
● Proven experience in training, evaluating and deploying machine learning models
● Solid understanding of data science and machine learning concepts
● Experience with some machine learning / data engineering machine learning tech in Python (such as numpy, pytorch, pandas/polars, airflow, etc)
● Experience developing data products using large language model, prompt engineering, model evaluation.
● Experience with web services and programming (such as Python, docker, databases etc.)
● Understanding of some of the following: FastAPI, PostgreSQL, Celery, Docker, AWS, Modal, git, continuous integration.

About Potentiam
About
Potentiam helps SME companies build world-class offshore teams. Our model is our locations and your dedicated staff under your management. Potentiam have offices in Iasi in Romania, Bangalore and Cape Town, home to large pools of offshore talent working for international companies. Potentiam's management team have had over 15 years experience in building offshore teams, and have specialist functional expertise to support the transition offshore in technology, finance, operations, engineering, digital marketing, technology and analytics. For decades corporations' scale has enabled them to benefit from the cost and skills advantage of offshore operations. Now SME companies can enjoy a similar benefit through Potentiam without any upfront investment. What is Offshoring? • Degree educated staff • Dedicated staff under your management • Located in highly cost-effective and practical locations • Supported by advanced communication technology and data security • Highly flexible and easy to start with as little as one role
Candid answers by the company
Potentiam is a progressive organization that provides offshoring solutions to UK based SMEs.
Similar jobs
Job Description for Database Consultant-I (PostgreSQL)
Job Title: Database Consultant-I (PostgreSQL)
Company: Mydbops
About Us:
Mydbops is a trusted leader with 8+ years of excellence in open-source database management. We deliver best-in-class services across MySQL, MariaDB, MongoDB, PostgreSQL, TiDB, Cassandra, and more. Our focus is on building scalable, secure, and high-performance database solutions for global clients. As a PCI DSS-certified and ISO-certified organisation, we are committed to operational excellence and data security.
Role Overview:
As a Database Consultant – I (PostgreSQL Team), you will take ownership of PostgreSQL database environments, offering expert-level support to our clients. This role involves proactive monitoring, performance tuning, troubleshooting, high availability setup, and guiding junior team members. You will play a key role in customer-facing technical delivery, solution design, and implementation.
Key Responsibilities:
- Manage PostgreSQL production environments for performance, stability, and scalability.
- Handle complex troubleshooting, performance analysis, and query optimisation.
- Implement backup strategies, recovery solutions, replication, and failover techniques.
- Set up and manage high availability architectures (Streaming Replication, Patroni, etc.).
- Work with DevOps/cloud teams for deployment and automation.
- Support upgrades, patching, and migration projects across environments.
- Use monitoring tools to proactively detect and resolve issues.
- Mentor junior engineers and guide troubleshooting efforts.
- Interact with clients to understand requirements and deliver solutions.
Requirements:
- 3–5 years of hands-on experience in PostgreSQL database administration.
- Strong Linux OS knowledge and scripting skills (Bash/Python).
- Proficiency in SQL tuning, performance diagnostics, and explain plans.
- Experience with tools like pgBackRest, Barman for backup and recovery.
- Familiarity with high availability, failover, replication, and clustering.
- Good understanding of AWS RDS, Aurora PostgreSQL, and GCP Cloud SQL.
- Experience with monitoring tools like pg_stat_statements, PMM, Nagios, or custom dashboards.
- Knowledge of automation/configuration tools like Ansible or Terraform is a plus.
- Strong communication and problem-solving skills.
Preferred Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Engineering, or equivalent.
- PostgreSQL certification (EDB/Cloud certifications preferred).
- Past experience in a consulting, customer support, or managed services role.
- Exposure to multi-cloud environments and database-as-a-service platforms.
- Prior experience with database migrations or modernisation projects.
Why Join Us:
- Opportunity to work in a dynamic and growing industry.
- Learning and development opportunities to enhance your career.
- A collaborative work environment with a supportive team.
Job Details:
- Job Type: Full-time
- Work Days: 5 Days
- Work Mode: Work From Home
- Experience Required: 3–5 years
JOB DETAILS:
- Job Title: Director – Brand Marketing
- Industry: Media and entertainment Industry
- Experience: 8-12 years
- Working Days: 5
- Job Location: Noida
- CTC Range: Best in Industry
Required Skills: Brand Strategy & Positioning Ownership, Cultural & Creative Judgment, Earned Media, PR & Social Brand Voice, Integrated Brand Campaign Leadership, Cross-Functional Brand Governance
Criteria:
- 8+ years of experience in Brand Marketing, Brand Strategy, Creative Strategy, or Brand Leadership is Must.
- Experience working on or scaling meaningful consumer brands (media/entertainment preferred)
- Must have owned brand meaning, not just executed campaigns
- Must have launched or scaled a brand platform, not only shows or campaigns
- Prior ownership of earned media, social brand voice, and PR
- Fluent Hindi is mandatory
- Exposure to regional cultural contexts is a strong advantage
- OTT experience is a plus
Description
Role Overview (Non-Negotiable)
This role is the custodian of company’s brand meaning, voice, and long-term equity. The Director – Brand Marketing owns the master brand and its child brands, ensuring company scales nationally while preserving cultural depth, authenticity, and emotional consistency.
