Jobs
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· 58 views · 8 applications · 1d
Middle iOS Developer
Full Remote · Countries of Europe or Ukraine · Product · 3 years of experience · English - B2About Us We are a fast-growing, innovative technology company that provides mission-critical solutions for large, global retail chains, including top brands like Uniqlo, Acne, Asics, and many others. With a footprint spanning 35+ countries and over 100...About Us
We are a fast-growing, innovative technology company that provides mission-critical solutions for large, global retail chains, including top brands like Uniqlo, Acne, Asics, and many others. With a footprint spanning 35+ countries and over 100 enterprise customers, our products are the backbone of modern store operations.
Now, we are launching an exciting new startup initiative within the company and are looking for a talented developer to join the founding team of this venture!
The Role
We are seeking a Mobile Developer to work on a brand-new, cutting-edge solution: a dedicated module for our core mobile applications. This module is developed as a separate package and is central to transforming how our retail clients manage their in-store inventory.
Your primary focus will be:
- Core Functionality: Developing the store inventory viewing system.
- AI Integration: Integrating with our powerful, backend-driven AI Assistant that provides real-time, intelligent guidance on inventory management.
- Offline Capability: Implementing a robust and efficient data synchronization mechanism to handle large volumes of data, ensuring the module functions seamlessly and reliably even in an offline environment.
This is a unique opportunity to build a product from the ground up, directly impacting the daily operations of some of the world's most recognizable retail brands
Requirements:
- Experience with SwiftUI
- MVVM
- SPM
- Operations/Multithreading
- Sqlite (nice to have)
Responsibility:
- Develop and update iOS Applications
- Collaborating with the team
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· 134 views · 20 applications · 21d
DevOps Engineer to $2000
Part-time · Full Remote · Countries of Europe or Ukraine · 3 years of experience · English - B2Requirements: Linux (3+years) Docker containers, create docker images (3+years) Kubernetes, — necessarily (2+years) Production experience with at least one: GCP, AWS, AZURE, DO (3+years) Ansible, Terraform (3+years) Nginx, Istio, Traefik GitLabCI,...Requirements:
Linux (3+years)
Docker containers, create docker images (3+years)
Kubernetes, — necessarily (2+years)
Production experience with at least one: GCP, AWS, AZURE, DO (3+years) Ansible, Terraform (3+years)
Nginx, Istio, Traefik
GitLabCI, CircleCI
MySQL, PostgreSQL, MongoDB
Prometheus/Loki/Grafana
Understanding of HTTP, DNS, SSL protocols
Quick learning abilities
Solve difficult tasks in a short time
English upper-intermediate оr higher
Responsibilities:
Containerization, migration, automation of web applications
Support and deployment of applications and servers, infrastructure troubleshooting
Creating documentation for teamwork
Ensuring the operability of all systems, testing and upgrades
Search and management of new technologies for optimal performance
What we provide:
Part-time
Fully remote
Flexible working hours
Adequate leadership
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· 131 views · 19 applications · 24d
PHP/Laravel-developer
Full Remote · Ukraine · 3 years of experience · English - B2We are looking for a PHP/Laravel developer to join our team to work on interesting and complicated projects. The candidate should have experience developing performance optimized applications. You will work with projects for Cyber Security, Logistics,...We are looking for a PHP/Laravel developer to join our team to work on interesting and complicated projects. The candidate should have experience developing performance optimized applications. You will work with projects for Cyber Security, Logistics, eCommerce.
Requirements:
- To design application architect and implement it
- Refactor and improve existing components
- Create new components from scratch
- Implement new features
- Communicate with other developers
Technologies:
- PHP, Laravel
- JavaScript / Vue.JS / jQuery / HTML / CSS
- MySQL, PostgreSQL, Redis, Elastic Search, Sphinx
- Linux, Git, Redmine, Capistrano
Required skills:
- 3 years and more of experience developing with Laravel
- Skills to develop load-optimized systems
- Skills to implement complicated business logic
- Experience developing REST-API
- API integration, develop modules
- Team-work experience
English — intermediate and above.
