is a plus.
• Strong attention to detail, creativity, and problem-solving skills.
• Experience using AI design tools (e.g., for prototyping, user testing, or automation) is a plus.

We are seeking a Python Developer Consultant to join a high-impact enterprise banking project through our IT services consulting firm.

This role is designed for a technically sophisticated professional who thrives in a serious, high-expectation environment. You will help drive a critical migration enablement project, decommissioning legacy middleware systems by rebuilding functionality into modern, high-performance Python services on Kubernetes.
What You Will Do

• Architect & Build: Design and develop robust, production-grade REST APIs using FastAPI within a modern backend ecosystem.
• Legacy Transformation: Enable the fast-track migration of legacy applications by splitting monoliths into scalable Python services.
• Innovation: Leverage AI-assisted development as a productivity tool to accelerate delivery milestones.
• Quality & Security: Implement clean architecture, solid testing practices (pytest), and modern security protocols (OAuth 2.0/JWT).
• Collaboration: Work within an "Agile-minded" environment, taking ownership of backend services that demand high reliability and maintainability.

Must-Have Skills

• Python Expertise: 5+ years of commercial Python development experience.
• API Development: 4+ years building modern REST APIs, with at least 2+ years of deep, hands-on FastAPI experience.
• Performance Patterns: Proven experience with asynchronous programming and high-performance backend design.
• Data & State: Solid understanding of data modeling, RDBMS/NoSQL, ORMs, and caching solutions like Redis.
• Integration: Practical knowledge of Pub/Sub and streaming-based communication patterns.
• Security: Strong grasp of modern authentication/authorization (OAuth 2.0, JWT).
• Testing: Rigorous approach to automated testing, preferably using pytest.

Bonus Skills

• Experience with Flask.
• Previous experience in large-scale enterprise/banking environments where performance and security are paramount.
• Experience or interest in AI-assisted coding tools to optimize workflow.