You own brand meaning, not just marketing output.
What You Own
- Brand positioning, narrative, and long-term brand truth
- Brand tone, voice, and cultural posture
- Earned media, social brand voice, and PR narratives
- Final authority on how company shows up across all channels
- What the brand amplifies—and what it consciously avoids
Key Responsibilities
Brand Strategy & Positioning
- Define and evolve company’s core positioning as the platform for India’s regional cultures
- Own master brand architecture across regions, IPs, and markets
- Protect the “red thread” connecting cultures without dilution or tokenism
- Act as final brand gatekeeper across product, content, marketing, partnerships, and PR
Earned Media & Brand Voice
- Own brand social handles, PR, and cultural conversations
- Act as Editor-in-Chief of company’s public voice
- Ensure social presence feels cultural, not promotional
- Exercise judgment on public engagement vs. silence
Integrated Brand Campaigns
- Lead brand strategy for flagship launches, regional expansion, and national moments
- Ensure every campaign has a strong idea, emotional depth, and scalability
- Align brand equity with performance marketing without short-term erosion
Creative Direction & Governance
- Set creative standards for visual identity, copy, and storytelling
- Ensure respectful, non-stereotypical representation of regional cultures
- Build brand guardrails that protect meaning without limiting creativity
Cross-Functional Leadership
- Work closely with Content, Performance, Product, and CRM teams
- Act as the brand conscience—calling out dilution or short-termism when needed
This Role Is NOT For
- Social media managers or execution-only marketers
- Brand marketers without commercial accountability
- Candidates who see brand and performance as opposing forces
- Candidates dependent on large teams or budgets to create impact
Please note: Candidates who have applied in the last 6 months are requested not to reapply
Position Overview:
We are looking for an experienced Senior Laravel Developer who thrives in a fast-paced environment and has experience handling multiple projects and diverse interfaces. The ideal candidate will lead the development and maintenance of applications, ensuring security, scalability, and seamless third-party integrations while collaborating with front-end developers, UX/UI designers, and key stakeholders.
Requirements:
- Experience: Approx.1 year to 6 years in PHP development with a focus on Laravel & MySQL.
- Deep understanding of Laravel architecture (Service Container, Service Providers, Facades,
Eloquent ORM, Queues, Jobs, Events, Middleware, Broadcasting, and Caching).
- Front-End: Proficiency in HTML5, CSS3, Bootstrap 5, jQuery, AJAX
- Version Control & Tools: Experience with Git, JIRA, AWS SDK
- Payment Integrations: At least one payment gateway (e.g., Stripe, Braintree, Plaid, Razorpay)
- Third-Party API Integrations: Experience with Firebase, Google Maps, Email/SMS services
- Work Environment: Ability to work in a fast-paced, high-performance setting and efficiently manage multiple projects and interfaces
- Experience with Laravel Sanctum/Passport for authentication and API security.
- REST API development & documentation (Apiary)
Good to Have:
- Experience with multiple databases (MySQL, PostgreSQL, MongoDB)
- Basic knowledge of AWS services (S3, EC2, RDS, SES)
- Understanding of encryption, hashing, encoding (SES, SHA, RSA)
- Experience integrating Stripe Payment Gateway
-Experience working on AI/ML-based projects or research
-Exposure to AI models with applications (e.g., using APIs or SDKs)
Job Details:
Job Type: Full-time
Salary: 5,00,000 - 20,00,000 per year
Schedule: Monday - Friday
Location: Balewadi-Baner Road, Pune (In-Person Only)
Job Type: Full-time
Benefits:
- Flexible schedule
- Paid time off
Experience:
- Total work: 5 years (Required)
- Laravel: 5 years (Required)
Work Location: In person
• Ability to understand customer requirements and create customized demonstrations and
collateral
• Provide product feedback (feature requests, user experience) to the development team
• Strong foundation in system level architectures and compute, storage and networking
infrastructure, specifically:
• Compute architectures – physical and virtualized, operating systems (Linux strongly
preferred)
• Storage systems – file systems, object stores
• On-prem data center and public cloud (AWS, Azure, Google Cloud) environments
• Hands-on experience with Linux/Unix systems as a system administrator or equivalent role
involving installing software and security patches, installing hardware components on servers as
per product manuals etc.
• Hands-on experience working with public cloud infrastructure and services. Cloud certifications
are preferred.
• Basic understanding of enterprise system deployment architecture around network configuration,
security related settings etc.
• Experience troubleshooting configuration issues to resolve them independently or in collaboration
with customer support teams.
• Be able to work with development/L3 support teams to live debug any issues for swift resolution
• Experience with programming or scripting languages such as Python, JAVA, GO is preferred.
• Experience with data management, DevOps, micro-services, containerization
- Create, test, and maintain web-based applications using Laravel Framework.