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· 145 views · 8 applications · 12d
Data Delivery manager
Hybrid Remote · Ukraine · 3 years of experience · English - B2We are currently looking for a Big Data Delivery Manager You are bringing delivery expertise and theoretical knowledge from Data and Analytics domain, working alongside a globally renowned, award-winning development and technology teams who are passionate...We are currently looking for a Big Data Delivery Manager
You are bringing delivery expertise and theoretical knowledge from Data and Analytics domain, working alongside a globally renowned, award-winning development and technology teams who are passionate about what they do, and how they do it. “Faster delivery with better quality” is our competitive edge even for complex data engineering solutions.
To play a key role in building a strong business / technology relationships, taking a hands-on approach to define and deliver embodying and driving a culture of continuous improvement.
WHAT YOU’LL DO
• Own end-to-end solution delivery on the assigned account(s)
• For the top management and client - act as a single point of responsibility over any delivery related matters, including escalations, upsells, ramp-downs, etc
• Accountable for the technical leadership regarding the delivery. Ensuring a sound and future-proof architecture is planned and the implementation meets the technical quality standards
• Coordinate between multiple disciplines, stakeholders
• Establish and manage long-term partnerships with the client(s)
• Address client(s) issues and identify and manage engagement risks
• Make sure that the customer executes their responsibilities on the engagements
• Build up delivery plan along with estimations on timeframes, quality and quantity of resources required to successfully deliver projects
• Establish a strategy of continuous delivery risk management that enables proactive decisions and actions throughout the delivery life cycle
• Support sales activities; participate in bid process, provide technical and management expertise to win bids
• Actively contribute in EPAM-wide delivery management community
REQUIREMENTS
• Practical experience in delivering projects in Data and Analytics, Big Data, Data Warehousing, Business Intelligence. Familiar with relevant technological solutions, industry best practices
• Good understanding of data engineering challenges and proven experience with data platform engineering (batch and streaming, ingestion, storage, processing, management, integration, consumption)
• At least 5 years of experience in gathering and understanding customer business requirements to introduce Big Data technologies
• Familiar with multiple Big Data technology stacks (e.g. Hadoop, Yarn, HDFS, MapReduce, Hive, Spark, Kafka, etc)
• Experience with data visualization, aware of various tools, technologies
• Good understanding of classical analytics methods; including relevant theories
• Good understanding of various delivery approaches, well versed in agile
• High degree of comfort to present both to large or small audiences
• Ability to manage multiple tasks and projects in a fast-moving environment
WE OFFER
• Competitive compensation depending on experience and skills
• Individual career path
• Unlimited access to LinkedIn learning solutions
• Social package - medical insurance, sports
• Compensation for sick lists and regular vacations
• English classes with native speakers (certified English teachers)
• Flexible work hours
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· 13 views · 1 application · 19d
Senior Embedded Engineer (Wireless)
Office Work · Ukraine (Kyiv) · Product · 3 years of experience · English - B2Requirements: 3-5 years embedded firmware development experience with C / C++, Linux / Unix platform; Experience with ARM/MIPS processors, embedded Linux; Wireless protocols (802.11); Strongly need networking skill, OSI model understanding; Ability to...Requirements:
3-5 years embedded firmware development experience with C / C++, Linux / Unix platform;
Experience with ARM/MIPS processors, embedded Linux;
Wireless protocols (802.11);
Strongly need networking skill, OSI model understanding;
Ability to adapt and quickly pick up new technologies;
Ability to work productively and autonomously, whether on a small
team or solo, including the ability to give and receive constructive criticism to team members;
Experience with all phases of the software development life-cycle;
Excellent analytical and problem-solving skills;
Experience with Git, including merging and rebasing;
Experience with bash shell scripting and/or Python;
BS degree in Computer Science, or related engineering degree;
Effective written and verbal communication skills (ENGLISH MANDATORY).
Candidate needs to be in Kyiv (or consider relocation). Hybrid type of work.
Will be a plus:
Experience working with Cross Compilers;
Experience with OpenWRT;
Basic understanding of electronic circuits.