- Work with members of the other teams to design, develop, and implement software solutions.
- Implement and manage the entire web application development lifecycle, from conception to delivery and post-launch maintenance.
- Write clean, efficient, and well-documented code.
- Make use of back-end data services and support the growth of current data services API.
- Effectively communicate all project updates, evaluations, suggestions, schedules, and technical and procedural difficulties.
- The development procedure, architecture, and similar information should all be documented.
- Troubleshoot and debug software issues.
- Continuously improve software quality and performance.
- Keep up with the latest web development technologies and trends.
We are currently hiring a Frontend developer for a startup in the B2C marketplace space based out of Mumbai. This startup is an Online Marketplace, that serves as a Discovery and Booking Platform for Kids’ Activity Classes. Operations were launched in November 2019, and have over 20KParents and 500+ educators listed on our Platform across the major Tier-I and Tier-II cities in India.
Platform details are listed below :
- A SaaS platform for educators to simplify the management of their classes and
workshops. Educators get access to a dashboard and use our Class Management tool
to create listings, view registrations, manage bookings and payments. The dashboard
also provides analytics for teachers to track visitor traffic, see drop offs and
understand which social media channel generates maximum ROI for them.
- Discovery & Booking Platform for parents so that they can search, view and book
classes and workshops for their children.
Top 2 role must have’s
- You should have REACT JS experience of building a product
- You should be willing to work in a very early stage startup( Not funded yet)
Tech skills required for this role:
- Front end design in REACT JS at least 1.5 years
- AWS server
- Mongo Database
- API's written in Nodejs
- Bachelor’s degree in Electrical or Electronics Engineering with 1-3 years of relevant experience.
- Highly experienced in Embedded C, C++ coding as per MISRA standards
- Experience in firmware programming for 8 bit, 16 bit and 32 bit controllers.
- Knowledgeable in Linker Scripts, Make files & firmware debugging using JTAG or on the UART console.
- Experienced in Communication peripherals like SPI, UART, I2C, CAN, etc.
- Ideation, designing, prototyping, and developing as per product requirements.
- Expertise in system architecture and design for Embedded software systems.
- Develop modular Embedded Code to port into different projects.
- Experience on Real Time Systems and Scheduling mechanisms
- Development experience in "middleware" / “application” / Low layer.
- Experience with developing embedded code for networking technologies like TCP/IP and UDP would be a plus.
- Document state machine diagrams, flow charts to understand the system architecture
- Working closely with Design teams to understand Hardware Implementation.
- Develop Test methods, in some cases automated test cases to test the firmware code and support hardware engineers.
- Use Debuggers, oscilloscopes, power supplies, and other necessary electrical tools to debug the code for problem-solving.
- Excellent reading skills for complete understanding of technical documents such as Processor Architecture Specifications and MCU hardware manuals, schematics etc.
- Ability to generate ideas in response to complex issues and execute on solutions.
- Python programming is a big plus.
Must have experience in BFSC domain.
Exp- Min 3yrs
Location- Pune
Mandatory Skills- Exp in powerBI/Tableau,
SQL
Basic Python
We are looking for a Full Stack Developer with 4+ years of experience, to produce scalable
software solutions. As a Full Stack Developer, you should be comfortable around both front-
end and back-end coding, building web environments on AWS
Responsibilities
Strong understanding of algorithms, data structures, and system design
Develop client side and server-side architecture.
Develop and manage well-functioning databases and applications
Be responsible for the planning, implementation, and growth of the AWS cloud
infrastructure
Manage a continuous integration and deployment methodology for server-based
technologies
Ensuring cross-platform optimization.
Designing user interactions on web pages.
Test software to ensure responsiveness and efficiency Troubleshoot, debug and
upgrade software
Meeting both technical and consumer needs.
Staying abreast of developments in web applications and programming languages.
Requirements ·
1+ years in Front-end and 3+ years in Back-end development.
Knowledge of front-end technologies and its libraries: React JS, Angular
Knowledge of back-end technologies and its libraries: Express.js, Node.js
Familiarity with databases: MongoDB
Familiarity with continuous integration/continuous delivery (CI/CD) pipelines
Experience designing and building web environments on AWS, which includes
working with services like EC2, ELB, RDS, and S3
Familiarity with tools like AWS CodeBuild, AWS CodeDeploy, and AWS
CodePipeline
Proven experience as a Full Stack Developer or similar role
Experience developing SAAS Products.
Good problem-solving skills and attention to detailing.
- Bachelor’s degree in Computer Science, Information Technology, or a similar field.
- At least 5-10 years' experience working as a React.js Developer.
- In-depth knowledge of JavaScript, CSS, HTML and front-end languages. Knowledge of REACT tools including React.js, Web pack, Enzyme, Redux, and Flux, Vuejs, Angular++, Python and latest technology skills.
- Experience with user interface design. Knowledge of performance testing frameworks including Mocha and Jest.
- Experience with browser-based debugging and performance testing software. Excellent troubleshooting skills. Good project management skills.