What do we offer:
International work environment and work with global development teams;
Excellent work conditions in an A-Class office (Horizon Park Business Center);
Compensation package matching global standards;
Flexible work hours (as required);
Paid parking, courses, training, conferences and business trips;
Medical insurance;
Free lunches.
https://www.youtube.com/c/UbiquitiInc
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· 75 views · 22 applications · 13d
Product Manager Luminar NEO
Countries of Europe or Ukraine · Product · 3 years of experience · English - B2 Ukrainian Product 🇺🇦Skylum allows millions of photographers to make incredible images faster. We automate photo editing with the power of Artificial Intelligence yet leave all the creative control in the hands of the artist. Our software gives rise to entirely new ways to...Skylum allows millions of photographers to make incredible images faster. We automate photo editing with the power of Artificial Intelligence yet leave all the creative control in the hands of the artist. Our software gives rise to entirely new ways to enjoy photography, and we simply can’t do it without an awesome team of engineers and visionaries behind every release. You can change the way people imagine their photos to be.
Main goal:
The main goal of the Product Manager is to build and develop the most popular creative image editor in the world on the desktop platform. The product has to combine unique technologies, an innovative user experience, and a sleek and modern design with pleasing aesthetics.
Professional qualities:
- Creativity and a drive for innovation: Ability to discover new and sometimes unexpected solutions to problems, question legacy solutions, and go for the best solution that others haven’t thought of
- Eye for aesthetics: A passion for beautiful products
- Teamwork: Ability to negotiate and find a personalized approach to the teammates and create the best environment for collaboration
- Strategic thinking and imagination: Ability to think big and see the whole picture in a positive way as well as to swiftly identify potential opportunities and threats from current and future technologies
- Ownership and proactiveness: Desire to take responsibility and capacity to deliver results on time
- Result-driven: A focus on achieving results and a willingness to put in overtime to make them happen
- Enthusiasm: Passion and an optimistic attitude towards work
- Ability to work gracefully with criticism and a willingness to accept new ideas
- Unafraid of challenging tasks with no clear solutions
Responsibilities:
- Continuous market research to find new growth opportunities.
- Launching growth mechanics and app monetisation.
- Develop and manage a strong team.
- Working with R&D team and product designers to introduce new disruptive innovations.
- Maintain customer development process.
- Working closely with marketing on go-to-market plan.
Must Haves:
- English — Upper Intermediate and better.
- Analytic mindset.
- Experience in Product Management (3+ years) and with desktop products (2+ years).
- Understanding of the stack process from the moment of design to the moment the app is launched.
What we offer:
For personal growth:
- A chance to work with a strong team and a unique opportunity to make substantial contributions to our award-winning photo editing tools;
- An educational allowance to ensure that your skills stay sharp;
- English and German classes to strengthen your capabilities and widen your knowledge.
For comfort:
- A great environment where you’ll work with true professionals and amazing colleagues whom you’ll call friends quickly;
- The choice of working remotely or in our office space located on Podil, equipped with everything you might need for productive and comfortable work.
For health:
- Medical insurance;
- Twenty-one days of paid sick leave per year;
For leisure:
- Twenty-one days of paid vacation per year;
- Fun times at our frequent team-building activities.
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· 12 views · 0 applications · 19d
Embedded Software/Firmware Engineer (Network products)
Hybrid Remote · Ukraine · Product · 3 years of experience · English - B2Requirements: Minimum of 3 years of software development experience Detailed knowledge of Linux operating system internals Strong C/C++ language, Bash and debugging skills on embedded systems Strong networking knowledge Experience in gateway features...Requirements:
Minimum of 3 years of software development experience
Detailed knowledge of Linux operating system internals
Strong C/C++ language, Bash and debugging skills on embedded systems
Strong networking knowledge
Experience in gateway features development — VPN, firewall, IPv6, QoS, security, Routing, etc.
Bachelor or MS in Computer Science or Electrical Engineering
Will be a plus:
Knowledge of Buildroot / LFS
Knowledge of NOS technology such as ONL / SnapRoute / Cumulus Network / OpenSwitch
Experience with Quagga / FRR
Understanding of dataplane processing and performance enhancement
Knowledge of Broadcom, Arista, Barefoot switch framework
Experience of data center switch development
Experience with BSP and Linux device driver development
Experience with software management process
Good team player who can work both independently and also as a team with ability to take initiative
Ability to organize and prioritize work across several projects simultaneously
Able to think broad and discuss on software architectural level
Aggressive working attitude with great communication skill and curiosity
What do we offer:
International work environment and work with global development teams
Excellent work conditions in an A-Class office (Horizon Park Business Center)
Compensation package matching global standards
Flexible work hours (as required)
Paid parking, courses, training, conferences and business trips
Medical insurance
Free lunches
Responsibilities:
Deliver new upcoming Unifi switch product
Work with hardware team from BSP level up to networking software application level
Communicate with foreign customer closely to implement desired new features and bugfixing
https://www.youtube.com/c/UbiquitiInc
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· 106 views · 30 applications · 15d
Graphic Designer/UX Designer
Worldwide · 3 years of experience · English - B2We are looking for a Graphic Designer/UX Designer to join our team! We are a B2B Marketing & Communications agency working with high-profile international clients, meaning you will have different, exciting projects allowing you to further develop and...We are looking for a Graphic Designer/UX Designer to join our team!
We are a B2B Marketing & Communications agency working with high-profile international clients, meaning you will have different, exciting projects allowing you to further develop and widen your skills!
The role requires experience in Figma, Adobe XD, InDesign, Photoshop, Illustrator, and other packages within the Adobe Suite and Figma, as well as 3+ years of experience, preferably within brand and/or digitally-led, creative agencies.
Your responsibilities will vary from branding, presentations, marketing, and digital work. In doing so, you will work in the areas of web design, brochure design, flyer design, logo design, social media design, and many more, while working closely with the PM Team and clients to produce content for their websites, and social platforms, and email campaigns.
Responsibilities:
• Study design briefs and determine requirements
• Conceptualize visuals based on project requirements
• Prepare rough drafts and present ideas
• Develop illustrations, logos, and other designs
• Work with copywriters and creative team to produce the final designs
• Test graphics across various media
• Ensure final graphics and layouts are visually appealing and on-brand
Required Skills:
• 3+ years of experience
• Good understanding of B2B Communications
• Good written and verbal English is mandatory
• Great Design skills
• Experience in the digital marketing environment
• Commercially minded
• Highly creative
• Passion & Drive for Design
• Good verbal communication skills
• Great organizational skills
What do we offer:
• Work in a great team atmosphere
• Good remuneration package
• Team Buildings
• Creative space to develop and grow your Graphic Design style and abilities
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· 49 views · 18 applications · 10d
DevOps Azure Engineer
Full Remote · Worldwide · 3 years of experience · English - B2Candidate must have strong experience in: - DevOps Engineer should be experienced in Azure. - Candidate needs to have 3+ years of experience - Candidate must have good English communication skills We offer: - Attractive financial package - Paid...Candidate must have strong experience in:
- DevOps Engineer should be experienced in Azure.
- Candidate needs to have 3+ years of experience
- Candidate must have good English communication skills
We offer:
- Attractive financial package
- Paid vacation, holidays and sick leaves
- Challenging projects
- Professional & career growth
- Great atmosphere in a friendly small team
- Flexible working hours
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· 76 views · 18 applications · 19d
Account manager (Internet traffic)
Full Remote · Worldwide · 3 years of experience · English - B2We're digital marketing experts that continue to explore creative methods to engage more meaningfully with users. Beneath the digital layers and conversions, we’re built on human connections. We invite you to a new role as an Account manager. Your...We're digital marketing experts that continue to explore creative methods to engage more meaningfully with users.
Beneath the digital layers and conversions, we’re built on human connections. We invite you to a new role as an Account manager.
Your territory
As part of our Marketing agency, you will:
Own the Agency advertising efforts for our clients across Europe, the US, Canada, and our international markets
Сommunication with clients and building relationship
Develop marketing strategies in partnership with our Sales department
Apply PPC best practices for ads of our clients
Monitor, analyze, and report on performance metrics, sales, and marketing performance, and a regular frequency in order to allocate spending to the best performers
Partner with our Communications & Design teams to develop messaging and brand assets compliant with brand guidelines and standards our clients
Bring in your ideas and improvements to actively contribute to the company's success. You will never hear "…because we always did it like that" again.
Continuously develop yourself personally and professionally. You will take ownership of areas that strengthen your potential and you will be able to attend workshops to learn new skills according to your experience and interests.
Your profile
Key requirements:
Minimum 3 years of experience in managing to advertise
Very good understanding of ads on the Internet
Strong analytical skills
Ability to make data-based decisions
Very good English skills
Does this sound like you?
Hands-on, with a very entrepreneurial mindset and comfortable in a high-paced environment
Striving to learn and become an expert in social media continuously
Proactive and creative
Willing to come and work remotely with our fantastic team in Europe or Kyiv.
Working time
11 am - 20 pm
12 pm - 21 pm
13 pm - 22 pm
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· 80 views · 21 applications · 23d
Delivery/Account Manager
Countries of Europe or Ukraine · 3 years of experience · English - B2We are seeking an experienced Delivery Manager with Account Management experience to take responsibility for several existing accounts and develop your own portfolio of accounts through pre-sales. If you successfully implement strategic initiatives, are...We are seeking an experienced Delivery Manager with Account Management experience to take responsibility for several existing accounts and develop your own portfolio of accounts through pre-sales.
If you successfully implement strategic initiatives, are not afraid of challenging tasks, are able to work at a high pace, and are willing to take ownership of the accounts you manage, we are looking forward to meeting you.
In this role, you will be fully responsible for delivering and managing your portfolio of projects and accounts, as well as a team of project managers working alongside you. You will communicate with the CEO and VPO, report to a Delivery Director, and closely work with your peers – Delivery Managers and Unit Managers, to build and sustain your portfolio.
You Have:
Practical experience:
- 5+ years in Delivery Management in IT service companies
- Portfolio management (3+ clients simultaneously)
- Pre-sales and estimates
- Proactive up-sales
- PMs' mentoring and growing
- KPI Management (develop and cascade, bring it to your team)
- Business negotiations with budget owners and other stakeholders
- Experience in Account Management is highly valuable
- Growing enterprise clients
Also, we expect:
KPI Management (develop and cascade, bring it to your team) - Excellent SDLC knowledge
- Great problem-solving and diplomacy skills
- Excellent communication, negotiation, and client relationship management skills
- Confident spoken English level
- Ability to cross the border (possible business trips)
Would be a plus:
- Experience working with contracts and taking part in contractual negotiations
- Experience in building a PM structure
- Product management experience
- Technical background
Professional certification (PMP, Agile, etc).
You Are Going To:
- Identify and fulfill the client’s needs and work out how the company can best meet those requirements
- Portfolio management and development
- Build a trustworthy and strong relationship with the client
- Acting as the first point of escalation for clients
- Leveraging between the client and the team to ensure business value and expectations are clear, and the delivered solution meets them
- PMs management
- Development and execution of quarterly budgets to meet targeted GPM
- Participation in salary and performance review
- Develop new business opportunities with existing clients by promoting company products and services (Up-sale/cross-sale)
- Ensure the delivery happens on time and within budget
- Final decision about team composition acceptance
- Increase the client and team’s satisfaction
- Negotiating contracts and agreements
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· 87 views · 13 applications · 1d
Technical Support Specialist
Full Remote · Countries of Europe or Ukraine · Product · 3 years of experience · English - B2Responsibilities: Assist customers and respond to service requests/inquiries using department-adopted tools and processes. Answer customer inquiries by seeking to understand customer issues or requests, clarifying details, researching, and providing...Responsibilities:
- Assist customers and respond to service requests/inquiries using department-adopted tools and processes.
- Answer customer inquiries by seeking to understand customer issues or requests, clarifying details, researching, and providing information and/or solutions.
- Resolve customer issues through education, solutions or appropriate escalation.
- Document customer interactions with details of inquiries, as well as actions taken within the company’s CRM or otherwise designated system.
- Achieve productivity standards while maintaining the highest level of technical support (e.g., meets or exceeds all departmental goals).
- Escalate unresolved customer questions, issues or complaints to appropriate individual(s) for quick resolution; through a defined escalation process.
- Provide feedback to management regarding necessary changes and updates. This includes feature requests, upgrades, functionality, and customer care issues.
- Continually improve skills/knowledge of ShipHawk product and functionality.
- Continually improve skills/knowledge of customer issue triage.
Help/contribute to educate new Technical Support Team members and provide support for fellow team members as needed.
Requirements:
- Critical thinking and attention to detail.
- Excellent verbal and written English; able to analyze with minimal context.
- Fast learner, curious, and self-motivated.
- Basic IT knowledge; able to support clients via phone or email.
- Strong time management and adaptability.
- Team player with a positive attitude under pressure.
- Works well in high-stress, fast-paced environments.
Experience:
- At least 3 years of experience in technical customer support or a related field.
- Proficiency with Google Suite and SFDC Service Cloud.
- Experience working with ticketing systems.
- Basic understanding of shipping and fulfillment processes in eCommerce.
- General knowledge of ERP systems (Enterprise Resource Planning).
Preferred: experience or willingness to learn platform technologies (HTML, CSS, NetSuite, XML, SOAP, APIs, Postman)
Benefits We Offer:
- $100/month for health and wellness expenses.
- $500/year for medical expenses.
- 20 PTO days.
- Top-level hardware of your choice; ownership will be transferred to you.
- Public holidays in Ukraine are paid days off, and there are also winter holidays.
Ready to join our team? Apply now!
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· 167 views · 75 applications · 5d
Senior React Developer
Full Remote · Countries of Europe or Ukraine · 3 years of experience · English - B2If you would love to operate in an agile team that’s known for efficient decision-making processes and contribute to its success with your outstanding Javascript skills - right me back, do not hesitate Basically, your duties will be: • Conceptualize...If you would love to operate in an agile team that’s known for efficient decision-making processes and contribute to its success with your outstanding Javascript skills - right me back, do not hesitate
Basically, your duties will be:
• Conceptualize and implement high-quality features, diagnose bugs, and provide effective solutions
• Develop our REST APIs
• Optimize existing code and database queries for performance, testability, and scalability
• Cooperate with the local and international agile development team
• Design and implement new features
• Utilize AWS services (Lambda, Transcribe, S3)
Requirements:
• Strong knowledge and experience in React.js.
• Familiarity with Next.js and MobX for state management.
• Proficiency in AWS services (Lambda, Transcribe, S3).
• Experience with GraphQL and RESTful API design.
• Strong skills in using PostgreSQL and Redis.
• Spoken English for effective communication.Bonus points for:
• Knowledge of ffmpeg for media processing.
• Experience integrating ChatGPT or other AI tools and Node.js.
What We Offer:
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• A unique opportunity to work in a fast-moving, international scaleup atmosphere with highly motivated and open-minded colleagues.
• A competitive compensation package, including 20 paid vacation days and paid sick leave.
• A comfortable office in the heart of Kyiv, with the flexibility to work remotely.
• Flexible working hours to accommodate your lifestyle.
• Opportunities to participate in tech talks, hackathons, and technical conferences around the world.
• If this sounds like the perfect opportunity for you, don’t hesitate—write us back and let’s start the conversation! -
· 69 views · 21 applications · 16d
Data Scientist - ML Engineer
Full Remote · Worldwide · 3 years of experience · English - B2Azzurro.io is looking for ML Engineer. Location: Remote (Company based in Seattle) About the Client: Our client partners with brands to improve their sales and visibility on Amazon through optimized advertising campaigns and keyword strategies. Using...Azzurro.io is looking for ML Engineer.
Location: Remote (Company based in Seattle)About the Client: Our client partners with brands to improve their sales and visibility on Amazon through optimized advertising campaigns and keyword strategies. Using data-driven insights, they help clients increase their impact in the marketplace.
Role Overview: As a Data Scientist, you'll build predictive models using time series data (e.g., product ranks, keyword performance, ad campaigns) to help optimize our client’s Amazon strategies. You’ll analyze, clean, and transform data to train ML models that improve ad performance and drive sales.
Responsibilities:
- Predictive Modeling: Develop and refine models to analyze product rankings and campaign performance.
- Data Preparation: Extract, clean, and transform large datasets for analysis and modeling.
- Regression Analysis: Build regression models to forecast trends and improve keyword strategies.
- Model Optimization: Use techniques like feature engineering and hyperparameter tuning to improve model performance.
Tech Stack:
- Core Technologies: AWS, MySQL, Python.
- Data & ML Tools: Python libraries (NumPy, pandas), frameworks (e.g., TensorFlow or similar).
Qualifications:
- Strong background in analytics, mathematics, and experience with time series data.
- Proficiency in Python, including data libraries (NumPy, pandas) and ML frameworks (e.g., TensorFlow, PyTorch).
- Experience building regression models and optimizing predictive algorithms.
- Working knowledge of SQL for querying large datasets.
P.S. please pay your attention that this position is open in Azzurro.io company, not Pics.io.
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· 20 views · 1 application · 1d
Machine Learning Engineer
Part-time · Full Remote · Countries of Europe or Ukraine · 3 years of experience · English - B2Responsibilities Model Fine-Tuning and Deployment: Fine-tune pre-trained models (e.g., BERT, GPT) for specific tasks and deploy them using Amazon SageMaker and Bedrock. RAG Workflows: Establish Retrieval-Augmented Generation (RAG) workflows that...Responsibilities
Model Fine-Tuning and Deployment:
Fine-tune pre-trained models (e.g., BERT, GPT) for specific tasks and deploy them using Amazon SageMaker and Bedrock.
RAG Workflows:
Establish Retrieval-Augmented Generation (RAG) workflows that leverage knowledge bases built on Kendra or OpenSearch. This includes integrating various data sources, such as corporate documents, inspection checklists, and real-time external data feeds.
MLOps Integration:
The project includes a comprehensive MLOps framework to manage the end-to-end lifecycle of machine learning models. This includes continuous integration and delivery (CI/CD) pipelines for model training, versioning, deployment, and monitoring. Automated workflows ensure that models are kept up-to-date with the latest data and are optimized for performance in production environments.
Scalable and Customizable Solutions:
Ensure that both the template and ingestion pipelines are scalable, allowing for adjustments to meet specific customer needs and environments. This involves setting up RAG workflows, knowledge bases using Kendra/OpenSearch, and seamless integration with customer data sources.
End-to-End Workflow Automation:
Automate the end-to-end process from user input to response generation, ensuring that the solution leverages AWS services like Bedrock Agents, CloudWatch, and QuickSight for real-time monitoring and analytics.
Advanced Monitoring and Analytics:
Integrated with AWS CloudWatch, QuickSight, and other monitoring tools, the accelerator provides real-time insights into performance metrics, user interactions, and system health. This allows for continuous optimization of service delivery and rapid identification of any issues.
Model Monitoring and Maintenance:
Implement model monitoring to track performance metrics and trigger retraining as necessary.
Collaboration:
Work closely with data engineers and DevOps engineers to ensure seamless integration of models into the production pipeline.
Documentation:
Document model development processes, deployment procedures, and monitoring setups for knowledge sharing and future reference.
Must-Have Skills
Machine Learning: Strong experience with machine learning frameworks such as TensorFlow, PyTorch, or Hugging Face Transformers.
MLOps Tools: Proficiency with Amazon SageMaker for model training, deployment, and monitoring.
Document processing: Experience with document processing for Word, PDF, images.
OCR: Experience with OCR tools like Tesseract / AWS Textract (preferred)
Programming: Proficiency in Python, including libraries such as Pandas, NumPy, and Scikit-Learn.
Model Deployment: Experience with deploying and managing machine learning models in production environments.
Version Control: Familiarity with version control systems like Git.
Automation: Experience with automating ML workflows using tools like AWS Step Functions or Apache Airflow.
Agile Methodologies: Experience working in Agile environments using tools like Jira and Confluence.
Nice-to-Have Skills
LLM: Experience with LLM / GenAI models, LLM Services (Bedrock or OpenAI), LLM abstraction like (Dify, Langchain, FlowiseAI), agent frameworks, rag.
Deep Learning: Experience with deep learning models and techniques.
Data Engineering: Basic understanding of data pipelines and ETL processes.
Containerization: Experience with Docker and Kubernetes (EKS).
Serverless Architectures: Experience with AWS Lambda and Step Functions.
Rule engine frameworks: Like Drools or similar
If you are a motivated individual with a passion for ML and a desire to contribute to a dynamic team environment, we encourage you to apply for this exciting opportunity. Join us in shaping the future of infrastructure and driving innovation in software delivery processes.
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